注释
代码注释与标注
comment-generator
Dexploarer
Generate code comments and docstrings. Use when user asks to "add comments", "document this code", "explain with comments", or "add docstrings".
a11y-annotation-generator
Dexploarer
Adds accessibility annotations (ARIA labels, roles, alt text) to make web content accessible. Use when user asks to "add accessibility", "make accessible", "add aria labels", "wcag compliance", or "screen reader support".
deep-plan
theclaymethod
Structured research → plan → annotate → implement workflow for non-trivial features. Separates planning from execution using persistent markdown artifacts (.claude/research.md, .claude/plan.md). Use when explicitly invoked via /deep-plan for feature development, refactors, migrations, or any multi-file change where architecture decisions matter.
ty-skills
jiatastic
Python type checking expertise using ty - the extremely fast type checker by Astral. Use when: (1) Adding type annotations to Python code, (2) Fixing type errors reported by ty, (3) Migrating from mypy/pyright to ty, (4) Configuring ty for projects, (5) Understanding advanced type patterns (generics, protocols, intersection types), (6) Setting up ty in editors (VS Code, Cursor, Neovim, PyCharm).
articulation
kluless13
Framework for articulating ideas intelligently in writing and speaking. Based on Dan Koe's methods. TRIGGERS: - When user asks to write a post, thread, or newsletter - When user is preparing for a podcast or presentation - When user wants to explain a complex idea - When user says "help me articulate" or "how do I explain" - When drafting content that needs to be compelling and clear CAPABILITIES: - Structure ideas using Problem-Amplify-Solution (beginner) - Apply Pyramid Principle for logical arguments (intermediate) - Cross-domain synthesis for unique perspectives (advanced) - Build "greatest hits" library of core ideas
clickhouse-query-optimization
obsessiondb
"20+ optimization rules for ClickHouse queries. Load when writing queries, debugging slow queries, fixing memory errors, or optimizing JOINs. Achieves 10-100x faster queries, 90% less memory usage."
mail-contacts
aashari
Extract contacts and build a communication directory from email history. Find email addresses, frequency of contact, and relationship strength. Use when user wants to find someone's email address, see all contacts, or understand their communication network. Arguments: optional person name, company, domain, or "top contacts" / "recent contacts".
wfc-deepen
sam-fakhreddine
Augments an existing /wfc-plan directory by researching codebase patterns, project documentation, and dependency constraints to add supporting evidence to tasks. Reads TASKS.md and PROPERTIES.md, simulates parallel analysis across 4 dimensions, and appends sourced findings as annotations. Does NOT modify task structure, add/remove tasks, or write implementation steps. Triggers: /wfc-deepen, /wfc-deepen <path>, "add research evidence to the plan", "validate plan against codebase patterns", "annotate plan with known pitfalls", "cross-reference plan with existing solutions". Not for: writing or expanding task implementation steps; decomposing tasks into subtasks; prioritizing or reordering tasks; adding or removing tasks; pre-planning research before a plan directory exists; targeted research on specific questions unrelated to plan validation; re-deepening plans with existing Research Findings sections (use --force to override); general research with no plan context.
pku-treehole
robin0505
"Use when Codex needs to retrieve, search, browse, filter, summarize, or export content from Treehole via a locally logged-in Chrome debug session. Uses the logged-in page directly instead of cookie extraction. Supports keyword search, post details with replies, recent posts, tags, and Markdown export."
easy-query-expert
cc123hh
Guidance for Easy-Query ORM (Java), covering type-safe proxy queries, implicit joins, and tracking updates.
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.
prolog-reasoning
dr3d
Use this repository as a deterministic symbolic memory and reasoning skill for agent workflows. Trigger when an external agent such as OpenClaw or Hermes needs to query known facts, explain a symbolic failure, or classify a user statement for memory ingestion and revision.
comment-analyzer
troykelly
Use when asked to review code comments for accuracy/quality or explicitly asked to run the comment-analyzer subagent.
inline-documentation
troykelly
Use when writing code - ensure complete JSDoc, docstrings, and inline comments assuming documentation will be generated from code
issue-lifecycle
troykelly
Use throughout all work - ensures GitHub issues are updated continuously as work happens, not batched at the end
issue-lifecycle
troykelly
Use throughout all work - ensures GitHub issues are updated continuously as work happens, not batched at the end
inline-documentation
troykelly
Use when writing code - ensure complete JSDoc, docstrings, and inline comments assuming documentation will be generated from code
trace-annotation-tool
maragudk
Generate a custom trace annotation web app for open coding during LLM error analysis. Use when the user wants to review LLM traces, annotate failures with freeform comments, and do first-pass qualitative labeling (open coding). Also use when the user mentions "annotate traces", "trace review tool", "open coding tool", "label traces", "build an annotation interface", "review LLM outputs", or wants to manually inspect pipeline traces before building a failure taxonomy. This skill produces a tailored Python web application using FastHTML, TailwindCSS, and HTMX.
failure-taxonomy
maragudk
Build a structured taxonomy of failure modes from open-coded trace annotations. Use this skill whenever the user has freeform annotations from reviewing LLM traces and wants to cluster them into a coherent, non-overlapping set of binary failure categories (axial coding). Also use when the user mentions "failure modes", "error taxonomy", "axial coding", "cluster annotations", "categorize errors", "failure analysis", or wants to go from raw observation notes to structured evaluation criteria. This skill covers the full pipeline: grouping open codes, defining failure modes, re-labeling traces, and quantifying error rates.
samhvw8
"PDF document processing and manipulation. Tools: Python (PyPDF2, pdfplumber, reportlab), CLI tools. Capabilities: text extraction, table extraction, form filling, merge/split documents, create PDFs, add annotations, watermarks, page manipulation. Actions: extract, create, merge, split, fill, annotate PDFs. Keywords: PDF, text extraction, table extraction, form fill, PDF form, merge PDF, split PDF, create PDF, reportlab, PyPDF2, pdfplumber, annotation, watermark, page rotation, PDF metadata, bookmarks, OCR. Use when: extracting text/tables from PDFs, filling PDF forms, merging/splitting documents, creating PDFs programmatically, adding annotations/watermarks, processing PDFs at scale."
screengrabs
inkeep
"Capture, annotate, and include screenshots in pull requests for UI changes. Use when creating or updating PRs that touch frontend components, pages, or any web-facing surface. Also use when asked to add before/after screenshots, visual diffs, or enrich PR descriptions. Triggers on: PR screenshots, before/after, visual diff, PR description, capture screenshot, PR images, enrich PR."
xiaohongshu-mcp
tclawde
Xiaohongshu MCP Skill - Full automation solution with login fix. Features: (1) Login management, (2) Search, publish, interact, (3) Complete MCP protocol support (13 tools), (4) Comment strategy. Built-in Feishu notification, iflow integration. Triggers: xiaohongshu, rednote, 小红书 automation.
documentation-templates
benshapyro
Generates README files, API documentation, and inline code comments following best practices. Use when creating project documentation, writing READMEs, documenting APIs, or explaining complex code.
cortex-classify-tutorial
Snowflake-Labs
Interactive tutorial teaching Snowflake Cortex CLASSIFY_TEXT for categorizing unstructured text. Guide users through classifying customer reviews using Python and SQL. Use when user wants to learn text classification, Cortex LLM functions, or analyze unstructured feedback data.