Knowledge Base agent skills

Knowledge Base agent skills indexed by RunLocalModel. 480 indexed; SkillsMP reports 84,532 in this category. This is the stored sample from SkillsMP, not a complete directory.

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• a2ui-doc-sync-check by a2ui-project. Updated August 30, 2026. Auditing codebase implementations for synchronization drift with the user documentation, readmes, and code comments.
• about-netalertx-project-structure by netalertx. Updated August 10, 2026. Navigate the NetAlertX codebase structure. Use this when asked about file locations, project structure, where to find code, or key paths.
• accessibility by davila7. Updated January 31, 2026. Audit and improve web accessibility following WCAG 2.1 guidelines. Use when asked to "improve accessibility", "a11y audit", "WCAG compliance", "screen reader support", "keyboard navigation", or "make accessible".
• accessibility by midudev. Updated April 24, 2026. Audit and improve web accessibility following WCAG 2.2 guidelines. Use when asked to "improve accessibility", "a11y audit", "WCAG compliance", "screen reader support", "keyboard navigation", or "make accessible".
• add-connector by simstudioai. Updated September 24, 2026. Add or update a Sim knowledge base connector for syncing documents from an external source, including auth mode, config fields, pagination, document mapping, tags, and registry wiring. Use when working in `apps/sim/connectors/{service}/` or adding a new external document source.
• add-karpathy-llm-wiki by nanocoai. Updated June 6, 2026. Add a persistent wiki knowledge base to a NanoClaw group. Based on Karpathy's LLM Wiki pattern. Triggers on "add wiki", "wiki", "knowledge base", "llm wiki", "karpathy wiki".
• agent-browser by nanocoai. Updated July 10, 2026. Browse the web for any task — research topics, read articles, interact with web apps, fill forms, take screenshots, extract data, and test web pages. Use whenever a browser would be useful, not just when the user explicitly asks.
• agent-doc-discipline by Yeachan-Heo. Updated September 15, 2026. Writing-time discipline for documents agents consume (the five surfaces, specs, tickets, .omc/skills/) — every rule checkable and carrying a why, steps before reference, one meaning in one home, no restating what the environment already says. Mandatory at drydock seed generation and the launch C5 sediment pass; opt-in for any other agent-facing doc edit. The companion of minimal-code-discipline: that one disciplines code, this one disciplines papers.
• agent-md-refactor by davila7. Updated January 25, 2026. Refactor bloated AGENTS.md, CLAUDE.md, or similar agent instruction files to follow progressive disclosure principles. Splits monolithic files into organized, linked documentation.
• ai-memory-durable-pages by akitaonrails. Updated September 4, 2026. Use this skill for any explicit wiki mutation in ai-memory: saving durable or time-bounded project knowledge, recording a rule or annotation, updating a note, or deleting a memory page. Trigger by semantic intent rather than exact wording; routine session capture is not a durable-page request.
• answers-ask-user-input by XiaomiMiMo. Updated July 18, 2026. Use when a small amount of missing context would materially improve the answer and tappable options plus a free-text answer can gather it efficiently.
• api-resource-lifecycle by tambo-ai. Updated April 6, 2026. Guides CRUD operations for API resources with cascading dependencies, descriptive validation, and orphan prevention. Use when adding delete/remove operations, creating validation logic, building resources that depend on other resources, or when the user mentions "cascade delete", "orphan records", "duplicate detection", "validation errors", "resource cleanup", or "rollback on failure".
• archify-review by tt-a1i. Updated September 16, 2026. Review Archify issues, PRs, or code through value, cost, and impact to support evidence-based maintenance decisions. Use for issue triage, change reviews, and code quality assessments.
• article-magazine by nexu-io. Updated August 18, 2026. Huashu / huashu-md-html-inspired magazine article layout for turning Markdown or notes into a polished long-form HTML essay.
• article-magazine by nexu-io. Updated May 22, 2026. Huashu / huashu-md-html-inspired magazine article layout for turning Markdown or notes into a polished long-form HTML essay.
• ask-internal by browseros-ai. Updated July 20, 2026. Answer questions about BrowserOS internal stuff (setup, features, architecture, design decisions) by reading the private internal-docs submodule and the codebase. Use for "how do I X", "where is Y", "what is the deal with Z", or any question that mixes ops/setup knowledge with code knowledge. Can execute steps with per-command confirmation.
• asset-audit by Donchitos. Updated September 29, 2026. Audit assets against naming conventions, file size budgets, format standards. Finds orphaned assets, missing references.
• audit-context-building by trailofbits. Updated September 16, 2026. Understand a codebase before looking for bugs in it - what each function assumes, what it guarantees, and what it depends on elsewhere. Use when starting an audit, threat model, or architecture review on unfamiliar code, and before any vulnerability-hunting pass.
• auditing-warehouse-view-health by PostHog. Updated June 17, 2026. Audit the health of a PostHog project's materialized views (saved queries) — find every failed materialization and flag unused or stale materialized views that cost storage and compute. Use when the user asks "which of my views are broken?", "why is this materialized view failing?", "are any of my views wasting compute?", or wants a one-shot triage of view health. For source/sync health use `auditing-warehouse-source-health`.
• autofix by QwenLM. Updated September 10, 2026. Review and repair current local changes until they converge, or run Qwen Code Autofix issue and review workflows from GitHub Actions.
• autogoal by udecode. Updated June 27, 2026. Create, verify, repair, and close durable Codex goals with measurable outcomes, evidence gates, plan templates, blocker handling, completion audits, and goal-backed workflow repair.
• autogoal by udecode. Updated September 7, 2026. Create, verify, repair, and close durable Codex goals with measurable outcomes, evidence gates, plan templates, blocker handling, completion audits, and goal-backed workflow repair.
• autoresearch by AgriciDaniel. Updated September 10, 2026. Run a bounded, source-grounded research loop, draft a cited dossier, and optionally propose a separately reviewed canonical vault merge. Use when the user wants autonomous or deep research that may access the public web. Triggers: /autoresearch, autoresearch, research this topic, deep dive into, investigate, find everything about, research and file, go research, build a wiki on.
• autoresolving-pr-conflicts by PostHog. Updated August 31, 2026. Operating procedure for the conflict-autoresolver agent: sweep open PostHog/posthog PRs that conflict with master, resolve the trivial conflicts (generated artifacts deterministically, source conflicts with judgment), land one merge commit on the PR head, and flag everything else for a human. Use when running as the scheduled conflict autoresolver, when asked to sweep or auto-resolve merge conflicts against master, or when asked to bring a conflicting PR up to date without rewriting its history. Trigger terms: conflict sweep, autoresolve, merge conflicts, conflicting PRs, bring PR up to date, restack. Operators setting up the automation itself: see references/routine-setup.md.
• batch-operations by vudovn. Updated July 18, 2026. Apply operations across multiple files simultaneously. Pattern-based bulk modifications, search-and-replace across codebases, consistent changes to many files at once.
• best-practice-research by Yeachan-Heo. Updated September 9, 2026. [OMX] Bounded best-practice research wrapper using official/upstream evidence first
• best-practices-researcher by udecode. Updated March 30, 2026. Researches and synthesizes external best practices, documentation, and examples for any technology or framework. Use when you need industry standards, community conventions, or implementation guidance.
• better-layout by jakubkrehel. Updated August 29, 2026. Helps with grouping, alignment, reading order, progressive disclosure and other details that make a good layout.
• better-typography by trycompai. Updated August 6, 2026. Web typography from choosing fonts to spacing, wrapping and accessibility. Use when picking or pairing typefaces, configuring variable fonts or OpenType features, setting up a type scale, checking heading hierarchy, styling text in components, truncating text, styling underlines, selection, placeholders or carets, or reviewing frontend code for typography. Triggers on typography, fonts, font formats, woff2, variable fonts, font-weight, opentype, font-feature-settings, letter-spacing, line-height, type scale, heading hierarchy, heading levels, tabular numbers, text-wrap, truncation, line clamp, underlines, text-decoration, text selection, iOS input zoom, font smoothing, text contrast, measure, line length, text-box, smart punctuation, drop cap.
• better-ui by jakubkrehel. Updated August 29, 2026. Polishes and improves the UI in your project. Covers concentric border radius, optical alignment, surface depth, contextual icons, hit areas and more.
• blog-ingest by garrytan. Updated August 16, 2026. Feed and whole-publication ingestion: turn an entire blog, newsletter, or RSS/Atom archive into brain source pages. Covers feed discovery, pagination walking, normalization to a common article shape, canonical-URL dedup, idempotent re-runs, 429 pacing, and empty-husk repair. This is the PUBLICATION-scope skill — a single article URL routes to idea-ingest instead. Per-article enrichment hands off to the brain-ingest-gate skill; public posts only (gated content is skipped, never worked around).
• board by alirezarezvani. Updated June 11, 2026. Read, write, and browse the AgentHub message board for agent coordination. Use when the user runs /hub:board or asks to post, read, or inspect coordination messages between competing AgentHub agents.
• brain-ops by garrytan. Updated September 25, 2026. Brain knowledge base operations. The core read/write cycle: brain-first lookup, read-enrich-write loop, source attribution, ambient enrichment, back-linking. Read this before any brain interaction.
• brain-ops by garrytan. Updated May 30, 2026. Read, enrich, and write brain pages with source attribution.
• brainstorming-research-ideas by Orchestra-Research. Updated February 19, 2026. Guides researchers through structured ideation frameworks to discover high-impact research directions. Use when exploring new problem spaces, pivoting between projects, or seeking novel angles on existing work.
• bt6-issue-steward by elder-plinius. Updated August 14, 2026. Triage and steward issues in BT6 research and support repositories, deciding whether to answer, reproduce, correct evidence, link work, design a feature, route security, implement, or close.
• bug-filing by mozilla-firefox. Updated June 4, 2026. File a Bugzilla bug for Firefox/Gecko work, or draft a bug summary and description. Use when the user asks to file a bug, wants a bug summary/description for a change, or needs to report a defect/enhancement/task. Determines the product and component with `mach file-info`, drafts the summary and description, and opens a prefilled enter_bug.cgi form in the browser for the user to submit.
• bug-reproduction-brief by github. Updated July 30, 2026. Turn a vague, intermittent, or environment-specific bug report into a minimal evidence-backed reproduction before proposing a fix.
• bug-triage by Untrivial-ai. Updated September 13, 2026. Help clarify human bug reports, search for duplicates, and gather diagnostic evidence separately from a concise issue draft.
• bug-triage by Untrivial-ai. Updated September 22, 2026. Help clarify human bug reports, search for duplicates, and gather diagnostic evidence separately from a concise issue draft.
• build-evidence-map by github. Updated August 5, 2026. Build an auditable evidence map for a contested technical choice, research synthesis, proposal review, or consequential decision. Use when Copilot must preserve supporting, contradicting, qualifying, and missing evidence with exact source regions instead of collapsing disagreement into prose.
• canonical-url by thedaviddias. Updated May 29, 2026. Use when auditing metadata, crawlability, structured data, or indexability related to Set canonical URLs for all pages. Verify the rendered HTML and HTTP response rather than relying only on source files.
• card-xiaohongshu by nexu-io. Updated May 18, 2026. 小红书风格知识卡片, 多张联排可滑动浏览
• ccfddl-conference-update by ccfddl. Updated September 25, 2026. Add the latest conference edition or newly announced deadline information to ccfddl/ccf-deadlines. Use for proactive latest-edition maintenance, with historical timing only as a gate for when official-source checking is worthwhile.
• ce-compound by EveryInc. Updated September 24, 2026. Document a solved problem as a durable repo learning. Use when verified work produced non-obvious reasoning absent from its final code, tests, or existing docs; avoid routine fixes whose artifacts already explain the lesson.
• ce-proof by EveryInc. Updated September 11, 2026. Publish, read, comment on, or edit markdown in Proof. Use for Proof links, sharing specs/plans/drafts, or publish handoffs from planning workflows; avoid proofread, math, evidence, or proof-of-concept meanings.
• change by semantica-agi. Updated September 11, 2026. Inspect graph changes over time and ontology version diffs in Semantica. Uses ContextGraph.state_at for point-in-time graph state and change_management.VersionManager for ontology versioning.
• chronology by anthropics. Updated May 11, 2026. Build or update a chronology from declared document sources and uploads — dated events extracted, de-duped, and tagged by significance per the matter theory. Use when the user asks to build a chronology or timeline from a production or matter file, says "chron from the production" or "what happened when", or needs a working, statement-of-facts, or witness-specific timeline.
• class-reference by tabler. Updated August 19, 2026. Write or update the `classnames` front matter that renders the class reference table on a Tabler docs page. Use whenever a component page needs its class list added, a component gains or loses a class in `core/scss/**`, or the user asks for a class reference, a class table, or a `classnames` block. Also consult it proactively after adding a class to an existing component, since the table is hand-written and will not notice on its own.
• clean-data-xls by AI4Finance-Foundation. Updated September 28, 2026. Clean up messy spreadsheet data — trim whitespace, fix inconsistent casing, convert numbers-stored-as-text, standardize dates, remove duplicates, and flag mixed-type columns. Use when data is messy, inconsistent, or needs prep before analysis. Triggers on "clean this data", "clean up this sheet",...
• clean-data-xls by anthropics. Updated May 5, 2026. Clean up messy spreadsheet data — trim whitespace, fix inconsistent casing, convert numbers-stored-as-text, standardize dates, remove duplicates, and flag mixed-type columns. Use when data is messy, inconsistent, or needs prep before analysis. Triggers on "clean this data", "clean up this sheet", "normalize this data", "fix formatting", "dedupe", "standardize this column", "this data is messy".
• clickhouse-best-practices by langfuse. Updated September 3, 2026. MUST USE when reviewing ClickHouse schemas, queries, or configurations. Contains 28 rules that MUST be checked before providing recommendations. Always read relevant rule files and cite specific rules in responses.
• cloudflare-deploy by davila7. Updated February 8, 2026. Deploy applications and infrastructure to Cloudflare using Workers, Pages, and related platform services. Use when the user asks to deploy, host, publish, or set up a project on Cloudflare.
• cloudflare-deploy by openai. Updated February 2, 2026. Deploy applications and infrastructure to Cloudflare using Workers, Pages, and related platform services. Use when the user asks to deploy, host, publish, or set up a project on Cloudflare.
• cocounsel-legal-deep-research by anthropics. Updated May 12, 2026. Use this skill whenever a user specifically requests legal research or Westlaw Deep Research, asks for CoCounsel Legal or cocounsel legal support, or asks a question that requires explaining, analyzing, or synthesizing U.S. law.
• code-breaking-changes by openai. Updated April 20, 2026. Breaking changes
• code-health by repowise-dev. Updated July 28, 2026. Use when the user asks about code health, code quality, complexity, technical debt, which files are risky or hard to maintain, what to refactor next, untested hotspots, or coverage gaps in a Repowise-indexed codebase (.repowise/ directory exists). Also use to get a before/after health read when planning or finishing a refactor.
• code-health by repowise-dev. Updated August 12, 2026. Use when the user asks about code health, code quality, complexity, technical debt, risky or hard-to-maintain files, what to refactor next, untested hotspots, or coverage gaps in a Repowise-indexed codebase (.repowise/ directory exists). Also use for before/after health reads when planning or finishing a refactor.
• code-review by OWASP. Updated September 21, 2026. Rigorous review of OWASP Cheat Sheet Series pull requests across security correctness, practicality, link and source verification, duplication, and language. Use for any pull request that touches cheatsheets/ or cheatsheets_draft/, or that adds or changes external links or citations.
• code-review-excellence by davila7. Updated April 4, 2026. Transform code reviews from gatekeeping to knowledge sharing through constructive feedback, systematic analysis, and collaborative improvement.
• codebase-exploration by repowise-dev. Updated September 18, 2026. Use when exploring, understanding, or answering questions about a Repowise-indexed codebase, including architecture, where code is implemented, how a module works, or which files are relevant before reading source.
• codemap by alvinunreal. Updated September 26, 2026. Generate comprehensive hierarchical codemaps for UNFAMILIAR repositories. Expensive operation - only use when explicitly asked for codebase documentation or initial repository mapping
• coding by nearai. Updated August 8, 2026. Best practices for code editing, search, and file operations
• coding-standards by affaan-m. Updated June 7, 2026. Convenciones de codificación base entre proyectos para nomenclatura, legibilidad, inmutabilidad y revisión de calidad de código. Usar skills de frontend o backend para patrones específicos de frameworks.
• coding-style by quarkusio. Updated May 19, 2026. Quarkus code style conventions: formatting, visibility, naming, logging, and general style rules for the Quarkus codebase.
• coherence-reviewer by udecode. Updated March 30, 2026. Reviews planning documents for internal consistency -- contradictions between sections, terminology drift, structural issues, and ambiguity where readers would diverge. Spawned by the document-review skill.
• collect-files-with-request by openai. Updated August 26, 2026. Create, inspect, and manage Dropbox file requests for collecting uploads from other people. Use when the user asks to collect files, request uploads, create an upload portal, check a file request, or list existing file requests.
• component-docs by Kong. Updated July 15, 2026. Author or update a component doc in the Docusaurus site (packages/insomnia-component-docs) for a component in the shared library. Use when adding a new component to src/basic-components, changing a component's props/variants, or when asked to document/update docs for a component.
• conducting-post-incident-lessons-learned by mukul975. Updated June 1, 2026. Facilitate structured post-incident reviews to identify root causes, document what worked and failed, and produce actionable recommendations to improve future incident response.
• confluence by RightNow-AI. Updated February 25, 2026. Confluence wiki expert for page structure, spaces, macros, and content organization
• confluence-expert by alirezarezvani. Updated June 10, 2026. Atlassian Confluence expert for creating and managing spaces, knowledge bases, and documentation. Configures space permissions and hierarchies, creates page templates with macros, sets up documentation taxonomies, designs page layouts, and manages content governance. Use when users need to build or restructure a Confluence space, design page hierarchies with permission structures, author or standardise documentation templates, embed Jira reports in pages, run knowledge base audits, or establish documentation standards and collaborative workflows.
• consistency-check by Donchitos. Updated September 29, 2026. Scan GDDs against the entity registry for cross-document conflicts. Grep-first approach targets conflicting sections, different stats.
• context-compression by vudovn. Updated July 18, 2026. Manage and compress conversation context in long sessions. Detect when context is growing large, summarize completed work phases, archive old findings while preserving key decisions. Prevents context degradation.
• context-layer-dreaming by PostHog. Updated August 29, 2026. Synthesizes recent organizational activity into a durable context wiki. Use when running a nightly or incremental context-layer dream, or when updating sourced organizational context from completed work.
• copilot-spaces by github. Updated March 5, 2026. Use Copilot Spaces to provide project-specific context to conversations. Use this skill when users mention a "Copilot space", want to load context from a shared knowledge base, discover available spaces, or ask questions grounded in curated project documentation, code, and instructions.
• correction-pipeline by garrytan. Updated August 16, 2026. When the user corrects a factual error, root-cause it immediately. Don't just note the correction — trace the error to its source, fix the source, and prevent recurrence. Every factual error is either a data error (bad brain page, bad memory file, bad rendered SOUL/USER identity, bad facts row) or a hallucination (LLM confabulated from partial signals).
• cortex by danielmiessler. Updated August 14, 2026. Operate Cortex, the LifeOS memory system — the typed Knowledge Archive (People, Companies, Ideas, Research with typed related: links) plus recall of prior work sessions, ISAs, and conversations. Search, add, harvest, develop, ingest, distill, graph-navigate, recall. USE WHEN cortex, knowledge, knowledge base, search knowledge, what do we know about, archive, harvest, knowledge status, develop note, add to knowledge, ingest, contradictions, knowledge graph, retrieve, mine conversations, distill, weekly digest, cortex digest, context search, prior work, recall, remember, previous sessions, context recovery, what did we do, find session, search history, resume, pick up where we left off, cold start, yesterday's work, last week, the one about. NOT FOR published-content semantic search across blog/newsletter/X/LinkedIn, or one-shot URL/YouTube ingestion via the Arbol harvester pipeline.
• create-kbe by dotnet. Updated August 19, 2026. Create or update a Known Build Error issue in dotnet/runtime from a concrete CI failure. Use when a failure is actionable, a Build Analysis result is not yet known, or a workflow needs a repo-specific KBE issue for an outer-loop or PR-targeted failure.
• create-optimization-hypothesis by ai-dynamo. Updated August 24, 2026. Materializes one evidence-backed proposal from a flexible knowledge-consult.md into a challenger-ready deploy-draft.yaml by applying only its selected DGD change to the current successful manifest. Use after consult-perf-knowledge writes a proposed consultation in the current deployment iteration's next-candidate directory.
• create-spike by NVIDIA. Updated September 25, 2026. Investigate a plain-language problem description by deeply exploring the codebase, then create a structured GitHub issue with technical findings. Prequel to build-from-issue — maps vague ideas to concrete, buildable issues. Trigger keywords - spike, investigate, explore, research issue, technical investigation, create spike, new spike, feasibility, codebase exploration.
• ctx-purge by mksglu. Updated May 11, 2026. Purge the context-mode knowledge base. Permanently deletes all indexed content and resets session stats. This is destructive and cannot be undone. Trigger: /context-mode:ctx-purge
• daangn-jobs-search by NomaDamas. Updated September 15, 2026. 당근알바 공개 웹 데이터로 공고를 검색하고, 돌쇠에서는 공식 계정 표면에서 지원서 작성·채팅·승인 기반 전송까지 진행한다.
• daily-dev by dailydotdev. Updated September 14, 2026. Overcome LLM knowledge cutoffs with real-time developer content. daily.dev aggregates articles from thousands of sources, validated by community engagement, with structured taxonomy for precise discovery.
• daily-report by volcengine. Updated September 9, 2026. Compile timestamped conversation logs, agent sessions, IM messages, collaborative documents, meeting notes, task records, and similar OpenViking materials into concise, evidence-grounded daily reports. Use with ov compile when the user asks for a daily work report, end-of-day digest, 日报, or reports for one or more dates, especially when activities must be reconstructed across heterogeneous sources without treating plans or agent suggestions as completed work.
• database-foundation-course-writer by digoal. Updated May 24, 2026. Write Chinese "数据库筑基课" Markdown articles for database architects, DBAs, and application developers. Use when the user provides a database foundation article title and references such as technical docs, product manuals, open-source repositories, DeepWiki pages, papers, source code, or related blog posts, and wants a rigorous, SVG-rich, practice-oriented GitHub-renderable Markdown article saved as a .md file.
• database-lookup by K-Dense-AI. Updated September 11, 2026. Query documented public database APIs with explicit endpoints, filters, pagination, and provenance. Use when a scientific, regulatory, financial, or other database-backed fact must be retrieved reproducibly from a named source rather than inferred from general knowledge.
• db-foundation-course by digoal. Updated April 22, 2026. 编写"数据库筑基课"文章的专用 Skill，面向数据库架构师、DBA 和业务开发者。输入一个筑基课文章标题及相关参考资料（技术文档、产品手册、开源项目地址、deepwiki、论文等），输出图文并茂、结构完整的 Markdown 筑基课文章，保存至项目 markdown/ 目录。适用主题覆盖：表存储结构（heap/parquet/arrow/zedstore/LSM-Tree/HStore等）、索引结构（btree/gin/brin/hnsw/ivfflat/bloom等）、数据类型与操作符（vector/jsonb/tsvector/range/array等）、优化器扫描算法（seq scan/index scan/bitmap scan/join/agg/并行等）、场景化实践（时序/GIS/RAG/全文检索/图数据/数据湖等）以及事务/锁/并发/安全等周边主题。只要用户提及"筑基课"、"数据库原理"、"数据库内核"写作，或给出了数据库存储/索引/扫描相关的技术文档让你写成教程，都应使用此 Skill。
• dbs-content by dontbesilent2025. Updated August 11, 2026. 诊断如何把已经确定的选题做成好内容。用户要求设计内容、检查文案或改善内容表达时使用。
• ddd-validate by ruvnet. Updated July 17, 2026. Validate domain boundaries -- detect cross-context import violations and aggregate invariant issues. Use when auditing a DDD codebase for leaks between bounded contexts, before merging cross-cutting changes, or as a CI gate to catch boundary erosion early.
• debug by Hmbown. Updated July 22, 2026. Reproduce, minimize, localize, identify root cause, and distinguish diagnosis from an authorized fix. Prefer root-cause over symptom patches.
• debugging-strategies by davila7. Updated April 4, 2026. Transform debugging from frustrating guesswork into systematic problem-solving with proven strategies, powerful tools, and methodical approaches.
• decision-questionnaire by NousResearch. Updated August 29, 2026. Turn an unanswerable decision into a questionnaire doc.
• deep-company-series by xbtlin. Updated August 2, 2026. AI Berkshire skill: 看懂XX公司（深度公司系列）：3-8 篇长文拆一家公司. Source: skills/deep-company-series.md.
• deep-research by affaan-m. Updated May 17, 2026. コンテキスト深い研究を実施し、複雑なテーマについての権威ある答えを生成します。複数のソースをキュレート、相互参照、合成してコンテキスト内の完全な画像を構築します。
• deep-research by bytedance. Updated March 3, 2026. Use this skill instead of WebSearch for ANY question requiring web research. Trigger on queries like "what is X", "explain X", "compare X and Y", "research X", or before content generation tasks. Provides systematic multi-angle research methodology instead of single superficial searches. Use this proactively when the user's question needs online information.
• deposition-prep by anthropics. Updated May 12, 2026. Build a deposition outline for a witness — pull their documents from the eDiscovery platform, organize topics around the case theory, and surface impeachment material. Use when the user says "depo prep for [witness]", "build a depo outline", or "prepare for [name]'s deposition".
• design-system by anthropics. Updated March 13, 2026. Audit, document, or extend your design system. Use when checking for naming inconsistencies or hardcoded values across components, writing documentation for a component's variants, states, and accessibility notes, or designing a new pattern that fits the existing system.
• diagnosing-sdk-health by PostHog. Updated June 8, 2026. Diagnoses the health of a project's PostHog SDK integrations — which SDKs are out of date and how to fix them. Use when a user asks about PostHog SDK versions, outdated SDKs, upgrade recommendations, "SDK health", "SDK doctor" (the former name), or when events or features seem off and it might be due to an old SDK.
• discourse-admin-ui by discourse. Updated August 31, 2026. Use when creating, modifying, or reviewing Discourse admin interfaces in core or plugins. Covers admin sidebar navigation, config pages, route/templates, DPageHeader breadcrumbs/tabs/actions, DPageSubheader, AdminConfigAreaCard, help insets, d-table responsive tables, empty states, third-level new/edit routes, filtered site setting pages, plugin admin UIs, translations, accessibility, and current in-repo examples.
• discourse-site-settings by discourse. Updated July 9, 2026. Use when adding, modifying, renaming, or reviewing Discourse site settings in core or plugins. Covers config/site_settings.yml and plugin config/settings.yml, setting names, types, defaults, client exposure, areas, validators, i18n descriptions, category/category_list conventions, category scope dropdowns, access patterns, cache implications, tests, browser verification, and migration handoffs.
• discover-brand by anthropics. Updated February 24, 2026. This skill orchestrates autonomous discovery of brand materials across enterprise platforms (Notion, Confluence, Google Drive, Box, SharePoint, Figma, Gong, Granola, Slack). It should be used when the user asks to "discover brand materials", "find brand documents", "search for brand guidelines", "audit brand content", "what brand materials do we have", "find our style guide", "where are our brand docs", "do we have a style guide", "discover brand voice", "brand content audit", or "find brand assets".
• doc-and-modernize by github. Updated July 10, 2026. Two related workflows for a locally-cloned codebase, in one skill. Documentation mode produces a single, comprehensive, verifiable architecture document primarily by reading files on disk (local-first) — use it whenever the user wants to understand, map, document, research, or onboard onto a codebase ("research this repo", "write up the architecture", "do an architecture deep dive", "document how this codebase works", "map the system design", "create an onboarding doc"). Modernization mode generates a phased plan to modernize, migrate, upgrade, or rewrite a legacy system ("modernize this", "plan the migration", "how would we rewrite this", "how do we get off this legacy stack"); if no architecture document exists yet it first runs Documentation mode, then continues straight through to the plan. It assumes the legacy stack may be dead, runs a time-boxed feasibility spike, and picks the highest achievable rung on a safety ladder instead of demanding a fully-green legacy CI gate up front.
• doc-gen by ruvnet. Updated July 17, 2026. Generate and maintain documentation with drift detection. Use when the user asks to write/update/refresh docs, detect doc drift against code, or schedule recurring documentation maintenance.
• doc-maintenance by paperclipai. Updated May 28, 2026. Keep project docs aligned with recent code and feature changes — detect drift, update affected pages, and add release-relevant notes without rewriting unchanged sections.
• docs by ccusage. Updated August 1, 2026. Routes ccusage documentation impact work. Use when code or behavior changes affect README files, docs guides, VitePress navigation, screenshots, schema docs, or user-facing commands/options, and when auditing whether a change needs docs at all.
• docs-audit by strands-agents. Updated June 15, 2026. Assess a published or in-progress documentation page for quality, accuracy, and voice compliance. Use before rewriting a page, during periodic health checks, when community signals point to confusion, or when comparing against competitor docs. Also triggers on "audit this page", "assess the docs", "what's wrong with this page", "check docs quality", "review this doc page".
• docs-audit-and-refresh by QwenLM. Updated June 9, 2026. Audit the repository's docs/ content against the current codebase, find missing, incorrect, or stale documentation, and refresh the affected pages. Use when the user asks to review docs coverage, find outdated docs, compare docs with the current repo, or fix documentation drift across features, settings, tools, or integrations.
• docs-learn-site-structure by netdata. Updated September 12, 2026. Change, review or troubleshoot Learn publication, docs/.map mapping, page URLs, redirects, sidebars, MDX and ingest/CI behavior. Local site builds require docs-learn-pr-preview; generated integration content uses metadata/integrations skills.
• docs-planner by strands-agents. Updated June 9, 2026. Identify documentation gaps and prioritize the docs backlog. Use when planning a docs improvement sprint, after signals surface repeated friction, when new SDK features ship without docs, or for periodic health assessment. Also triggers on "plan docs work", "what docs need writing", "prioritize the backlog", "docs health check", "what should we document next".
• docs-skill by TypeCellOS. Updated August 31, 2026. Conventions and verification workflow for writing and restructuring the documentation site (docs/content). Should be used when adding, editing, or reviewing docs pages.
• documentation by microsoft. Updated April 29, 2026. Add documentation for contributors and developers.
• duplicate-sweep by superset-sh. Updated September 4, 2026. Find and merge duplicate Linear issues — group reports of the same underlying bug, pick the survivor, and move the evidence across. Use when the backlog has grown noisy, someone asks whether an issue is already reported, or you are cleaning up before planning.
• dyadpr-rebase by dyad-sh. Updated February 12, 2026. Rebase the current branch on the latest upstream changes, resolve conflicts, and push.
• edit-the-docs by supabase. Updated September 26, 2026. Restructure, reorder, and improve existing Supabase docs pages under apps/docs: clarity, connective text, section grouping, and brevity. Use when asked to edit, reorganize, restructure, tighten prose, add glue between sections, or split a page edit into stacked PRs. Not for net-new feature drafts, which belong to write-the-docs, and not for PR triage or verification, which belong to review-the-docs.
• em-dash by github. Updated June 18, 2026. Expert on the history, origin, and correct use of the em dash. Use when writing or reviewing code, comments, or data files to avoid em and en dashes, defaulting to never using them and replacing any found with a hyphen (-). Includes strong knowledge of punctuation marks and the proper usage of punctuation characters when writing comments.
• email-inbox-triage by NousResearch. Updated September 15, 2026. Triage an inbox: prioritize threads, draft replies safely.
• engram-cultural-norms by Gentleman-Programming. Updated March 7, 2026. Cultural and collaboration norms for Engram contributors and agents. Trigger: Starting substantial work, reviewing changes, or defining team conventions.
• enrich by garrytan. Updated September 15, 2026. Enrich brain pages with tiered enrichment protocol. Creates and updates person/company pages with compiled truth, timeline, and cross-links. Use when a new entity is mentioned or an existing page needs updating.
• example-skill by NVIDIA. Updated September 16, 2026. Documents manifest locations for an example skill.
• explore-codebase by tirth8205. Updated September 13, 2026. Navigate and understand codebase structure using the knowledge graph
• faq by thedaviddias. Updated May 29, 2026. Use when adding FAQ sections to landing pages or blog posts, generating FAQPage JSON-LD from existing Q&A content, or validating that structured data on pages with FAQ sections is syntactically and semantically correct.
• faq-page by nexu-io. Updated May 18, 2026. A Frequently Asked Questions (FAQ) page with collapsible accordion sections, search functionality, and category filtering. Use when the brief asks for "FAQ", "help center", "questions", or "support page".
• feishu-wiki by openclaw. Updated August 4, 2026. Feishu knowledge-base navigation workflows. Activate when the user mentions a knowledge base, wiki, or wiki link.
• fern-components by ai-dynamo. Updated July 31, 2026. Knowledge of Fern's built-in MDX component library (accordions, callouts, cards, steps, tabs, code blocks, API-reference snippets, and more) for authoring docs pages. Use when writing or editing a Fern `.mdx` page and deciding whether a component would present content better than plain Markdown, when a user asks "what Fern components exist" or "how do I use `<X>`", or when reviewing a page for missed opportunities to use a component. Complements dynamo-docs (which owns page placement, nav, frontmatter, and the style guide).
• fern-navigation by ai-dynamo. Updated July 27, 2026. Knowledge of Fern's site-level navigation and structure configuration — how a docs site is organized in `docs.yml` (and product/version `.yml` files) using sections, pages, folders, tabs, tab variants, versions, products, changelogs, and site-level settings, plus per-page frontmatter. Use when designing or changing the shape of a Fern docs site (adding a tab, splitting into products, cutting a version, restructuring the sidebar, moving the changelog, tuning the navbar/layout/theme) or when a user asks "what options does Fern give me for navigation" or "how do I configure X in docs.yml". Complements fern-components (in-page MDX components) and dynamo-docs (this repo's page placement, style guide, and .md/.mdx rules).
• file-good-first-bug by mozilla-firefox. Updated August 3, 2026. Use this skill when the user wants to file good-first-bugs in Bugzilla for Firefox. A good-first-bug is a narrow, self-contained, low-risk task scoped so a first-time contributor can land it without deep context. Sources include lint warnings, small typos, dead-code removal, mechanical refactors, docs conversions, or any other small task the user points at. Produces prefilled `enter_bug.cgi` URLs the user clicks to submit. Trigger on phrases like "file a good first bug", "open good first bugs for X", "create a good-first-bug from this".
• file-issue by superset-sh. Updated September 4, 2026. Turn a rough report into a Linear issue someone can pick up — reproduce the claim, check for duplicates, and fill in team, priority, and labels. Use when the user says to file, open, or create an issue, hands over a bug report or error, or asks to get something into Linear.
• file-locate-verify by HKUDS. Updated July 17, 2026. Systematic workflow to resolve FileNotFoundError by locating and verifying file paths
• file-organizer by davila7. Updated January 25, 2026. Intelligently organizes files and folders by understanding context, finding duplicates, and suggesting better organizational structures. Use when user wants to clean up directories, organize downloads, remove duplicates, or restructure projects.
• file-organizer by NVIDIA. Updated May 12, 2026. Organizes files in your project directory
• find-dropbox-content by openai. Updated August 26, 2026. Find Dropbox files and folders relevant to a user request. Use when the user asks to search Dropbox, find a document, locate recent files, browse a folder, identify likely source files, or narrow down where content lives before reading, sharing, organizing, or restoring it.
• find-in-notion by superset-sh. Updated September 17, 2026. Find what the workspace already says before you answer or write — search Notion, tell the canonical page from the stale copy, and cite what you used. Use when the user asks what's in Notion, refers to a doc, spec, or meeting note, or asks a question the workspace probably already answers.
• find-simplifications by QwenLM. Updated September 25, 2026. Use for a periodic repo-wide sweep of qwen-code for accumulated excess surface — dead components and files, orphaned locale keys, exports nothing consumes, added-then-removed scaffolding — filing candidates on a tracking issue and landing only what a maintainer has said yes to. Repo-wide and evidence-first; every consumer is named before anything is deleted. Not for tidying a diff you just wrote (that is bundled `/simplify`) and not for defects (that is `/review`).
• fix-art-issues by OpenPipe. Updated February 28, 2026. Fix a GitHub issue on OpenPipe/ART and open a PR. Use when the user asks to fix, solve, or work on an ART issue, or references a GitHub issue URL containing "OpenPipe/ART". Triggers: "fix ART issue", "solve this issue" with an OpenPipe/ART URL, "work on ART #N".
• fix-contribution by dr5hn. Updated March 27, 2026. Fix common issues in geographic data contributions to the CSC database. Use this skill whenever you need to fix, correct, repair, patch, or resolve issues in a data contribution or PR. Trigger on: "@copilot fix this", "auto-fix" label on issues, "can you fix", "please correct", "help me fix", "what's wrong with my PR", removing auto-managed fields, correcting country codes, fixing mismatched foreign keys, or formatting JSON. Also use when a PR has validation errors and you need to commit fixes directly. Read common-fixes.md in this directory for fix patterns and examples.
• fix-sql-parser by fleetdm. Updated September 4, 2026. Fix the osquery SQL parser when it rejects a valid query (or accepts an invalid one). Use when a query is flagged as invalid in the query editor but runs fine in osquery, when asked to "fix the SQL parser", "fix the grammar", "this query is valid but Fleet says syntax error", or when a corpus knownFailure needs closing.
• fixing-accessibility by ibelick. Updated February 19, 2026. Audit and fix HTML accessibility issues including ARIA labels, keyboard navigation, focus management, color contrast, and form errors. Use when adding interactive controls, forms, dialogs, or reviewing WCAG compliance.
• fixissueno by microsoft. Updated September 18, 2026. fixIssueNo
• freshdesk by civitai. Updated March 6, 2026. Interact with Freshdesk support platform - search/view/update tickets, reply to customers, add notes, look up contacts, and manage Knowledge Base articles. Use when you need to manage support tickets, look up customer information, or work with KB content.
• frontend-architecture by vudovn. Updated July 18, 2026. How to organize frontend code — separation of concerns (UI / logic / data / type), file responsibility, state tiers, API services, schema validation, and framework conventions for React/Next and Vue. Structural rules, not visual design.
• frontend-forge-fe-operations by kubesphere. Updated May 27, 2026. Operate FrontendExtension (FE) resources in frontend-forge: create, update, rebuild, inspect package artifacts, download packages, publish, unpublish, delete, and debug package/publish controller behavior. Use this skill whenever the user mentions FE operations, FrontendExtension lifecycle, extension package/download/publish/unpublish, artifact ConfigMaps, package Jobs, publisher Jobs, publish target ConfigMaps or Secrets, rebuild-token, package-state/publish-state labels, or troubleshooting FE status in a Kubernetes cluster.
• frontmatter-guard by garrytan. Updated September 15, 2026. Validate and auto-repair YAML frontmatter on brain pages. Catches malformed pages before they enter the brain (missing closing
• fuzzing-obstacles by trailofbits. Updated September 16, 2026. Patches past the barriers that stop a fuzzer making progress — checksum and hash verification, magic-value validation, time-based seeds, and other non-deterministic global state. Covers locating the blocking check, neutering it behind a fuzzing build flag, and avoiding the false positives a patch can introduce. Use when a fuzzer is stuck at validation, when coverage shows large regions behind a checksum, or when valid inputs are impractical to generate.
• gbrain by garrytan. Updated August 1, 2026. Search and write the company knowledge brain. Use for any question about the org, people, projects, decisions, or history, and to persist durable knowledge beyond this scope's notebook.
• general-assistant by NVIDIA. Updated May 12, 2026. Use when you need help with anything
• generating-sorbet by midudev. Updated April 24, 2026. Generates or updates Sorbet type signatures in separate .rbi files. Triggers when creating, updating, or maintaining type signatures for Ruby source files.
• gke-custom-golden-image-discovery by google. Updated September 21, 2026. Discovers golden base images for creating GKE custom node images based on technical specifications or context clues. Use when finding the golden base image for custom GKE node creation, mapping cluster configuration parameters (GKE version, OS, architecture, accelerators, gVisor, cgroups) to image names, or querying GKE base image maps. Don't use for general GKE cluster creation (use gke-cluster-creation) or standard node pool management (use gke-basics).
• go by grafana. Updated January 30, 2026. Best practices for working with Go codebases. Use when writing, debugging, or exploring Go code, including reading dependency sources and documentation.
• gog-sites by openclaw. Updated June 22, 2026. Google Sites operations through gog.
• google-slides by openai. Updated August 27, 2026. Route Google Slides authoring requests and derive a design system from a native template or reference deck. Use this skill when the user provides an existing native Google Slides deck as a template, reference, or prior-period source, or asks to edit, update, repair, restyle, or clean up an existing native Google Slides deck. Use the Presentations skill instead for net-new presentation creation when no existing native Google Slides deck must be followed.
• grammar-check by phuryn. Updated March 3, 2026. Identify grammar, logical, and flow errors in text and suggest targeted fixes without rewriting the entire text. Use when proofreading content, checking writing quality, or reviewing a draft.
• graphify by Graphify-Labs. Updated September 23, 2026. Use for any question about a codebase, its architecture, file relationships, or project content — especially when graphify-out/ exists, where the question should be treated as a graphify query first. Turns any input (code, docs, papers, images, videos) into a persistent knowledge graph with god nodes, community detection, and query/path/explain tools.
• graphify by safishamsi. Updated July 1, 2026. Use for any question about a codebase, its architecture, file relationships, or project content — especially when graphify-out/ exists, where the question should be treated as a graphify query first. Turns any input (code, docs, papers, images, videos) into a persistent knowledge graph with god nodes, community detection, and query/path/explain tools.
• grill-with-docs by yikart. Updated June 23, 2026. Grilling session that challenges your plan against the existing domain model, sharpens terminology, and updates documentation (CONTEXT.md, ADRs) inline as decisions crystallise. Use when user wants to stress-test a plan against their project's language and documented decisions.
• grounded-citations by NousResearch. Updated September 8, 2026. Ground answers and documents in cited, verifiable sources.
• grounded-vault by wshobson. Updated September 1, 2026. Use when maintaining a durable Markdown knowledge store that agents compile from sources, when every number or quote in a wiki page must trace back to an immutable source, or when compiled pages need cheap drift detection against the code they describe. Teaches the raw/wiki/archive layout, per-claim provenance links, and git fingerprints for zero-token staleness checks.
• gsd-docs-update by open-gsd. Updated June 22, 2026. Generate or update project documentation verified against the codebase
• gsd-health by open-gsd. Updated September 6, 2026. Diagnose planning directory health and optionally repair issues
• gsd-import by open-gsd. Updated August 24, 2026. Ingest external plans with conflict detection against project decisions before writing anything.
• gsd-onboard by open-gsd. Updated July 5, 2026. Guide existing codebase onboarding through mapping, doc ingest, and planning setup
• guidance by agentscope-ai. Updated May 14, 2026. Answer user questions about QwenPaw installation and configuration: first locate and read local documentation, then distill the answer; if local information is insufficient, fall back to the official website documentation.
• gws-workflow-meeting-prep by googleworkspace. Updated March 31, 2026. Google Workflow: Prepare for your next meeting: agenda, attendees, and linked docs.
• hackernews-frontpage by garrytan. Updated August 17, 2026. Scrape the Hacker News front page (titles, points, comment counts).
• handbook-updates by anthropics. Updated May 11, 2026. Diff a proposed handbook change against the current version, flag ripple effects and state supplement impacts. Use when user says "update the handbook", "add this to the handbook", "handbook change", or has a policy ready for insertion.
• help by Donchitos. Updated September 29, 2026. What should I do next? Use when stuck or you don't know what to do.
• higress-daily-report by higress-group. Updated August 1, 2026. 生成 Higress 项目每日报告，追踪 issue/PR 动态，沉淀问题处理经验，驱动社区问题闭环。用于生成日报、跟进 issue、记录解决方案。
• hindsight-cloud by vectorize-io. Updated March 16, 2026. Store team knowledge, project conventions, and learnings from tasks. Use to remember what works and recall context before new tasks. Connects to Hindsight Cloud. (user)
• hindsight-self-hosted by vectorize-io. Updated March 16, 2026. Store team knowledge, project conventions, and learnings from tasks. Use to remember what works and recall context before new tasks. Connects to a self-hosted Hindsight server. (user)
• hive-note-taking by aden-hive. Updated April 17, 2026. Maintain a free-form scratchpad of decisions, extracted values, and open questions so context pruning doesn't lose anything you still need.
• html-ppt-zhangzara-block-frame by nexu-io. Updated July 10, 2026. Rescuing a messy startup deck into a board-grade system — the diagnosis, the page grammar, and the rebuilt proof pages. Built as a decision-grade design craft deck for founders, exec presenter.
• html-ppt-zhangzara-block-frame by nexu-io. Updated August 18, 2026. Rescuing a messy startup deck into a board-grade system — the diagnosis, the page grammar, and the rebuilt proof pages. Built as a decision-grade design craft deck for founders, exec presenter.
• html-ppt-zhangzara-monochrome by nexu-io. Updated July 10, 2026. A grant proposal on CRISPR base-editing for sickle-cell disease — the hypothesis, the approach, the milestones, and the risk. Built as a decision-grade academic research deck for grant review committee.
• html-ppt-zhangzara-monochrome by nexu-io. Updated August 18, 2026. A grant proposal on CRISPR base-editing for sickle-cell disease — the hypothesis, the approach, the milestones, and the risk. Built as a decision-grade academic research deck for grant review committee.
• hugging-face-paper-publisher by patchy631. Updated January 23, 2026. Publish and manage research papers on Hugging Face Hub. Supports creating paper pages, linking papers to models/datasets, claiming authorship, and generating professional markdown-based research articles.
• huggingface-paper-publisher by huggingface. Updated March 23, 2026. Publish and manage research papers on Hugging Face Hub. Supports creating paper pages, linking papers to models/datasets, claiming authorship, and generating professional markdown-based research articles.
• hunk-release by modem-dev. Updated September 23, 2026. Prepares, publishes, verifies, and curates Hunk releases. Use for release metadata, benchmarks, tags, publishing, release videos, backports, or recovery.
• index-knowledge by tursodatabase. Updated January 29, 2026. Generate hierarchical AGENTS.md knowledge base for a codebase. Creates root + complexity-scored subdirectory documentation.
• index-refresh by paperclipai. Updated July 10, 2026. Use when an LLM Wiki operation issue requests an index refresh. Rebuild `wiki/index.md` from the actual wiki tree, reconcile missing/deleted entries, and log counts without editing page bodies.
• init-deep by code-yeongyu. Updated September 29, 2026. Initializes a hierarchical AGENTS.md knowledge base for a project. Use when a repo needs its structure, commands, and conventions documented for agents.
• init-deep by code-yeongyu. Updated September 4, 2026. Initializes a hierarchical AGENTS.md knowledge base for a project. Use when a repo needs its structure, commands, and conventions documented for agents.
• internal-investigation by anthropics. Updated May 11, 2026. Reference: shared framework for managing internal investigations from intake through final memo — privileged investigation log, document processing with needle-finding, source coverage tracking, Q&A against the log, memo drafting, and audience summaries. Loaded by /investigation-open, /investigation-add, /investigation-query, /investigation-memo, and /investigation-summary; not invoked directly.
• investigate-first by JuliusBrussee. Updated August 11, 2026. Diagnose ambiguous failures before editing. Use for unknown causes, intermittent behavior, performance regressions, or investigations needing evidence-ranked hypotheses.
• investigation-add by anthropics. Updated May 11, 2026. Add data to an open investigation — documents, interview notes, or observations. Processes batches against the documented pull criteria, surfaces significant items, and logs everything reviewed for coverage verification. Use when new evidence, interview notes, or document productions come in for an open investigation.
• investigation-open by anthropics. Updated May 11, 2026. Open a new internal investigation matter — runs intake, generates the sources checklist, and creates the persistent investigation log. Use when a complaint or allegation comes in and the attorney needs to stand up a privileged investigation workspace.
• investigation-query by anthropics. Updated May 11, 2026. Ask questions against an open investigation log — what witnesses said, where accounts conflict, what gaps exist, what the strongest evidence is on each issue. Use when the attorney needs to query the investigation record without re-reading every entry.
• issue-grouping by microsoft. Updated September 18, 2026. Group similar issues.
• issue-reply by NG-ZORRO. Updated August 22, 2026. Triage and draft replies for NG-ZORRO GitHub issues. Use when asked to review, answer, label, close, or maintain issues.
• iterative-retrieval by affaan-m. Updated March 30, 2026. 逐步优化上下文检索以解决子代理上下文问题的模式
• jupyter-notebook by davila7. Updated February 8, 2026. Use when the user asks to create, scaffold, or edit Jupyter notebooks (`.ipynb`) for experiments, explorations, or tutorials; prefer the bundled templates and run the helper script `new_notebook.py` to generate a clean starting notebook.
• jupyter-notebook by microsoft. Updated February 19, 2026. استخدمه عندما يطلب المستخدم إنشاء أو تهيئة أو تعديل دفاتر Jupyter (`.ipynb`) للتجارب أو الاستكشافات أو الدروس التعليمية؛ فضّل القوالب المضمّنة وقم بتشغيل سكربت المساعدة `new_notebook.py` لتوليد دفتر بدءٍ نظيف
• jupyter-notebook by microsoft. Updated February 20, 2026. ব্যবহার করুন যখন ব্যবহারকারী পরীক্ষার, অনুসন্ধানের, বা টিউটোরিয়ালের জন্য Jupyter নোটবুকগুলি (`.ipynb`) তৈরি, স্ক্যাফোল্ড, বা সম্পাদনার অনুরোধ করে; বান্ডিলকৃত টেমপ্লেটগুলিকে অগ্রাধিকার দিন এবং একটি পরিষ্কার সূচনা নোটবুক তৈরি করার জন্য সহায়ক স্ক্রিপ্ট `new_notebook.py` চালান।
• jupyter-notebook by microsoft. Updated February 18, 2026. Use when the user asks to create, scaffold, or edit Jupyter notebooks (`.ipynb`) for experiments, explorations, or tutorials; prefer the bundled templates and run the helper script `new_notebook.py` to generate a clean starting notebook.
• jupyter-notebook by microsoft. Updated February 20, 2026. Kasuta, kui kasutaja palub luua, üles ehitada või redigeerida Jupyteri märkmikke (`.ipynb`) katsetuste, uurimiste või juhendite jaoks; eelista kaasasolevaid malle ja käivita abiskript `new_notebook.py`, et genereerida puhas algne märkmik.
• jupyter-notebook by microsoft. Updated February 19, 2026. زمانی استفاده شود که کاربر درخواست ایجاد، ساختاردهی یا ویرایش دفترچه‌های Jupyter (`.ipynb`) برای آزمایش‌ها، کاوش‌ها یا آموزش‌ها را دارد؛ از قالب‌های همراه ترجیحاً استفاده کنید و اسکریپت کمکی `new_notebook.py` را اجرا کنید تا یک دفترچهٔ آغازین تمیز تولید شود.
• jupyter-notebook by microsoft. Updated February 20, 2026. उपयोग तब करें जब उपयोगकर्ता प्रयोगों, खोजों, या ट्यूटोरियल्स के लिए Jupyter नोटबुक (`.ipynb`) बनाने, स्कैफोल्ड करने, या संपादित करने के लिए कहे; पैकेज किए गए टेम्पलेट्स को प्राथमिकता दें और एक साफ शुरुआत वाला नोटबुक बनाने के लिए सहायक स्क्रिप्ट `new_notebook.py` चलाएँ।
• jupyter-notebook by microsoft. Updated June 28, 2026. ユーザーが実験、探索、またはチュートリアル用の Jupyter Notebook（`.ipynb`）を作成、スキャフォールド、または編集するよう依頼したときに使用します。バンドルされたテンプレートを優先し、ヘルパースクリプト `new_notebook.py` を実行してクリーンな開始ノートブックを生成してください。
• jupyter-notebook by microsoft. Updated April 6, 2026. ប្រើនៅពេលដែលអ្នកប្រើស្នើឲ្យបង្កើត រៀបចំ (scaffold) ឬកែសម្រួល Jupyter notebooks (`.ipynb`) សម្រាប់សាកល្បង ស្វែងរក ឬមេរៀន; អនុសាសន៍ឲ្យប្រើទំរង់គំរូដែលភ្ជាប់មកជាមួយ និងរត់ស្គ្រីបជំនួយ `new_notebook.py` ដើម្បីបង្កើតសៀវភៅចាប់ផ្តើមដែលស្អាត។
• jupyter-notebook by microsoft. Updated March 7, 2026. ಬಳಕೆದಾರರು ಪ್ರಯೋಗಗಳು, ಅನ್ವೇಷಣೆಗಳು ಅಥವಾ ಟ್ಯುಟೋರಿಯಲ್‌ಗಳಿಗಾಗಿ Jupyter ನೋಟ್ಬುಕ್‌ಗಳು (`.ipynb`) ರಚಿಸಲು, ಮೂಲ ರಚನೆ ಸಿದ್ಧಪಡಿಸಲು ಅಥವಾ ಸಂಪಾದಿಸಲು ಕೇಳಿದಾಗ ಬಳಸಿರಿ; ಸಂಯೋಜಿತ ಟೆಂಪ್ಲೇಟ್‌ಗಳಿಗೆ ಪ್ರಾಧಾನ್ಯ ನೀಡಿ ಮತ್ತು ಪ್ರಾರಂಭಿಕ ಸ್ವಚ್ಛ ನೋಟ್ಬುಕ್ ರಚಿಸಲು ಸಹಾಯಕ ಸ್ಕ್ರಿಪ್ಟ್ `new_notebook.py` ಅನ್ನು ರನ್ ಮಾಡಿ.
• jupyter-notebook by microsoft. Updated February 20, 2026. वापरा जेव्हा वापरकर्ता प्रयोग, अन्वेषण किंवा ट्यूटोरियलसाठी Jupyter नोटबुक्स (`.ipynb`) तयार करण्यास, स्कॅफोल्ड करण्यास किंवा संपादित करण्यास विचारतो; बंडल केलेल्या टेम्पलेट्सना प्राधान्य द्या आणि स्वच्छ प्रारंभिक नोटबुक तयार करण्यासाठी सहाय्यक स्क्रिप्ट `new_notebook.py` चालवा.
• jupyter-notebook by microsoft. Updated February 20, 2026. Bruk når brukeren ber om å opprette, sette opp eller redigere Jupyter-notatbøker (`.ipynb`) for eksperimenter, utforskninger eller veiledninger; foretrekk de medfølgende malene og kjør hjelpeskriptet `new_notebook.py` for å generere en ren startnotatbok.
• jupyter-notebook by microsoft. Updated February 19, 2026. ਜਦੋਂ ਉਪਭੋਗਤਾ ਤਜਰਬਿਆਂ, ਖੋਜਾਂ, ਜਾਂ ਟਿਊਟੋਰੀਅਲਾਂ ਲਈ Jupyter ਨੋਟਬੁੱਕ (`.ipynb`) ਬਣਾਉਣ, ਸਕੈਫੋਲਡ ਕਰਨ, ਜਾਂ ਸੋਧ ਕਰਨ ਨੂੰ ਕਹੇ, ਇਸਦਾ ਉਪਯੋਗ ਕਰੋ; ਬੰਡਲ ਕੀਤੇ ਟੈਮਪਲੇਟਾਂ ਨੂੰ ਤਰਜੀਹ ਦਿਓ ਅਤੇ ਇੱਕ ਸਾਫ਼ ਸ਼ੁਰੂਆਤੀ ਨੋਟਬੁੱਕ ਤਿਆਰ ਕਰਨ ਲਈ ਸਹਾਇਕ ਸਕ੍ਰਿਪਟ `new_notebook.py` ਚਲਾਓ.
• jupyter-notebook by microsoft. Updated February 20, 2026. Use dis one wen di user dey ask make you create, scaffold, or edit Jupyter notebooks (`.ipynb`) for experiments, explorations, or tutorials; prefer di bundled templates and run di helper script `new_notebook.py` make e generate a clean starting notebook.
• jupyter-notebook by microsoft. Updated February 19, 2026. Uporabite, ko uporabnik prosi za ustvarjanje, pripravo ogrodja ali urejanje Jupyterjevih zvezkov (`.ipynb`) za poskuse, raziskovanja ali vadnice; prednost dajte priloženim predlogam in za ustvarjanje čistega začetnega zvezka zaženite pripomočni skript `new_notebook.py`.
• jupyter-notebook by microsoft. Updated February 20, 2026. பயனர் பரிசோதனைகள், ஆராய்ச்சிகள் அல்லது பயிற்சிகளுக்காக Jupyter நோட்புக்க்களை (`.ipynb`) உருவாக்க, முதற்கட்ட அமைப்பை உருவாக்க அல்லது தொகுத்து திருத்த கேட்டால் இதைப் பயன்படுத்தவும்; இணைக்கப்பட்ட வார்ப்புருக்களை முன்னுரிமை வையவும் மற்றும் சுத்தமான தொடக்க நோட்புக் உருவாக்க உதவும் உதவி ஸ்கிரிப்ட் `new_notebook.py`-ஐ இயக்கவும்.
• jupyter-notebook by microsoft. Updated March 7, 2026. వినియోగదారు ప్రయోగాలు, అన్వేషణలు లేదా పాఠ్యాల కోసం Jupyter నోట్‌బుక్స్ (`.ipynb`) సృష్టించమని, ఆధార నిర్మాణం (scaffold) చేయమని లేదా సవరిచమని అడిగినప్పుడు ఉపయోగించండి; బండిల్ చేయబడ్డ టెంప్లేట్లను ప్రాధాన్యంగా ఉపయోగించి సహాయక స్క్రిప్ట్ `new_notebook.py` ని నడపండి ఒక శుభ్రమైన ప్రారంభ నోట్‌బుక్ రూపొందించడానికి.
• jupyter-notebook by microsoft. Updated February 19, 2026. استعمال کریں جب صارف تجربات، تحقیق، یا ٹیوٹوریلز کے لیے جیوپیٹر نوٹ بکس (`.ipynb`) بنانے، ڈھانچہ تیار کرنے، یا ایڈیٹ کرنے کو کہے؛ شامل ٹیمپلیٹس کو ترجیح دیں اور ایک صاف شروعاتی نوٹ بک تیار کرنے کے لیے مددگار اسکرپٹ `new_notebook.py` چلائیں۔
• jupyter-notebook by microsoft. Updated February 20, 2026. Sử dụng khi người dùng yêu cầu tạo, dựng khung (scaffold), hoặc chỉnh sửa các sổ tay Jupyter (`.ipynb`) cho các thí nghiệm, khám phá, hoặc hướng dẫn; ưu tiên các mẫu đi kèm và chạy script trợ giúp `new_notebook.py` để tạo một sổ tay khởi đầu sạch.
• jupyter-notebook by microsoft. Updated February 19, 2026. 當使用者要求建立、搭建或編輯用於實驗、探索或教學的 Jupyter 筆記本 (`.ipynb`) 時使用；優先採用內建範本並執行輔助腳本 `new_notebook.py` 以產生一個乾淨的起始筆記本。
• jupyter-notebook by openai. Updated February 2, 2026. Use when the user asks to create, scaffold, or edit Jupyter notebooks (`.ipynb`) for experiments, explorations, or tutorials; prefer the bundled templates and run the helper script `new_notebook.py` to generate a clean starting notebook.
• kb-article by anthropics. Updated March 13, 2026. Draft a knowledge base article from a resolved issue or common question. Use when a ticket resolution is worth documenting for self-service, the same question keeps coming up, a workaround needs to be published, or a known issue should be communicated to customers.
• kb-gap-mining by kortix-ai. Updated July 17, 2026. Weekly reusable-session ticket-to-KB loop. Reads recently resolved Plain threads, clusters them into recurring topics, cross-references {{kb_path}} of {{kb_repo}} and a durable ledger to find topics with real volume and no article, drafts the top gaps from the actual resolutions, and opens a PR only — never publishing or merging.
• kb-research by MODSetter. Updated July 6, 2026. Structured approach to finding and synthesizing information from the user's knowledge base
• kb-search by GoogleCloudPlatform. Updated May 13, 2026. Allows listing, searching and extracting information from local knowledge base documents for information about tables
• knowledge-base by rommapp. Updated September 28, 2026. Read Greptile's synthesized knowledge base for this repository through the Greptile MCP (list_knowledge_bases, list_knowledge_base_documents, get_knowledge_base_document, search_knowledge_base). Use whenever you want context about the codebase, such as how a subsystem or flow works, where something lives, its architecture and conventions, or before planning a change in modules you have not read yet. Covers the lookup order, search and truncation limits, verifying claims against the checkout, and what to do when the tools are missing or unauthenticated.
• knowledge-base by wonderwhy-er. Updated June 30, 2026. Create and maintain a Markdown knowledge base that any AI agent can read, search, and update. Use when the user wants to start a knowledge base, add or update notes, organize docs/notes for an agent or LLM to consume, build an index of notes, or run a cleanup/maintenance pass on an existing MD knowledge base. Triggers include "knowledge base", "KB", "notes for the agent", "index of notes", "second brain", "docs for AI context", "add a note", "update the KB".
• knowledge-base by xerrors. Updated September 23, 2026. 使用 Yuxi 知识库进行检索、打开文档、文档内定位和查看思维导图。当用户需要基于已配置知识库回答问题、核验资料或引用文档内容时使用此技能。
• knowledge-distillation by volcengine. Updated September 9, 2026. Compile one or more OpenViking knowledge bases or document collections into topic-organized, evidence-grounded high-level knowledge, including cross-source findings, trends, changes, drivers, comparisons, implications, and uncertainties. Use with ov compile when the user asks to distill or synthesize a knowledge base, compare multiple collections, or derive higher-order insights such as changes across financial reports; do not use for document-by-document summaries.
• knowledge-graph by volcengine. Updated September 20, 2026. Compile documents, notes, web content, transcripts, research materials, or code repositories into an evidence-grounded, visualization-ready knowledge graph with semantically typed entity nodes, statement-level provenance, and typed relationship edges. Use with ov compile to create or incrementally refresh `entities/*.md` node artifacts and a root `relations.jsonl` edge file for people, organizations, groups, animals, places, products, projects, systems, services, modules, datasets, standards, documents, events, and other identifiable things.
• knowledge-ops by affaan-m. Updated May 17, 2026. 複数のストレージレイヤー（ローカルファイル、MCP メモリ、ベクターストア、Git リポジトリ）にわたるナレッジベースの管理、取り込み、同期、検索。ユーザーが知識システム全体で保存・整理・同期・重複排除・検索を行いたい場合に使用します。
• knowledge-ops by affaan-m. Updated May 11, 2026. 知识库管理、摄取、同步和跨多个存储层（本地文件、MCP内存、向量存储、Git仓库）的检索。当用户想要保存、组织、同步、去重或搜索其知识系统时使用。
• knowledge-ops by affaan-m. Updated June 11, 2026. Knowledge base management, ingestion, sync, and retrieval across multiple storage layers (local files, MCP memory, vector stores, Git repos). Use when the user wants to save, organize, sync, deduplicate, or search across their knowledge systems.
• knowledge-org by bojieli. Updated September 23, 2026. 组织与检索超越扁平文本块的知识时使用——涵盖 RAPTOR/GraphRAG 结构化索引选型、OpenViking 文件系统范式与 L0/L1/L2 按需加载、增量更新 PR 审核流与定期整理、Agentic RAG 与安全边界、上下文感知检索、结构化数据知识发现，以及双层记忆架构。
• knowledge-synthesis by anthropics. Updated March 13, 2026. Combines search results from multiple sources into coherent, deduplicated answers with source attribution. Handles confidence scoring based on freshness and authority, and summarizes large result sets effectively.
• knowledge-wiki by zhayujie. Updated April 16, 2026. Manage the personal knowledge wiki. Use when the user shares articles, documents, or asks to organize knowledge; when a conversation produces insights worth preserving as structured knowledge; or when the user asks about the knowledge base.
• land by openai. Updated March 4, 2026. Land a PR by monitoring conflicts, resolving them, waiting for checks, and squash-merging when green; use when asked to land, merge, or shepherd a PR to completion.
• langbot-skills-maintenance by langbot-app. Updated June 20, 2026. Maintain the langbot-skills repository with low duplication. Use when adding, editing, or auditing LangBot skills, references, cases, troubleshooting entries, indexes, or periodic entropy-control checks for this skills repository.
• langfuse-codebase-navigator by langfuse. Updated September 11, 2026. Navigate Langfuse repositories, code areas, and agent skills. Use to locate code, choose the right repo or skill, search across the Langfuse organization, or orient before implementation, debugging, documentation, support, or operations.
• lark-wiki by larksuite. Updated September 15, 2026. 飞书知识库：管理知识空间、空间成员和文档节点。创建和查询知识空间、查看和管理空间成员、管理节点层级结构、在知识库中组织文档和快捷方式。当用户需要在知识库中查找或创建文档、浏览知识空间结构、查看或管理空间成员、移动或复制节点时使用。当用户给出 doubao.com 的 /wiki/ URL/token 时，也应直接使用本 skill，不要因为域名不是飞书而回退到 WebFetch；路由依据是 URL 路径模式和 token，而不是域名。不负责：上传文件到知识库节点下（走 lark-drive）、编辑文档/表格/Base 内容（走 lark-doc / lark-sheets / lark-base）。
• lcx-doctor by code-yeongyu. Updated September 22, 2026. Diagnose LazyCodex and Codex CLI installation health against the latest sources. Use whenever the user asks for a doctor or health check, says LazyCodex, lazycodex-ai, omo-codex, or Codex behaves oddly after an install, update, or config change, suspects a stale, drifted, or broken setup, or wants the local install audited and compared with the latest LazyCodex and Codex code.
• learn by garrytan. Updated September 24, 2026. Manage project learnings.
• learn by tw93. Updated September 25, 2026. Runs a six-phase research workflow from source bundle to publish-ready output. Use when researching an unfamiliar domain or compiling materials into one reference. Not for quick lookups or single-file reads.
• learn-codebase by thedotmack. Updated May 2, 2026. Prime a codebase by reading every source file in full. Use when starting work on a new or unfamiliar project, or when the user asks to "learn the codebase", "read the codebase", "prime", or "get up to speed".
• learnings-researcher by udecode. Updated March 30, 2026. Searches docs/solutions/ for relevant past solutions by frontmatter metadata. Use before implementing features or fixing problems to surface institutional knowledge and prevent repeated mistakes.
• library-curator by nexu-io. Updated June 25, 2026. Search the OD Library (the global asset registry) and apply matching assets into the current project mid-task. Use when the user asks to reuse an image they captured/uploaded earlier, "pull a logo/screenshot from my library", or to find and drop a stored asset into the page being built.
• listitem by thedaviddias. Updated May 29, 2026. Use when applies to HTML documents with `<li>` elements. Also applies to custom ARIA lists where `role='listitem'` must be owned by `role='list'`. Common violations occur in templating systems where list markup is split across components or in CSS resets where developers use `<li>` for layout without proper list parents.
• living-docs-governance by affaan-m. Updated August 10, 2026. Keep a long-lived project's documentation from rotting by assigning existing project docs clear constitution, map, status, and history roles, then wiring the active agent harness to those canonical sources. Use in the maintain phase when docs drift from code, agents lose context between sessions, or intentional removals keep being recreated. Prefer adopting the repository's current docs structure over creating new root files. 中文触发：文档治理、活文档、项目状态追踪、防文档漂移、项目地图、健康仪表盘、删除区、长期项目治理
• ljg-constraint by lijigang. Updated July 6, 2026. 给一个领域、专业、角色、产品或争论找出真正框住它的几条约束，判明它们属于世界/规则/解释（硬/软/自设），看这组约束如何定义身份、补全问题、框出解空间并解释实际行为；尤其用于区分目标相同但约束不同导致的方案分歧，识别被误当硬事实的旧解释。USE WHEN 用户说 '约束', '找约束', '这个领域的约束是什么', '本质约束', '什么框住了它', '硬约束还是自设约束', '边界在哪', '这行为什么这么做', 'constraint', '/ljg-constraint', or gives any domain/profession/role/product/debate and wants its defining constraints and solution space mapped. NOT FOR 往下挖生成器（用 ljg-rank，找的是生成力不是边界）、纵向深钻一个观点到底（用 ljg-think）、拆一本书（用 ljg-book）、一个概念解剖（用 ljg-learn）。
• ljg-is by lijigang. Updated August 23, 2026. 把一个名词或概念写成可使用的理解：先用普通话讲清它是什么、与相邻概念差在哪里，再说明它怎样运作、会改写什么判断，最后给出面对它时的行动抓手。USE WHEN 用户问 X 是什么、怎么理解、意味着什么、为什么重要、以后怎样判断或使用；尤其适合技术概念、制度、产品、角色、方法、规范与实践。NOT FOR 单纯查事实、公式证明、逐步操作教程、纵向因果深挖（用 ljg-think）或母题结构（用 ljg-structure）。
• ljg-map by lijigang. Updated September 25, 2026. 以《学习观》的知识观洞察用户文稿，提炼概念、判别依据与有条件的联结，按文稿自身的关系绘制通俗的形式化知识地图；每个节点都有白话定义、短公式和具体语义，图形不预设层级。USE WHEN 用户调用 /ljg-map，或要求把文章、笔记、讲稿画成形式化地图、思考地形图、概念判别与关系图。NOT FOR 普通摘要、逐段改写、地理地图或单独的公式证明。
• llm-parsability by thedaviddias. Updated May 29, 2026. Use when auditing content pages for AI discoverability. Applies to any informational page intended to appear in AI-generated answers, search snippets, or knowledge base extraction.
• llm-wiki by alirezarezvani. Updated May 27, 2026. Use when building or maintaining a persistent personal knowledge base (second brain) in Obsidian where an LLM incrementally ingests sources, updates entity/concept pages, maintains cross-references, and keeps a synthesis current. Triggers include "second brain", "Obsidian wiki", "personal knowledge management", "ingest this paper/article/book", "build a research wiki", "compound knowledge", "Memex", or whenever the user wants knowledge to accumulate across sessions instead of being re-derived by RAG on every query.
• llm-wiki by NousResearch. Updated August 8, 2026. Karpathy's LLM Wiki: build/query interlinked markdown KB.
• llm-wiki by volcengine. Updated September 9, 2026. Compile heterogeneous knowledge sources—including documents, notes, web content, transcripts, research materials, and code repositories—into a Karpathy-style, evidence-grounded LLM Wiki with a maintained index; default entity and concept pages; and selective method, comparison, analysis, or instruction-requested summary pages. Use with ov compile to create or incrementally refresh knowledge that is easy for people and agents to retrieve, navigate, and reuse.
• llm-wiki-maintainer by paperclipai. Updated May 12, 2026. Use the LLM Wiki plugin tools to maintain a cited local company wiki.
• maintain by garrytan. Updated September 29, 2026. Brain health checks: back-link enforcement, citation audit, filing validation, stale info detection, orphan pages, and benchmarks. Use when asked to check brain health, run maintenance, or audit quality.
• maintain by slopus. Updated August 27, 2026. Maintain the slopus/happy open source project. Triage issues, draft closing comments, find duplicates, check if bugs are fixed on main, and engage with community contributors. NEVER posts comments or closes issues without showing exact text and getting approval first.
• manage-deprecations by quarkusio. Updated September 29, 2026. Maintain @Deprecated code in the Quarkus codebase: remove code that has been deprecated for more than 12 months, add the @Deprecated annotations that were missed when a related element was deprecated (e.g. a field is deprecated but its getters/setters/constructors are not), and apply new @Deprecated annotations the user requests (e.g. "deprecate constructors of classes that have a builder"). Use this skill whenever the user asks to clean up deprecations, remove old/long-deprecated code, purge deprecated APIs, "remove code deprecated for over a year", audit @Deprecated usage, fix inconsistent/incomplete deprecation annotations, or deprecate any element (method, constructor, field, class) — even if they don't name a specific class or module.
• managing-content by yikart. Updated March 17, 2026. Manages media files, drafts, and content organization. Use when user needs to upload media, create drafts, organize content, save to library, or manage media groups. 内容管理、媒体管理、保存媒体、创建草稿、素材管理、上传视频、保存到素材库。
• mastg-assign-ids by OWASP. Updated June 15, 2026. Assign real MASTG IDs to draft files that use fake placeholder IDs (e.g. MASTG-KNOW-0x01, MASTG-BEST-0x56). Use when finishing a PR that introduces new MASTG components with placeholder IDs, or when asked to "fix fake IDs", "assign real IDs", or "use next available IDs". Runs next_id.py to get the correct next IDs, renames all affected files, and replaces all in-content references.
• matter-workspace by anthropics. Updated May 11, 2026. Manage matter workspaces — new, list, switch, close, or detach (practice-level). File-management logic for keeping one client or engagement's context separate from every other. Use when working across multiple clients or matters, when the user says "new matter", "switch matter", "list matters", "close matter", or when any substantive skill needs to know which matter it's working in.
• matter-workspace by anthropics. Updated May 11, 2026. Manage matter workspaces — create, list, switch, close, or detach the active matter (practice-level). Use when working across multiple clients or matters and you need to keep one engagement's context separate from another, or when a substantive skill needs to know which matter it's working in.
• media-patch-review by mozilla-firefox. Updated July 30, 2026. Reviews dom/media code changes ONLY — not any other component. Fans out the in-tree dom/media review checklists (dom/media/docs/review/*.md) against a patch, one opus reviewer per checklist, then collects the findings. Temporary local tool until bugbug's /patch_review loads these docs directly. Triggers on: "media-patch-review", "/media-patch-review".
• mem0-tour by mem0ai. Updated September 8, 2026. Browses all stored memories grouped by category with full content display. Use when reviewing all project memories, exploring stored knowledge, onboarding to a project, or getting an overview of captured decisions, conventions, and learnings.
• memory by yc-software. Updated September 24, 2026. Deliberately search, add to, or curate your long-term memory with the `memory` tool — beyond the automatic recall/capture every turn already does. Use when asked who someone is or what they're working on, when you learn a durable fact worth keeping now, or when your notebook holds stale or wrong entries you should clean up.
• merge-into-branch by dotnet. Updated August 11, 2026. Create a merge branch from a chosen base, merge a chosen source/upstream branch into it, resolve common Roslyn conflicts (`.xlf`, `.resx`, compiler codegen), and summarize the resolutions.
• mermaid-diagrams by langchain-ai. Updated July 22, 2026. Embed Mermaid diagrams in generated wiki pages. Use whenever documenting a runtime or request flow, a call sequence, a state machine or lifecycle, a data model or entity relationships, or non-trivial control flow, since these are clearer as a diagram than as prose. Also use when an update run touches a page that already contains a mermaid fence, or a page that contains a text fence a previous run degraded.
• meta-description by thedaviddias. Updated May 29, 2026. Use when auditing page metadata or generating descriptions for new pages. Applies to every page that should receive organic search traffic.
• metrics by google-gemini. Updated May 12, 2026. Expertise in analyzing time-series repository health metrics, investigating root causes, and proposing proactive workflow improvements.
• mini-context-graph by github. Updated August 7, 2026. A persistent, compounding knowledge base combining Karpathy's LLM Wiki pattern with a structured knowledge graph. Ingest documents once — the LLM writes wiki pages, extracts entities/relations into the graph, and stores raw content for evidence retrieval. Knowledge accumulates and cross-references; it is never re-derived from scratch.
• multi-expert-analyzer by digoal. Updated July 7, 2026. 对任何领域的棘手问题进行深度思考分析,先识别问题所属领域并按需调度多位领域专家并行作答, 之后由事实核查员和红队做克制的事实审计与对抗性反驳,最后整合为面向小白的第一人称终稿。 适用:用户抛出一个跨领域/有深度的真实问题,希望听到多位专家的视角、看到观点的边界与证伪条件, 并得到一气呵成、通俗有据的最终文章。不适用:简单事实查询、纯情绪吐槽、不要求证据的随口一问。
• n8n-node-configuration by czlonkowski. Updated August 29, 2026. Operation-aware node configuration guidance. Use when configuring nodes, understanding property dependencies, determining required fields, choosing between get_node detail levels, or learning common configuration patterns by node type. Always use this skill when setting up node parameters — it explains which fields are required for each operation, how displayOptions control field visibility, and when to use patchNodeField for surgical edits vs full node updates.
• n8n-node-configuration by davila7. Updated January 8, 2026. Operation-aware node configuration guidance. Use when configuring nodes, understanding property dependencies, determining required fields, choosing between get_node_essentials and get_node_info, or learning common configuration patterns by node type.
• n8n-validation-expert by czlonkowski. Updated August 29, 2026. Interpret validation errors and guide fixing them. Use when encountering validation errors, validation warnings, false positives, operator structure issues, or need help understanding validation results. Also use when asking about validation profiles, error types, the validation loop process, or auto-fix capabilities. Consult this skill whenever a validate_node or validate_workflow call returns errors or warnings — it knows which warnings are false positives and which errors need real fixes.
• navigation by tabler. Updated September 17, 2026. Make a page reachable and keep its links valid — the preview sidebar/navbar menu in `shared/data/menu.json`, the docs menu in `shared/data/docs.json`, and the redirects in `docs/lib/redirects.ts`. Use whenever a page is added, renamed, moved or removed in `preview/pages/` or `docs/content/`, whenever a `pageMenu` key does not highlight the right entry, and whenever a docs URL changes. Covers both menu formats, the `pageMenu` key rules and the link gate.
• ncbi-clinicaltables-skill by openai. Updated April 21, 2026. Submit compact Clinical Tables NCBI Gene requests for human gene lookup, pagination, and field selection. Use when a user wants concise autocomplete-style human gene search results
• neat-freak by KKKKhazix. Updated July 19, 2026. Knowledge and governance closeout: reconcile project docs, rule files (CLAUDE.md/AGENTS.md), authorized agent memory, and workspace residue with what the code and runtime actually do, so the next session or the next person starts from one current answer. Trigger when the user names "neat-freak", "洁癖", or "/neat" — and also on clear knowledge-closeout intent without the name: syncing or tidying project docs/rules/memory after development ("把文档和记忆整理一下", "收尾时把文档同步掉", "docs 和代码对不上了"), stale or conflicting CLAUDE.md/memory, a clean handoff to a teammate or a fresh session, or auditing whether workspace rules are actually followed. Do not trigger for pure coding/refactoring/debugging tasks, tidying data or prose (JSON, 周报, changelog announcements), or a bare "整理" with no project-knowledge context.
• nemoclaw-maintainer-refactor-docs by NVIDIA. Updated September 12, 2026. Reorganize NemoClaw documentation pages, navigation, or content ownership while preserving published routes. Use for structural documentation refactors.
• no-comments by cursor. Updated September 7, 2026. Spawn Comment Sicko, fix accepted findings, and offer encodings for claimed constraints.
• nodegroup by kubesphere. Updated April 24, 2026. NodeGroup operation Skill for the edgewize nodegroup project. Use this whenever the user wants to query, create, update, delete, bind, unbind, or troubleshoot NodeGroup resources, including node binding, namespace binding, workspace binding, and deployment/config inspection for nodegroup.
• notion by elizaOS. Updated June 19, 2026. Notion API for creating and managing pages, databases, and blocks. Use when the user wants to create a Notion page, query a Notion database, update Notion properties, search Notion, add content to Notion, manage Notion blocks, or interact with Notion data sources and workspaces via the API.
• notion by spinabot. Updated May 22, 2026. Notion API for creating and managing pages, databases, and blocks.
• notion-knowledge-capture by davila7. Updated December 29, 2025. Capture conversations and decisions into structured Notion pages; use when turning chats/notes into wiki entries, how-tos, decisions, or FAQs with proper linking.
• notion-knowledge-capture by openai. Updated August 26, 2026. Capture conversations and decisions into structured Notion pages; use when turning chats/notes into wiki entries, how-tos, decisions, or FAQs with proper linking.
• notion-knowledge-capture by openai. Updated February 2, 2026. Capture conversations and decisions into structured Notion pages; use when turning chats/notes into wiki entries, how-tos, decisions, or FAQs with proper linking.
• notion-meeting-intelligence by openai. Updated August 26, 2026. Prepare meeting materials with Notion context and supplemental research; use when gathering context, drafting agendas/pre-reads, and tailoring materials to attendees.
• notion-meeting-intelligence by openai. Updated February 2, 2026. Prepare meeting materials with Notion context and Codex research; use when gathering context, drafting agendas/pre-reads, and tailoring materials to attendees.
• notion-research-documentation by openai. Updated August 26, 2026. Research across Notion and synthesize into structured documentation; use when gathering info from multiple Notion sources to produce briefs, comparisons, or reports with citations.
• notion-research-documentation by openai. Updated February 2, 2026. Research across Notion and synthesize into structured documentation; use when gathering info from multiple Notion sources to produce briefs, comparisons, or reports with citations.
• nx-plugins by nrwl. Updated June 18, 2026. Find and add Nx plugins. USE WHEN user wants to discover available plugins, install a new plugin, or add support for a specific framework or technology to the workspace.
• nx-workspace by nrwl. Updated June 18, 2026. Explore and understand Nx workspaces. USE WHEN answering questions about the workspace, projects, or tasks. ALSO USE WHEN an nx command fails or you need to check available targets/configuration before running a task. EXAMPLES: 'What projects are in this workspace?', 'How is project X configured?', 'What depends on library Y?', 'What targets can I run?', 'Cannot find configuration for task', 'debug nx task failure'.
• nx-workspace by nrwl. Updated January 27, 2026. Explore and understand Nx workspaces. USE WHEN answering any questions about the nx workspace, the projects in it or tasks to run. EXAMPLES: 'What projects are in this workspace?', 'How is project X configured?', 'What targets can I run?', 'What's affected by my changes?', 'Which projects depend on library Y?', or any questions about Nx workspace structure, project configuration, or available tasks.
• nx-workspace by tsparticles. Updated March 16, 2026. Explore and understand Nx workspaces. USE WHEN answering questions about the workspace, projects, or tasks. ALSO USE WHEN an nx command fails or you need to check available targets/configuration before running a task. EXAMPLES: 'What projects are in this workspace?', 'How is project X configured?', 'What depends on library Y?', 'What targets can I run?', 'Cannot find configuration for task', 'debug nx task failure'.
• obsidian by elizaOS. Updated June 19, 2026. Work with Obsidian vaults (plain Markdown notes) and automate via obsidian-cli. Use when the user asks about notes, vault management, PKM, knowledge base organization, wikilinks, or personal knowledge management in Obsidian.
• obsidian by openclaw. Updated May 17, 2026. Work with Obsidian vaults using the official obsidian CLI: read/search/create/edit notes, tasks, links, properties, plugins.
• obsidian-bases by AgriciDaniel. Updated September 10, 2026. Explain, draft, and validate Obsidian Bases .base files with filters, formulas, properties, summaries, and table, card, or list views. Use for Obsidian Bases, database-like vault views, dynamic tables, reading lists, task trackers, filters, formulas, summaries, and .base file edits.
• obsidian-bases by anbeime. Updated August 26, 2026. 内容创作者与技术写作员在管理海量笔记时，当需要构建 Obsidian 数据库视图、配置过滤器或编写 YAML 公式，使用此技能可自动生成标准 .base 文件，轻松实现笔记的表格/卡片多维展示与数据汇总，让知识库管理效率翻倍。
• obsidian-bases by davila7. Updated January 8, 2026. Create and edit Obsidian Bases (.base files) with views, filters, formulas, and summaries. Use when working with .base files, creating database-like views of notes, or when the user mentions Bases, table views, card views, filters, or formulas in Obsidian.
• obsidian-bases by kepano. Updated April 7, 2026. Create and edit Obsidian Bases (.base files) with views, filters, formulas, and summaries. Use when working with .base files, creating database-like views of notes, or when the user mentions Bases, table views, card views, filters, or formulas in Obsidian.
• obsidian-markdown by anbeime. Updated August 26, 2026. 技术写作员与内容创作者在构建Obsidian知识库时，当需要编写带双向链接、Callout或Frontmatter的复杂笔记，使用此技能可精准生成标准Markdown文档，完美支持wikilinks与嵌入，大幅提升知识管理与排版效率！
• obsidian-vault by wonderwhy-er. Updated June 30, 2026. Organize Obsidian vaults with MOCs, wikilinks, frontmatter/properties, dashboards, orphan-note checks, and cleanup workflows. Use ONLY when the user explicitly refers to Obsidian — by naming "Obsidian", an Obsidian "vault", or an Obsidian-specific feature such as wikilinks ("[[ ]]"), the Dataview or Bases plugins, or Obsidian Properties. Within that Obsidian context it covers creating Maps of Content, adding/fixing wikilinks, finding orphan notes, normalizing YAML frontmatter, generating Dataview/Bases dashboards, organizing folders, deduplicating or renaming notes, and preparing the vault for AI use. Do NOT use this skill for generic note-taking, Markdown, or knowledge-base requests that don't mention Obsidian.
• obsidian-vault-maintainer by openclaw. Updated April 6, 2026. Maintain an Obsidian-friendly memory wiki vault with wikilinks, frontmatter, and official Obsidian CLI awareness.
• od-next-media-inputs by nexu-io. Updated September 8, 2026. Prepare required media inputs within an existing OD Next plan. Reuse capability evidence, acquire and measure assets efficiently, and resolve asynchronous jobs without removing required content or weakening quality standards.
• omnigent-knowledge by omnigent-ai. Updated August 12, 2026. Deep reference on Omnigent config format, executor types, skill/tool structure, and conventions. Load when you need to look up how the platform works.
• ontology by semantica-agi. Updated September 11, 2026. Manage ontology schemas, concepts, alignments, and SHACL/OWL validation for Semantica knowledge graphs. Uses OntologyEngine and OntologyValidator.
• ontology-term-resolution by K-Dense-AI. Updated September 12, 2026. Resolve free-text scientific labels to ontology term IDs and validate existing CURIEs against the EBI Ontology Lookup Service (OLS4). Also look up prefixes in Bioregistry, resolve compact identifiers via Identifiers.org, map lab shorthand with ZOOMA, and build Ontobee term pages. Use whenever an ontology identifier must be produced or checked - annotating tissue, cell type, disease, phenotype, assay, chemical, organism, sex, or developmental stage fields; preparing metadata for GEO, ENA, BioSamples, CELLxGENE, HCA, or ISA-Tab submission; auditing a metadata table of term IDs; checking whether a term is obsolete and what replaced it; or deciding HPO vs HP. Triggers include "ontology term", "ontology ID", "CURIE", "controlled vocabulary", "UBERON", "CL:", "MONDO", "HPO", "EFO", "ChEBI", "NCBITaxon", "GO term", "PATO", "Zooma", "Bioregistry", "Identifiers.org", "Ontobee", "annotate this tissue/cell type/disease", and any request to emit or verify an identifier shaped like PREFIX:0001234.
• onyx-cli by onyx-dot-app. Updated September 11, 2026. Query the Onyx knowledge base using the onyx-cli command. Use when the user wants to search company documents, ask questions about internal knowledge, query connected data sources, or look up information stored in Onyx.
• onyx-cli by onyx-dot-app. Updated March 6, 2026. Query the Onyx knowledge base using the onyx-cli command. Use when the user wants to search company documents, ask questions about internal knowledge, query connected data sources, or look up information stored in Onyx.
• opc-asset-ops by easychen. Updated April 11, 2026. Turn repeatable outputs of a one-person company into compounding assets. Use when Codex needs to explain asset-compounding concepts when needed, verify prerequisite outputs, ask one question at a time, present multiple assetization priorities, and write user-confirmed outputs into `opc-doc/`.
• opc-resource-audit by easychen. Updated April 23, 2026. Inventory all founder resources across 8 categories for a one-person company. Use when Codex needs to systematically confirm what resources the founder has — experience, network, skills, relationships, channels, assets, time/money constraints, hard limits — by first doing a broad scan of each category, then drilling into specifics (distribution, usable portions, how to use, cost of use), and producing a confirmed detailed resource inventory written to `opc-doc/`. Does NOT analyze directions, preferences, suitability, or risk tolerance — those belong to downstream skills.
• openclaw-marketing-pages by openclaw. Updated July 9, 2026. Create or update OpenClaw public-page composition for websites, landing pages, content pages, ecosystem pages, and campaigns. Use for page structure, navigation, responsive layout, media, SEO presentation, or public-site visual polish.
• openclaw-repair-sweep by openclaw. Updated August 30, 2026. Orchestrate worker fleets over OpenClaw issues and PRs: prove root causes, prefer clean refactors over quick patches, land verified repairs, and close items proven fixed or no longer useful.
• openwiki by langchain-ai. Updated September 22, 2026. Search and read an existing repository OpenWiki when requested or needed to resolve a concrete architecture or dependency uncertainty, or initialize and update one through the resumable page-job lifecycle.
• optimize-bundle-size by elastic. Updated August 3, 2026. Reduce plugin `page load bundle size` and avoid unnecessary increases in `packages/kbn-optimizer/limits.yml`. Use when proactively optimizing bundles, investigating CI page-load overages, or reviewing PRs that change bundle limits.
• orchardcore-asset-manager by OrchardCMS. Updated August 20, 2026. Builds, watches, and manages frontend assets in OrchardCore. Use when modifying SCSS, JS, TS, or Vue files, adding new assets to a module/theme, or troubleshooting build failures. Covers all asset actions (vite, sass, min, copy, parcel, webpack, concat) and the three-tier package structure.
• orchardcore-query-indexing by OrchardCMS. Updated June 8, 2026. Works with OrchardCore queries and indexing — SQL/Lucene/Elasticsearch queries, full-text index profiles, content part/field index handlers, and search. Use when the user needs to define a query, index content for search, write an index handler, register an indexing source, or add query/index recipe steps.
• organization by thedaviddias. Updated May 29, 2026. Use when auditing structured data on a business or brand website homepage. Applies to organisations, companies, non-profits, and publishers that want accurate Knowledge Panel information in Google Search.
• organize-dropbox-folder by openai. Updated August 26, 2026. Organize Dropbox files and folders by creating folders, copying content, or moving content into a cleaner structure. Use when the user asks to organize, archive, consolidate, restructure, copy, or move Dropbox content.
• orphan-pages by thedaviddias. Updated May 29, 2026. Use when auditing site architecture or investigating why specific pages have low organic traffic despite good content. Applies to any site with more than ~20 pages.
• ov-resources by volcengine. Updated August 21, 2026. Load when an agent needs to add, manage, browse, search, modify, or remove resources in OpenViking. Trigger on explicit user requests about resource management or context search, when the user mentions `ov add-resource`, `ov task watch`, `ov export`, `ov import`, `ov backup`, `ov restore`, `ov ls`, `ov tree`, `ov read`, `ov write`, `ov mkdir`, `ov rm`, `ov mv`, `ov find`, `ov search`, `ov grep`, `ov glob`, or when an agent needs to inspect, search, or organize the `viking://resources/` namespace.
• packaging-notarization by openai. Updated May 27, 2026. Prepare macOS packaging and notarization workflows. Use when archiving apps, validating bundles, or explaining distribution-only failures.
• page-clone by THU-MAIC. Updated August 27, 2026. Building one page that looks like a page the course already has — copy the model page with `duplicate_scene`, then rewrite the copy's words with one `patch_stage` op per content slot. Use when a new page has to inherit an existing page's design, whether the model page came from an imported deck or the course wrote it earlier. Not for revising a page that is already the page you want (that is `pro-editing`), and not for the course-level work of cataloguing layouts and assigning one per outline entry (that is `style-clone`).
• page-layout by hyperdxio. Updated September 21, 2026. Add or update app page headers and layout using PageHeader and PageLayout. Use when creating a new page, fixing inconsistent headers, or migrating Service Map / Kubernetes / dashboard pages to the shared layout.
• page-layouts by tabler. Updated September 4, 2026. Pick and configure the right layout for a Tabler preview page, and change or add a layout in `shared/layouts/`. Use whenever a page needs different page chrome — sidebar, navbar variant, boxed/fluid body, centered card, error or marketing page — whenever a page hand-rolls a page header or wrapper markup, and before adding a new layout file. Covers the layout map, the `DefaultLayout` props, the page-header slot, and the rules for a new layout.
• pagination by thedaviddias. Updated May 29, 2026. Use when auditing paginated content (blog archives, product category pages, search results). Applies to any site with lists or grids of content split across multiple pages.
• pandoc-pdf-error-resolution by HKUDS. Updated July 17, 2026. Systematic debugging workflow for pandoc PDF conversion errors
• paperclip-distill by paperclipai. Updated July 10, 2026. Use when an operation issue is a Paperclip cursor-window, distill, or backfill. Turn source-bundled Paperclip activity into wiki-insightful project standups, durable project pages, decisions, and history without asset dereferencing.
• para-memory-files by paperclipai. Updated July 10, 2026. Use a file-based PARA memory system to store, retrieve, and organize durable knowledge across sessions. Trigger on saving facts, daily notes, entity records, weekly synthesis, recall, tacit user patterns, or plan memory.
• patent-disclosure by handsomestWei. Updated September 24, 2026. 中国专利交底书：发明/实用新型/外观设计的专利点挖掘、轻量查新与成文、保护型1+N专利布局。
• patent-disclosure-skill by handsomestWei. Updated September 27, 2026. 中国专利技能：挖掘专利点与编写交底书（发明/实用/外观），把已有交底改写成申请文件四件套，也可按材料交底申请一起做，按著录字段检索公布公告，通俗解读专利，基于已读库打开专利地图，对照审查口径出政策简报，辅助审查答复。| China patents skill: mine patent points and draft disclosures, rewrite an existing disclosure into application documents, or chain disclosure-then-application from inventor materials in one pass (ask when facts are missing; at most three issue-list rounds), search CNIPA bibliographic records, explain patents, open a local patent map from interpreted notes, brief examination-policy changes, and assist office-action responses.
• pdf-backends by xberg-io. Updated August 25, 2026. Change or diagnose Xberg PDF extraction, native/Pdfium backend selection, PDF rendering sessions, encrypted documents, OCR fallback, or backend-specific capability gaps. Load for PDF engine work, not generic image OCR.
• pdf-page-verification-correction by HKUDS. Updated July 17, 2026. Iterative workflow to verify PDF page counts and adjust layout parameters until requirements are met
• persona-researcher by googleworkspace. Updated March 31, 2026. Organize research — manage references, notes, and collaboration.
• pitch-deck by anthropics. Updated May 5, 2026. Populates investment banking pitch deck templates with data from source files. Use when: user provides a PowerPoint template to fill in, user has source data (Excel/CSV) to populate into slides, user mentions populating or filling a pitch deck template, or user needs to transfer data into existing slide layouts. Not for creating presentations from scratch.
• plan-canvas by affaan-m. Updated September 18, 2026. Open plans and HTML artifacts in a local browser canvas where the human annotates elements, chats, and approves or requests changes without leaving the page. Use when presenting a plan for review, or when feedback like "move this, change that" is easier pointed at than typed.
• plan-canvas by affaan-m. Updated September 10, 2026. Open plans and HTML artifacts in a local browser canvas where the human annotates elements, chats, and approves or requests changes without leaving the page. Use when presenting a plan for review, or when feedback like "move this, change that" is easier pointed at than typed.
• plugins by verdaccio. Updated September 20, 2026. Maintain the plugins bundled in this repository (htpasswd, local-storage, auth-memory, memory, audit, package-filter, ui-theme) and the plugin contracts in @verdaccio/core — fix a bundled plugin, change a pluginUtils interface safely, diagnose why a plugin does not load, or verify a plugin with @verdaccio/plugin-verifier. Use when a task touches packages/plugins, packages/loaders, pluginUtils, or a plugin loading problem. Requests to add a new bundled plugin are gated on an accepted discussion thread; this skill says how to handle them.
• policy-drafting by anthropics. Updated May 11, 2026. Draft an employment policy with state supplements where law differs across the jurisdictional footprint. Use when the user says "draft a [topic] policy", "we need a policy on", "update our [topic] policy", or names a policy gap.
• polyrepo-boundaries by xberg-io. Updated August 25, 2026. Decide which xberg-io repository owns a cross-repository fix or API, and coordinate compatible changes across Xberg, Alef, enterprise, crawler, LLM, and OCR repositories. Load when work spans sibling repos; do not use for a self-contained Xberg edit.
• ppt-orchestra-skill by MiniMax-AI. Updated March 21, 2026. Plan and orchestrate multi-slide PowerPoint creation from scratch. Use before generating a full deck with subagents: classify each slide type, enforce visual variety, set typography/spacing rules, and run text-based QA to catch content issues.
• pr-ready by remotion-dev. Updated August 18, 2026. Resolve CI failures, merge conflicts, or local branch changes to get a PR ready
• pr-review-merge-prep by symfony. Updated September 22, 2026. Principles for rigorously reviewing a pull request and making it merge-ready. Use when reviewing PRs (single or batched by milestone), verifying a submitted fix, retargeting a PR to another branch, or amending a contributor's work before merge.
• pre-pr by plastic-labs. Updated August 19, 2026. Prepare a Honcho change for a pull request to plastic-labs/honcho. Invoke before opening a PR, when drafting a PR body, when asked if a branch is PR-ready, or when filling the pull request template. Checks the linked issue, required tests and docs, then writes Description / Proofs / Fixes.
• presentation-structure by shanraisshan. Updated March 5, 2026. Knowledge about the presentation slide format, weight system, navigation, and section structure
• pro-editing by THU-MAIC. Updated August 27, 2026. Professional editing of a course that already exists. Use when the user wants to revise, improve, restructure or polish pages the course already has — fix a page, tune a layout, repair a quiz, reword narration, reorder the deck, or raise the quality of the whole course. Not for building a new course from scratch.
• process-discussions by lfnovo. Updated September 5, 2026. Facilitate Open Notebook's GitHub Discussions queue — qualify Ideas, decompose them into distinct needs, verify claims in code, propose outcomes (exploring / graduated / parked / combined), draft replies, and graduate small gaps into ready Issues. Use when processing, triaging, or responding to Discussions, or when the user says "process discussions" / "vamos fazer as discussions".
• propose-security-hardening by openai. Updated September 11, 2026. Develop evidence-backed structural and architectural security hardening proposals from vulnerability disclosures, supplied findings, incident or assessment documents, source code, or a completed Codex Security scan. Use when a user asks for systemic improvements, alternatives beyond per-finding patches, before-and-after security architecture views, engineering tradeoff analysis, or an implementation-ready plan for a selected hardening option. Also use automatically after a Codex Security scan with reportable findings when the top-level scan workflow requests final-report hardening guidance.
• propose-security-hardening by openai. Updated July 9, 2026. Develop evidence-backed structural and architectural security hardening proposals from vulnerability disclosures, supplied findings, incident or assessment documents, source code, or a completed Codex Security scan. Use when a user asks for systemic improvements, alternatives beyond per-finding patches, before-and-after security architecture views, engineering tradeoff analysis, or an implementation-ready plan for a selected hardening option. Also use automatically after a Codex Security scan with reportable findings when the top-level scan workflow requests final-report hardening guidance.
• pull by openai. Updated March 4, 2026. Pull latest origin/main into the current local branch and resolve merge conflicts (aka update-branch). Use when Codex needs to sync a feature branch with origin, perform a merge-based update (not rebase), and guide conflict resolution best practices.
• python-project-structure by wshobson. Updated January 30, 2026. Python project organization, module architecture, and public API design. Use when setting up new projects, organizing modules, defining public interfaces with __all__, or planning directory layouts.
• qa-source-index by agentscope-ai. Updated May 14, 2026. Maps topics and keywords from user questions to QwenPaw official documentation paths and common source code entry points, reducing blind searching. Intended for the built-in QA Agent to quickly identify which files to read when answering questions about installation, configuration, skills, MCP, multi-agent, memory, CLI, etc.
• qmd by tobi. Updated September 9, 2026. Search local markdown knowledge bases, notes, docs, and wikis with QMD. Use when users ask to find notes, retrieve documents, inspect a wiki, answer from indexed markdown, or set up QMD access.
• query by garrytan. Updated September 25, 2026. Answer questions using the brain's knowledge with 3-layer search, synthesis, and citation propagation. Use when the user asks a question, wants a lookup, or needs information from the brain.
• react-doctor by PostHog. Updated February 18, 2026. Diagnose and fix React codebase health issues. Use when reviewing React code, fixing performance problems, auditing security, or improving code quality.
• refactor-for-review by crosspoint-reader. Updated August 15, 2026. Producing small, single-concern, reviewable changes. Use when refactoring, cleaning up, restructuring, decomposing, or preparing a change for PR, especially in this multi-contributor AI-assisted codebase that is prone to sprawl diffs. Covers one-concern-per-commit, extracting helpers without widening scope, not bundling unrelated edits, decomposing oversized activities, comment hygiene, and a pre-handoff self-review checklist.
• regulatory-fallback-research by HKUDS. Updated July 17, 2026. Handle tool failures when researching regulatory/government content by using fallback methods and domain knowledge
• release-docs by fastrepl. Updated September 20, 2026. Prepare Anarlog release notes and documentation, publish the website changelog when the app is published, and verify the live content without a separate request.
• release-new-version by fastrepl. Updated September 20, 2026. Coordinate focused release skills to prepare, publish, and verify Anarlog stable desktop releases and affected public surfaces, plus mobile distribution when requested.
• release-notes by pnpm. Updated September 10, 2026. Curate a pending release page - merging entries that describe one change, dropping notes for defects that never shipped, ordering by importance, and checking the version the intents ask for. Use when reviewing a release PR, a generated changelog, or the notes for a specific version.
• remember by alirezarezvani. Updated July 8, 2026. Explicitly save important knowledge to auto-memory with timestamp and context. Use when a discovery is too important to rely on auto-capture.
• remember by github. Updated February 24, 2026. Transforms lessons learned into domain-organized memory instructions (global or workspace). Syntax: `/remember [>domain [scope]] lesson clue` where scope is `global` (default), `user`, `workspace`, or `ws`.
• remember by HKUDS. Updated July 17, 2026. Review auto-memory entries and propose promotions to OPENSPACE.md, OPENSPACE.local.md, or retained auto-memory topics; detect duplicates, stale facts, conflicts, and ambiguous entries before making changes.
• remember by Yeachan-Heo. Updated April 1, 2026. Review reusable project knowledge and decide what belongs in project memory, notepad, or durable docs
• repo-architecture by garrytan. Updated August 16, 2026. Where new brain files go. Decision protocol for filing brain pages by primary subject, not by format or source. Reference for all brain-writing skills.
• repo-guidance by ComposioHQ. Updated September 29, 2026. Navigate the Composio SDK monorepo, branch and PR workflow, repo layout, generated-file boundaries, changesets, and shared maintenance rules. Use when work spans multiple packages, when deciding where code belongs, when preparing a PR, or when the user asks about repository conventions rather than a specific SDK implementation.
• repo-health-groom by dotnet. Updated July 21, 2026. Groom the dotnet/machinelearning repo-health dashboard locally by linking investigation results, marking resolved findings, archiving stale entries, and drafting conservative comment minimization. Use when asked to clean, update, or maintain the ML.NET health dashboard.
• repo-research-analyst by udecode. Updated March 30, 2026. Conducts thorough research on repository structure, documentation, conventions, and implementation patterns. Use when onboarding to a new codebase or understanding project conventions.
• repo-skill-authoring by netdata. Updated September 16, 2026. Create, amend, restructure, or review Netdata skills under .agents/skills/ and docs/netdata-ai/skills/. Use for skill instructions, triggers, routing, stale claims, duplication, and preservation of domain knowledge. Review is read-only; small amendments use a bounded workflow. Repository bootstrap and PR-comment triage have separate workflows.
• repo-structure-navigate by open-circle. Updated March 7, 2026. Navigate the Valibot repository structure. Use when looking for files, understanding the codebase layout, finding schema/action/method implementations, locating tests, API docs, or guide pages. Covers monorepo layout, library architecture, file naming conventions, and quick lookups.
• reproduce-bug by udecode. Updated March 29, 2026. Systematically reproduce and investigate a bug from a GitHub issue. Use when the user provides a GitHub issue number or URL for a bug they want reproduced or investigated.
• research by bojieli. Updated August 9, 2026. 用真实检索工具查找可追溯的事实、数据和来源。
• research-compendium by garrytan. Updated August 16, 2026. Deep-research a topic end to end and produce a permanent, reusable knowledge asset: archive every primary source verbatim (gated by the user's privacy/retention posture), write one 1:1 summary per source, then synthesize a single self-contained compendium page. Depth is a dial (base synthesis → grounded primaries → books + counter-canon → saturation), each level an idempotent superset of the one below. Distinct from data-research (structured trackers) and perplexity-research (web deltas): this produces prose knowledge synthesis backed by an archived source corpus.
• research-fallback by HKUDS. Updated July 17, 2026. Handle web research failures by pivoting to internal knowledge for content generation
• research-router-skill by openai. Updated April 9, 2026. Route broad or ambiguous life-sciences research requests to the right skills, normalize core entities, optionally parallelize independent evidence gathering with subagents when available, and synthesize a concise evidence-backed answer. Use when a user asks a general life-sciences question that could span multiple sources or analysis types.
• research-start by anthropics. Updated July 23, 2026. Research roadmap for a legal issue — statutes to check, case law areas to investigate, regulatory frameworks, Westlaw search terms. Leads and frameworks, NOT authoritative citations; students verify and develop everything. Use when a student asks where to start researching, wants a research roadmap for an issue, or needs gaps identified in existing research.
• research-tasks by mastra-ai. Updated June 16, 2026. Process for answering research questions using the web and saving findings into the workspace.
• research-wiki by udecode. Updated April 18, 2026. Operate the docs/research compiled layer in either full or maintain mode. Use for research-lane creation, research upkeep, authority-sensitive corpus work, source summaries, concepts, systems, decisions, and open-question pages.
• research-wiki by wanshuiyin. Updated August 5, 2026. Persistent research knowledge base that accumulates papers, ideas, experiments, claims, and their relationships across the entire research lifecycle. Inspired by Karpathy's LLM Wiki pattern. Use when user says "知识库", "research wiki", "add paper", "wiki query", "查知识库", or wants to build/query a persistent field map.
• research-wiki by wanshuiyin. Updated July 13, 2026. Persistent research knowledge base that accumulates papers, ideas, experiments, claims, and their relationships across the entire research lifecycle. Inspired by Karpathy's LLM Wiki pattern. Use when user says "知识库", "research wiki", "add paper", "wiki query", "查知识库", or wants to build/query a persistent field map.
• resilient-document-pipeline by HKUDS. Updated July 17, 2026. Unified document generation with tool failure detection, domain knowledge fallback, progressive conversion, and Unicode safety
• resolve-backport by vitessio. Updated July 21, 2026. Resolve merge conflicts in Vitess backport PRs. Use when asked to resolve a backport, fix backport conflicts, or given a backport PR URL/number.
• resolve-conflicts by tailcallhq. Updated November 27, 2025. Use this skill immediately when the user mentions merge conflicts that need to be resolved. Do not attempt to resolve conflicts directly - invoke this skill first. This skill specializes in providing a structured framework for merging imports, tests, lock files (regeneration), configuration files, and handling deleted-but-modified files with backup and analysis.
• resource-curator by leonardomso. Updated January 6, 2026. Find, evaluate, and maintain high-quality external resources for JavaScript concept documentation, including auditing for broken and outdated links
• respond-to-issue by NVIDIA. Updated May 2, 2026. Research and draft a response to a GitHub issue or question from an external contributor.
• retrieval-reflex by garrytan. Updated August 22, 2026. When/what to retrieve — open the brain page for a salient entity before answering from memory.
• review-the-docs by supabase. Updated September 26, 2026. Review Supabase docs changes locally in your `supabase/supabase` checkout — either an open PR (triage, classify, verify) or your own branch before opening a PR (local self-review). Covers markdown pipeline, MDX content, tutorials, examples, Studio links, and docs tooling. Use when asked to review docs PRs, self-review a draft branch, check who has approved, verify build output, or evaluate supabase/supabase documentation changes.
• rules-distill by affaan-m. Updated March 30, 2026. 扫描技能以提取跨领域原则并将其提炼为规则——追加、修订或创建新的规则文件
• rules-distill by affaan-m. Updated August 12, 2026. Scan skills to extract cross-cutting principles and distill them into rules — append, revise, or create new rule files. Use when the same principle keeps recurring across skills and belongs in a rule file instead.
• schema-author by garrytan. Updated August 16, 2026. Evolve your brain's schema pack. Add page types, propose new ones from corpus scans, backfill page.type on existing pages, audit pack health. Triggers when an agent notices untyped pages, custom domains needing typed entities (researcher, contract, deposition), or wants to see what types the pack declares.
• schema-unify by garrytan. Updated September 29, 2026. Migrate a brain from gbrain-base (or any pack) to gbrain-base-v2's 14-canonical-type taxonomy via gbrain onboard --check + the unify-types Minion handler. Collapses 94 noisy types to 15 canonical with subtypes, alias rows, and link rows. Triggers when an agent notices pack_upgrade_available, type_proliferation, or asks "what is the canonical taxonomy / how do I clean up my page types".
• scope-guardian-reviewer by udecode. Updated March 30, 2026. Reviews planning documents for scope alignment and unjustified complexity -- challenges unnecessary abstractions, premature frameworks, and scope that exceeds stated goals. Spawned by the document-review skill.
• screenpipe-meeting-prep by screenpipe. Updated September 13, 2026. Prepare for a specific upcoming meeting using verified identity and prior context.
• search by anthropics. Updated March 13, 2026. Search across all connected sources in one query. Trigger with "find that doc about...", "what did we decide on...", "where was the conversation about...", or when looking for a decision, document, or discussion that could live in chat, email, cloud storage, or a project tracker.
• search by mem0ai. Updated September 23, 2026. Search memories from earlier Claude Code sessions in this repository. Use it when earlier work may already explain the code, error, decision, or command you need, so you can avoid repeating file reads, searches, or experiments.
• search by mem0ai. Updated September 23, 2026. Search memories from earlier Codex sessions in this repository. Use it when earlier work may already explain the code, error, decision, or command you need, so you can avoid repeating file reads, searches, or experiments.
• search-fail-pivot by HKUDS. Updated July 17, 2026. Heuristic for detecting search tool failures and pivoting to domain knowledge for document generation
• search-first by affaan-m. Updated April 30, 2026. Research-before-coding workflow. Search for existing tools, libraries, and patterns before writing custom code. Systematizes the "search for existing solutions before implementing" approach. Use when starting new features or adding functionality.
• search-strategy by anthropics. Updated March 13, 2026. Query decomposition and multi-source search orchestration. Breaks natural language questions into targeted searches per source, translates queries into source-specific syntax, ranks results by relevance, and handles ambiguity and fallback strategies.
• self-improving-agent by alirezarezvani. Updated July 8, 2026. Curate Claude Code's auto-memory into durable project knowledge. Analyze MEMORY.md for patterns, promote proven learnings to CLAUDE.md and .claude/rules/, extract recurring solutions into reusable skills. Use when: (1) reviewing what Claude has learned about your project, (2) graduating a pattern from notes to enforced rules, (3) turning a debugging solution into a skill, (4) checking memory health and capacity.
• seo by davila7. Updated January 31, 2026. Optimize for search engine visibility and ranking. Use when asked to "improve SEO", "optimize for search", "fix meta tags", "add structured data", "sitemap optimization", or "search engine optimization".
• seo by tech-leads-club. Updated February 26, 2026. Optimize for search engine visibility and ranking. Use when asked to "improve SEO", "optimize for search", "fix meta tags", "add structured data", "sitemap optimization", or "search engine optimization". Do NOT use for accessibility (use web-accessibility), performance (use core-web-vitals), or comprehensive site audits covering multiple areas (use web-quality-audit).
• setup-matt-pocock-skills by yikart. Updated June 23, 2026. Sets up an `## Agent skills` block in AGENTS.md/CLAUDE.md and `docs/agents/` so the engineering skills know this repo's issue tracker (GitHub or local markdown), triage label vocabulary, and domain doc layout. Run before first use of `to-issues`, `to-prd`, `triage`, `diagnose`, `tdd`, `improve-codebase-architecture`, or `zoom-out` — or if those skills appear to be missing context about the issue tracker, triage labels, or domain docs.
• share-buttons by thedaviddias. Updated May 29, 2026. Use when applies to blog posts, news articles, tutorials, and other long-form content. Less relevant for product pages, service pages, or home pages. Use when optimizing content distribution.
• share-dropbox-content by openai. Updated August 26, 2026. Share Dropbox files or folders by creating shared links, inspecting existing shared links, or explaining current shared-link state. Use only when the user explicitly asks to create a shared link, check access, or inspect a Dropbox shared link.
• sharing-pr-agent-artifacts by streamlit. Updated May 11, 2026. Uploads agent-generated artifacts (specs, plans, learnings) to the streamlit.wiki for sharing via PR comments. Use when you have agent artifacts to share with reviewers.
• signoz-page-story by SigNoz. Updated September 22, 2026. Explore a SigNoz page, map the endpoints, states and query params it has, then write its Storybook page story with control-driven msw mocks that reach every state. Use when asked to create, extend or review a Storybook story for a page under frontend/src/pages, to add controls to an existing page story, or to write defineStoryMocks handlers and mock data for a page.
• site-architecture by coreyhaines31. Updated May 14, 2026. When the user wants to plan, map, or restructure their website's page hierarchy, navigation, URL structure, or internal linking. Also use when the user mentions "sitemap," "site map," "visual sitemap," "site structure," "page hierarchy," "information architecture," "IA," "navigation design," "URL structure," "breadcrumbs," "internal linking strategy," "website planning," "what pages do I need," "how should I organize my site," or "site navigation." Use this whenever someone is planning what pages a website should have and how they connect. NOT for XML sitemaps (that's technical SEO — see seo-audit). For SEO audits, see seo-audit. For structured data, see schema.
• sitemap-coverage by thedaviddias. Updated May 29, 2026. Use when applies to content sites, e-commerce stores, and any site where timely indexing of new pages matters. Use when investigating why new pages take a long time to appear in search results.
• siyuan by NousResearch. Updated July 24, 2026. Query and edit a SiYuan knowledge base via its API.
• skill-creator by openclaw. Updated August 11, 2026. Author or review AgentSkills: create, repair, validate, or restructure SKILL.md files and bundled resources.
• skill-discovery by HKUDS. Updated July 17, 2026. Search reusable OpenSpace skills locally, and browse cloud packages step by step when a cloud skill may help. Reusing proven skills saves tokens, improves reliability, and extends your capabilities beyond built-in tools.
• skill-optimizer by garrytan. Updated August 16, 2026. Self-evolving skill optimization via SkillOpt-paper-grounded text-space optimizer.
• skill-scout by affaan-m. Updated May 17, 2026. 新しいスキルを作成する前に、ローカル・マーケットプレイス・GitHub・Webの既存スキルを検索する。スキルの作成・ビルド・フォーク・検索を行う際に使用。
• skill-scout by affaan-m. Updated June 11, 2026. Search existing local, marketplace, GitHub, and web skill sources before creating a new skill. Use when the user wants to create, build, fork, or find a skill for a workflow.
• skills by GoogleCloudPlatform. Updated July 23, 2026. Gathers detailed information on a topic using Google Search.
• skills-audit by lobehub. Updated September 26, 2026. Audit .agents/skills SKILL.md files. Use for recurring checks of duplicate, overlapping, stale, inconsistent, or broken skills and merge/delete candidates.
• skills-store by PostHog. Updated July 24, 2026. Discover and use shared team skills stored in PostHog. Use when the user asks to list, browse, load, or manage "shared skills", "team skills", or references the "skills store" / "skill store".
• slide-craft by THU-MAIC. Updated August 27, 2026. The design law of a slide page — canvas geometry, the text height table, the type scale, contrast pairs, spacing rhythm, and which element type carries which content. Load it when patching slide elements one at a time, when a fix is about colour or contrast, when text has to grow or shrink inside a box, when a page feels crowded or empty, or when replacement content needs real rich-text structure. It is the standard `page-clone` and `pro-editing` edit against, not a procedure of its own — those two decide which pages to touch and in what order, this one decides what a good page looks like when you put it back.
• slides-polish by wanshuiyin. Updated September 6, 2026. Per-page Codex review + targeted python-pptx / Beamer fixes for academic talk slides. Use AFTER /paper-slides (or any externally generated PPTX/Beamer) when the deck looks 'mostly OK' but the user wants a final pass that aligns visual weight with a reference, bumps PPTX fonts to projector-readable size, kills italic style leaks, fixes text-frame overflow, and catches per-slide layout drift. Trigger phrases: "polish slides", "slides 排版不对", "PPTX 字体太小", "和 Beamer 比一下", "per-page review", "和 codex 一页一页过".
• slides-polish by wanshuiyin. Updated September 6, 2026. Per-page Codex review + targeted python-pptx / Beamer fixes for academic talk slides. Use AFTER /paper-slides (or any externally generated PPTX/Beamer) when the deck looks 'mostly OK' but the user wants a final pass that aligns visual weight with a reference, bumps PPTX fonts to projector-readable size, kills italic style leaks, fixes text-frame overflow, and catches per-slide layout drift. Trigger phrases: "polish slides", "slides 排版不对", "PPTX 字体太小", "和 Beamer 比一下", "per-page review", "和 codex 一页一页过".
• special-chars by thedaviddias. Updated May 29, 2026. Use when applies to any site with user-generated slugs, CMS-generated URLs, or content in non-English languages. Use when auditing URLs for crawl errors or canonicalization issues.
• spreadsheet-audit-edit-validate by HKUDS. Updated July 17, 2026. Safely update Excel workbooks by first locating candidate files, verifying workbook structure before editing, and running post-write validation against required sheets, populated columns, and sample counts.
• srs-develop by ossrs. Updated September 26, 2026. Develop, modify, debug, review, maintain, and explain the SRS and Oryx codebases and the SRS Docker image toolchain. Use for planned changes to the next-generation SRS Go proxy, SRS browser player, ossrs/dev-docker images, or Oryx Go backend, React dashboard, integrated runtime, packaging, installers, releases, and tests; bug maintenance; issue and pull-request triage; pull-request review; and Learn Code questions. Planned next-generation origin and edge development is not yet supported. NOT for end-user support, usage questions, or configuration help — use srs-support for those.
• ssl-proxy-troubleshoot by HKUDS. Updated July 17, 2026. Systematic workflow for troubleshooting SSL/proxy connectivity issues with government websites
• stop-words by thedaviddias. Updated May 29, 2026. Use when applies primarily when creating new content pages. Low priority for existing indexed pages where redirect risk outweighs gain. Use when building a slug naming convention.
• stow by kunchenguid. Updated August 23, 2026. Sweep the current conversation for durable knowledge - user preferences, project facts, operational gotchas, standing decisions, and unfinished next steps - and file each through explicit instructions, existing local conventions, or the private `.stow-notes.md` fallback, curating tiered, decaying destination files as it writes. Use when the user invokes /stow, asks to save or write down what was learned this session, or before a context reset or long break.
• strategic-compact by affaan-m. Updated September 18, 2026. Suggests manual context compaction at logical intervals to preserve context through task phases rather than arbitrary auto-compaction. Use when a session is approaching a context limit and a task phase is a natural place to compact.
• strategic-compact by affaan-m. Updated August 25, 2026. Suggests manual context compaction at logical intervals to preserve context through task phases rather than arbitrary auto-compaction. Use when a session is approaching a context limit and a task phase is a natural place to compact.
• studio-shortcuts by supabase. Updated September 3, 2026. Keyboard shortcut conventions for Supabase Studio. Use when adding a repeated user action, toolbar action, list/table operation, or sub-page navigation that should have shortcut coverage, when registering or changing a shortcut, or when adding a search/filter Input (which needs the staged-Escape handler). Covers the shortcut registry, useShortcut, ShortcutTooltip/ShortcutBadge, the reference sheet, and collision rules.
• sub-skill by MoonshotAI. Updated August 24, 2026. Discover and reorganize the skill inventory into hierarchical sub-skill bundles. Use when the user asks to review, group, or consolidate skills into a parent bundle.
• swarmvault by davila7. Updated April 13, 2026. Use SwarmVault when the user needs a local-first knowledge vault that writes durable markdown, graph, search, dashboard, review, and MCP artifacts to disk from books, notes, transcripts, exports, datasets, slide decks, files, URLs, code, and recurring source workflows.
• sync-translations by symfony. Updated August 21, 2026. Synchronize translation catalogs across maintained Symfony branches: find messages that newer branches added to the English catalogs but that are still missing from the oldest maintained branch, then add them (with a translation per locale) on that oldest branch so they cascade up via merges. Use when the user says "synchronize translations", "sync new translations", "sync the translation catalogs", "add the missing translation messages", or "propagate new xlf messages".
• systems-paper-writing by Orchestra-Research. Updated April 10, 2026. Comprehensive guide for writing systems papers targeting OSDI, SOSP, ASPLOS, NSDI, and EuroSys. Provides paragraph-level structural blueprints, writing patterns, venue-specific checklists, reviewer guidelines, LaTeX templates, and conference deadlines. Use this skill for all systems conference paper writing.
• tavily by openclaw. Updated March 20, 2026. Tavily web search, content extraction, and research tools.
• tech-paper-template by HKUSTDial. Updated July 4, 2026. Structures a technical paper's full logical skeleton using a thinking-template table (research background, limitations, key idea or goal, challenges, methodology modules, contributions), positions the paper as Technique or New Problem/Setting, and runs a four-point self-consistency check. Use when the user is brainstorming a paper, discussing progress with an advisor, or planning the paper before drafting. Also use for 'paper skeleton', 'paper logic chain', 'thinking template', 'paper-structure planning'.
• tidb-issue-metadata-guard by pingcap. Updated September 15, 2026. Create or edit TiDB issues, choose labels, or check for duplicates before filing.
• tiny-web-crawler by leon-ai. Updated May 16, 2026. Crawl from one or more starting web pages, fetch readable content, search within pages, follow relevant links, and stop when the requested information is found or a bounded limit is reached.
• tlc-generative-engine-optimization by tech-leads-club. Updated July 4, 2026. Generative Engine Optimization (GEO) specialist — the technical, on-page publishing work that makes a given page or site discoverable, understandable, trustworthy, quotable, and fresh for AI answer engines (Google AI Overviews, ChatGPT Search, Bing Copilot, Perplexity). Use when asked to 'optimize this page/site for GEO', 'optimize for AI search / answer engines', 'get my page cited by ChatGPT/Perplexity', 'improve AI visibility/citability', 'write an llms.txt', 'add citation-ready structure or schema for AI answers', 'otimizar para busca com IA', or to audit/create/improve a codebase for generative search. Do NOT use for AI-driven SEO content strategy or programmatic pages at scale (use ai-seo), classic keyword/SERP ranking (use seo), accessibility (use web-accessibility), or multi-area site audits (use web-quality-audit).
• to-questionnaire by mattpocock. Updated August 19, 2026. Turn a decision you can't fully answer into a questionnaire for someone else to fill in.
• todo by vladmandic. Updated May 13, 2026. Search the entire codebase for TODO markers and create a markdown document with proposed next steps for each.
• treatment-plans by K-Dense-AI. Updated September 2, 2026. Format and structurally validate local treatment-plan documentation after clinical decisions have already been supplied and verified by authorized licensed professionals. Use for source traceability, clinician-authored intervention records, goals and checkpoints, shared-decision records, reconciliation handoffs, and release gates—not for clinical decision-making.
• triage by colinhacks. Updated September 7, 2026. Investigate a GitHub issue or pull request in colinhacks/zod and write up a durable verdict. Use whenever asked to triage, investigate, review, evaluate, or form an opinion on an issue or PR (by number, URL, or "the open PR queue"), and when sweeping many of them in bulk. For a draft SECURITY ADVISORY (a GHSA id, the Security tab, a private vulnerability report) use the `security-advisory` skill instead — it shares this file's conventions but its workflow lands the fix before drafting any comment. Covers where write-ups live on disk (.triage/issues/NNNN/, .triage/prs/NNNN/), the cheap-disqualifier pass that avoids spinning up a worktree for stale PRs, the worktree checkout procedure for PRs, the results.md format that keeps a 250-PR sweep greppable and resumable, how to report back in chat — the final message is all the user sees, so it leads with a code block showing the problem and a short outline of the fix — and the maintainer-voice comment it drafts whenever the verdict is to close.
• triage-issue by getsentry. Updated June 1, 2026. Triage GitHub issues with codebase research and actionable recommendations
• troubleshoot-sandbox by opensandbox-group. Updated March 26, 2026. Troubleshoot OpenSandbox issues by running diagnostics (logs, inspect, events, summary) via CLI or HTTP API to diagnose sandbox failures like OOM, crash, image pull errors, network problems, etc.
• twitter-cards by thedaviddias. Updated May 29, 2026. Use when applies to any page intended to be shared on X (Twitter). Use when auditing social sharing previews or adding social meta tags to a new site.
• typescript-import-audit by HKUDS. Updated July 17, 2026. Systematic workflow for auditing TypeScript codebases for import hygiene issues (value vs. type imports, duplicates), missing base class extensions, and incomplete barrel file re-exports, with actionable fix patterns.
• typo-checker by vitest-dev. Updated March 24, 2026. Run typos-cli on the codebase, review findings, fix real typos, and update _typos.toml config to suppress false positives. Use this skill for routine codebase typo maintenance. Invoke when doing periodic codebase hygiene, when the user mentions typos or spelling checks, or as a scheduled maintenance task.
• understand-chat by Egonex-AI. Updated July 17, 2026. Use when you need to ask questions about a codebase or understand code using a knowledge graph
• update-browser-support by storybookjs. Updated September 22, 2026. Recomputes Storybook browser support floors from Plausible /docs usage, writes pinned versions, and opens a PR. Use only when a human explicitly applies this skill.
• update-docs by vladmandic. Updated May 14, 2026. Update wiki markdown docs for syntax correctness, readability, link integrity, heading hierarchy normalization, and code block language tagging. Use when a user asks to clean up markdown formatting and improve clarity while preserving technical meaning.
• updating-internal-docs by streamlit. Updated August 21, 2026. Review internal documentation (*.md files) against the current codebase state and propose updates for outdated or incorrect information.
• upgrade-guide by tabler. Updated September 21, 2026. Write or update the upgrade guide for a Tabler release — the page under `docs/content/ui/getting-started/upgrade/<version>.mdx` that lists every breaking change with a before and after example. Use whenever the user asks for a migration or upgrade guide, release migration notes, or "what breaks in X.Y", and proactively before a release when `.changeset/` holds entries that remove or rename something. Covers where the facts come from, the page skeleton, the menu and ordering rules, and how to check the result.
• ux-css-layout by microsoft. Updated September 9, 2026. VS Code CSS conventions, file organization, class naming, standard sizes, SplitView/Grid layout, scrollable content, responsive layout, and text overflow/ellipsis patterns. Use when writing CSS, building layouts, or fixing text truncation issues.
• validate-oas by elastic. Updated August 3, 2026. Use when you need a quick VALID or NOT VALID result for a scoped Kibana OAS area, and first ensure the generated `oas_docs` inputs are up to date so validation runs against the current environment rather than stale snapshots.
• verify-directory-structure by HKUDS. Updated July 17, 2026. Diagnose and resolve file access issues by first verifying the directory structure.
• verify-openspec-docs by Fission-AI. Updated August 21, 2026. Fact-checks OpenSpec user documentation with a fresh-context subagent that re-runs commands and checks claims against source. Manually triggered; not part of the drafting loop. Use when the user asks to verify, fact-check, or accuracy-check a docs page, section, or set of changed claims.
• weak-internal-links by thedaviddias. Updated May 29, 2026. Use when applies to any site with more than 20 pages. Use when auditing site architecture, investigating why certain pages underperform in search, or after a site migration.
• web-debug-search by wanshuiyin. Updated August 3, 2026. Search GitHub, Stack Exchange, Chinese technical communities, official documentation, and general developer web sources for software errors, compatibility problems, API usage questions, and real-world workarounds. Use for debugging and discovery only; results are not paper-citation evidence.
• web-research by asgeirtj. Updated August 19, 2026. Findings grounded in live web sources
• web-researcher by holaboss-ai. Updated July 26, 2026. Research topics across the web and compile structured insights for content creation.
• web-search by RightNow-AI. Updated February 25, 2026. Web search and research specialist for finding and synthesizing information
• webiny-admin-form-catalog by webiny. Updated July 24, 2026. admin/form — 26 abstractions.
• webiny-project-structure by webiny. Updated July 24, 2026. Webiny project layout, webiny.config.tsx anatomy, and extension registration. Use this skill when the developer asks about folder structure, where custom code goes, how to register extensions, what webiny.config.tsx does, or how the project is organized. Also use when they need to understand the relationship between extensions/, webiny.config.tsx, and the different extension types (Api, Admin, Infra, CLI).
• webnovel-doctor by lingfengQAQ. Updated June 6, 2026. 对网文项目做只读体检/诊断（/webnovel-doctor）——检查目录、文件、JSON、SQLite、RAG 配置、依赖与 Dashboard 构建产物是否完整。
• wiki by AgriciDaniel. Updated September 10, 2026. Initialize, adopt, and route work for a separate Obsidian knowledge vault through the portable claude-obsidian core. Use for vault setup, scaffolding, workspace selection, cross-project configuration, or choosing the correct wiki sub-skill. Triggers: /wiki, set up wiki, scaffold vault, create knowledge base, adopt this vault, Obsidian vault, second brain setup, persistent wiki.
• wiki by Yeachan-Heo. Updated August 18, 2026. LLM Wiki — persistent markdown knowledge base that compounds across sessions (Karpathy model)
• wiki by Yeachan-Heo. Updated May 11, 2026. Persistent markdown project wiki stored under repository omx_wiki with keyword search and lifecycle capture
• wiki-enrich by wanshuiyin. Updated June 19, 2026. Fill in the per-paper TODO sections of research-wiki/papers/<slug>.md pages that literature-ingest skills leave as bare scaffolds. Use when user says 'enrich wiki', 'fill paper TODOs', 'wiki body 補完', '把 paper 摘要寫進 wiki', 'research-wiki 自動填', or after a batch ingest that left papers/ as TODO scaffolds.
• wiki-enrich by wanshuiyin. Updated July 14, 2026. Fill in the per-paper TODO sections of research-wiki/papers/<slug>.md pages that literature-ingest skills leave as bare scaffolds. Use when user says 'enrich wiki', 'fill paper TODOs', 'wiki body 補完', '把 paper 摘要寫進 wiki', 'research-wiki 自動填', or after a batch ingest that left papers/ as TODO scaffolds.
• wiki-fold by AgriciDaniel. Updated September 10, 2026. Create a bounded, extractive, structurally idempotent rollup of recent Obsidian wiki log entries, with dry-run preview by default and one optional transaction apply. Use for manual log compression without modifying child pages. Triggers: fold the log, run a fold, run wiki-fold, log rollup, roll up log entries, commit the fold.
• wiki-ingest by paperclipai. Updated July 10, 2026. Use when an operation issue asks to ingest a captured `raw/` source into the LLM Wiki, or the user says "ingest <slug>". Create durable source, entity, concept, synthesis, index, and log pages; use paperclip-distill for Paperclip bundles.
• wiki-lint by AgriciDaniel. Updated September 10, 2026. Run a deterministic, read-only health check on an Obsidian wiki. Use for lint, vault health check, audit wiki health, find orphans, find dead links, frontmatter audit, provenance audit, or wiki audit. Reports graph, link, frontmatter, provenance-ledger, empty-section, and stale-index findings; it does not reason broadly or repair files.
• wiki-lint by paperclipai. Updated July 10, 2026. Use when an LLM Wiki operation issue is a lint or health check. Audit for contradictions, orphans, weak provenance, broken links, missing concept pages, and index/log drift; return triage findings without auto-fixing.
• wiki-maintainer by openclaw. Updated August 15, 2026. Maintain the OpenClaw memory wiki vault with deterministic pages, managed blocks, and source-backed updates.
• wiki-mode by AgriciDaniel. Updated September 10, 2026. Read or configure the vault filing methodology and suggest destinations for planned knowledge creation under Generic, LYT, PARA, or Zettelkasten. Use for wiki mode, methodology mode, what is my vault mode, set vault mode, switch to PARA, use LYT, Zettelkasten setup, change mode, configure mode, or methodology routing. This skill does not save content or migrate notes.
• wiki-query by AgriciDaniel. Updated September 10, 2026. Answer an explicitly vault-scoped question from an Obsidian wiki without changing it. Use when the user selects the vault as the evidence source: query the wiki, query quick, query deep, explain from the wiki, summarize the vault, find in wiki, search the wiki, or based on the wiki. Do not route ordinary general-knowledge questions here.
• wiki-query by paperclipai. Updated July 10, 2026. Use when an LLM Wiki operation issue asks a question. Answer from wiki pages and raw sources with citations, name gaps plainly, and offer to file durable synthesis when the answer should compound.
• word-count by thedaviddias. Updated May 29, 2026. Use when applies to key landing pages, blog posts, product pages, and any page targeting competitive queries. Use when diagnosing poor rankings or after a Google Helpful Content update.
• workflow by openai. Updated August 26, 2026. Vercel Workflow DevKit (WDK) expert guidance. Use when building durable workflows, long-running tasks, API routes or agents that need pause/resume, retries, step-based execution, or crash-safe orchestration with Vercel Workflow.
• workspaces by langchain-ai. Updated September 27, 2026. How an Open SWE workspace's sandbox image works and how to change it — create one, edit or fork an existing one, start from scratch, what setup_script and update_script are for, why a nightly refresh failed, where the build logs are, and how to read a rebuild in progress. Read this whenever someone asks about workspaces, snapshots, sandbox images, or a refresh, whether or not this is an admin thread.
• write-connector by langchain-ai. Updated August 11, 2026. Add a new built-in OpenWiki source connector. Use when a user asks to create or implement an OpenWiki connector.
• write-the-docs by supabase. Updated September 26, 2026. Draft new or updated Supabase docs content for a feature or launch, grounded in product intent (Linear when available), a read of the actual code, and the docs style guide. Use when asked to write docs for a new feature, a product launch, or a Linear ticket that needs net-new content rather than a bug fix. Not for implementing existing docs bug reports — use work-linear-issue for that. Not for restructuring existing pages — use edit-the-docs for that.
• write-to-notion by superset-sh. Updated September 17, 2026. Write a page into Notion that someone else can find and trust — pick the right parent, check for the page that already exists, and structure it for a reader who was not in this conversation. Use when the user says to write up, document, save, or capture something in Notion, or to update an existing page.
• writing-systems-papers by wanshuiyin. Updated July 13, 2026. Paragraph-level structural blueprint for 10-12 page systems papers targeting OSDI, SOSP, ASPLOS, NSDI, and EuroSys. Provides page allocation, paragraph templates, and writing patterns. Use when user says "写系统论文", "systems paper structure", "OSDI paper", "SOSP paper", or wants fine-grained structural guidance for a systems conference submission.
• writing-systems-papers by wanshuiyin. Updated July 13, 2026. Paragraph-level structural blueprint for 10-12 page systems papers targeting OSDI, SOSP, ASPLOS, NSDI, and EuroSys. Provides page allocation, paragraph templates, and writing patterns. Use when user says "写系统论文", "systems paper structure", "OSDI paper", "SOSP paper", or wants fine-grained structural guidance for a systems conference submission.
• yao-doc by YaoApp. Updated May 3, 2026. Yao process documentation expert. ALWAYS invoke this skill when the user needs to discover available processes, read process signatures, or validate process names. Do not guess process APIs — use this skill first.
• yao-web by YaoApp. Updated May 3, 2026. Web information retrieval expert. ALWAYS invoke this skill when the user needs to search the web, fetch a URL, or access real-time information beyond training data. Do not guess or use stale knowledge — use this skill first.
• ymyl-detection by thedaviddias. Updated May 29, 2026. Use when applies to any site in health, medicine, finance, law, safety, news, or similar fields. Use when auditing content quality for sites in YMYL categories or investigating why high-quality-seeming content underperforms.
• you-might-not-need-a-comment by simstudioai. Updated September 25, 2026. Analyze and fix redundant or self-explanatory inline comments — remove noise, promote genuine documentation to TSDoc
• zsxq-group by itwanger. Updated July 4, 2026. 知识星球（星球）管理：列出星球、浏览主题、查询标签、搜索成员。当用户需要查看自己加入或创建的星球、浏览星球内容、获取 group_id、查询星球标签或成员时使用。
• zsxq-note by itwanger. Updated July 4, 2026. 知识星球公开笔记管理：创建笔记、编辑笔记、查看笔记详情、查看笔记列表、删除笔记。当用户需要在知识星球创建可分享的公开笔记、编辑笔记、查看笔记详情、删除笔记、或查看历史笔记时使用。注意：笔记是公开内容，任何持有链接的人都可访问。