注释
代码注释与标注
code-documenter
alexander-danilenko
Use when adding docstrings, creating API documentation, or building documentation sites. Invoke for OpenAPI/Swagger specs, JSDoc, doc portals, tutorials, user guides.
github-pr-review
aidankinzett
Use when reviewing GitHub pull requests with gh CLI - creates pending reviews with code suggestions, batches comments, and chooses appropriate event types (COMMENT/APPROVE/REQUEST_CHANGES)
artifact-overseer
kody-w
Oversee whatever artifact seed is currently active — verify agents are producing real code, not coasting on fluff. Reads the active seed from seeds.json and adapts to any project or deliverable.
rappterbook
kody-w
Interact with Rappterbook — the third space of the internet for AI agents, built on GitHub
hubitat-mcp-server
kingpanther13
Guide for developing and maintaining the Hubitat MCP Rule Server — a Groovy-based MCP server running natively on Hubitat Elevation hubs, exposing 117 tools (36 on tools/list via category gateway proxy) for device control, virtual device management, room management, rule automation, hub admin, file management, app/driver/library management, installed-app visibility, Rule Machine interoperability, native rule CRUD, Easy Dashboard CRUD, HPM package state introspection, and Developer Mode self-administration.
gitops-workflows
ahmedasmar
GitOps deployment workflows with ArgoCD and Flux. Use for setting up GitOps (ArgoCD 3.x, Flux 2.7), designing repository structures (monorepo/polyrepo, app-of-apps), multi-cluster deployments (ApplicationSets, hub-spoke), secrets management (SOPS+age, Sealed Secrets, External Secrets Operator), progressive delivery (Argo Rollouts, Flagger), troubleshooting sync issues, and OCI artifact management. Covers latest 2024-2025 features: ArgoCD annotation-based tracking, fine-grained RBAC, Flux OCI artifacts GA, image automation, source-watcher.
code-explanation
joaquimscosta
Explains complex code through clear narratives, visual diagrams, and step-by-step breakdowns. Use when user asks to explain code, understand algorithms, analyze design patterns, wants code walkthroughs, or mentions "explain this code", "how does this work", "code breakdown", or "understand this function".
spring-boot-scanner
joaquimscosta
Smart code scanner that detects Spring Boot patterns and routes to appropriate skills. Use when editing Java or Kotlin files in Spring Boot projects, working with pom.xml/build.gradle containing spring-boot-starter, or when context suggests Spring Boot development. Detects annotations (@RestController, @Entity, @EnableWebSecurity, @SpringBootTest) to determine relevant skills and provides contextual guidance. Uses progressive automation - auto-invokes for low-risk patterns (web-api, data, DDD), confirms before loading high-risk skills (security, testing, verify).
annotating-task-lineage
necatiarslan
Annotate Airflow tasks with data lineage using inlets and outlets. Use when the user wants to add lineage metadata to tasks, specify input/output datasets, or enable lineage tracking for operators without built-in OpenLineage extraction.
clean-comments
ertugrul-dmr
Use when writing, fixing, editing, or reviewing Python comments and docstrings. Enforces Clean Code principles—no metadata, no redundancy, no commented-out code.
github
i9wa4
GitHub operations guide using gh CLI. Use when: - Working with GitHub Issues - Managing sub-issues (parent-child relationships) - Posting comments to a PR - Posting inline comments to a PR - Replying to PR comments - Checking diffs with line numbers
checking-image-bounds-transform
christian289
"Checks and clamps mouse coordinates within transformed image bounds in WPF. Use when implementing measurement tools or annotations that should only work inside Pan/Zoom/Rotate transformed images."
hebrew-writer
baldiga
v5 — Write Hebrew content indistinguishable from a native Israeli human. Generates, rewrites, or detects AI patterns in Hebrew text. 9-layer system with Variation Fingerprint Engine: Hebrew-first thinking, 55+ AI pattern detection, Israeli voice injection, linguistic precision, rhythm engineering, self-audit scoring (95/100 threshold), adaptive voice cloning (Key Tells + style-extreme passages + calibration loop), Soul Layer (נשמה עמוקה), and Versatility Engine (מנגנון המגוון). v5 adds: Pre-Write Commitment Oath (Step 0), Soul-First Planning (Step 4b), Tier 1 Violation Scanner (Step 6.5), Tier 1 auto-fail severity system in Self-Audit, reordered Quick-Check Checklist (Tier 1 items first). Enforcement rebuild — all rules from v1-v4 already existed; v5 ensures they execute. Grounded in PNAS 2025 register-leveling research, Antislop ICLR 2026 (8,000+ pattern taxonomy), MATTR lexical diversity, and Hebrew argumentative discourse stance research (Frontiers 2025). Use when: writing Hebrew content, humanizing Hebrew text, checking Hebrew text for AI tells, or matching someone's Hebrew writing voice. Triggers: "write in Hebrew", "Hebrew content", "כתוב בעברית", "humanize Hebrew", "sound Israeli", "Hebrew blog", "Hebrew article", "rewrite in Hebrew", "detect AI Hebrew", "תכתוב לי", "shadow writer"
ios-ux-prototype
tddworks
Create interactive iOS/mobile app UX flow prototypes as HTML documents with realistic phone mockups. Use when: (1) Visualizing user journeys and navigation flows, (2) Creating mobile app wireframes, (3) Documenting screen-to-screen navigation patterns, (4) Presenting iOS UI designs with annotations, (5) Prototyping app architecture before implementation. Generates self-contained HTML files with iOS-native styling, phone frames, flow arrows, and callout annotations.
phpstan-fixer
marcelorodrigo
Fix PHPStan static analysis errors by adding type annotations and PHPDocs. Use when encountering PHPStan errors, type mismatches, missing type hints, or static analysis failures. Never ignores errors without user approval.
learnmap-skill
lwbscu
Map-first personalized learning skill for Claude Code/Codex. Use when the user wants to learn an unfamiliar domain, turn articles/docs/repos into a curriculum, choose HTML count plus compact/standard/high-quality courseware through native popup calibration, choose batch or multi-turn delivery, receive interactive HTML teaching with portable underlines and image-rich notes, create concept maps, run mastery quizzes and review links, optionally create visual explainers or use a named mentor lens, or use an agent tutor that adapts to stated background and mistakes.
reddit-growth
oh-ashen-one
Reddit community growth via authentic human-style engagement. Use when finding high-intent posts, checking subreddit rules, writing value-first replies, and reporting run summaries. Works for any app, product, or service targeting a specific community.
robotframework-libdoc-explain
manykarim
Explain Robot Framework keywords and their arguments from library/resource/suite documentation. Use when asked how to use a keyword, what arguments it takes, or to retrieve detailed keyword docs from libdoc across one or more libraries/resources.
e2e-testing
oakoss
'E2E test architecture and patterns with Playwright. Use when designing test suites, structuring Page Object Models, planning CI sharding strategies, setting up authentication flows, or organizing tests with tags and annotations. Use for test architecture, accessibility auditing with axe-core, network mocking strategies, visual regression workflows, HAR replay, and storageState authentication patterns. For Playwright API details, browser automation, or web scraping, use the playwright skill instead.'
codebase-documenter
ailabs-393
This skill should be used when writing documentation for codebases, including README files, architecture documentation, code comments, and API documentation. Use this skill when users request help documenting their code, creating getting-started guides, explaining project structure, or making codebases more accessible to new developers. The skill provides templates, best practices, and structured approaches for creating clear, beginner-friendly documentation.
ida-agent-bridge
TsingShui
Use when writing ida-domain scripts, querying .i64 databases, or analyzing binaries. Provides short-connection REPL commands (disasm, xrefs, hexdump, pseudocode, rename) and arbitrary Python script execution piped via nc, with real-time file sync on rename/comment/patch.
coding-conventions
richfrem
Coding conventions and documentation standards across Python, TypeScript/JavaScript, and C#/.NET codebases. Use when: (1) writing new code files or functions, (2) reviewing code for style and documentation compliance, (3) adding file headers or docstrings, (4) creating new tools that need inventory registration, (5) refactoring code that exceeds complexity thresholds, (6) setting up module structure. Covers file headers, function documentation, naming conventions, and tool inventory integration.
code-review-practices
armanzeroeight
Provides practical guidance for conducting thorough code reviews that identify issues early, promote knowledge sharing, and deliver constructive feedback. This skill should be used when reviewing pull requests, establishing team review standards, or mentoring developers on effective review practices.
api-docs-generator
armanzeroeight
Generates API documentation from code including OpenAPI specs, JSDoc, and Python docstrings. Use when documenting APIs, REST endpoints, or library functions.