edwinhu
98 verified skills1,222 total stars
writing-lit-review
Internal skill for literature review and source materialization. Called after brainstorm, before setup. NOT user-facing.
testing16
writing-outline
Internal skill for creating detailed section outlines. Called by /writing workflow after PRECIS and master OUTLINE are complete.
testing16
dev-explore
This skill should be used when the user asks to 'explore the codebase', 'map architecture', 'find similar features', or in Phase 2 of /dev workflow.
development16
dev-review
This skill should be used when the user asks to 'review the code', 'check implementation quality', or 'run code review'.
development16
ds-implement
Phase 3 of the /ds workflow — analysis task execution. Invoked by the ds-plan chain; not user-invocable.
data-ai16
dev-spec-reviewer
Internal skill used by /dev at the Phase 1 (brainstorm) exit gate. Dispatches a reviewer subagent to verify SPEC.md completeness before exploration. NOT user-facing.
development16
dev-clarify
Asks targeted clarification questions based on codebase exploration findings.
development16
dev-implement
This skill should be used when the user asks to 'implement the plan', 'start building', or 'execute the tasks'.
development16
dev-test-gaps
This skill should be used when validating test coverage against requirements, after implementation tasks complete (Phase 5.5 of /dev workflow). Invoked automatically by dev-implement before review phase.
development16
ds-review
This skill should be used when running Phase 4 of the /ds workflow or reviewing data analysis methodology.
data-ai16
audit-fix-loop
Canonical doctrine for scored iterative improvement, and the generic fallback for ad-hoc 'iteratively improve / audit and fix / grade and improve / hill-climb quality / score and fix' requests that don't map to a domain workflow.
tools16
ds-delegate
Subagent delegation for data analysis. Dispatches fresh Task agents with output-first verification.
data-ai16
dev-design
This skill should be used when the user asks to 'design the approach', 'propose architecture', or 'choose between approaches'.
development16
ds-handoff
Create structured handoff document for DS workflow session pause/resume.
documentation16
visual-verify
This skill should be used when the user asks to 'verify visual output', 'check how it looks', 'render and review', 'visual verify', 'check the slide', 'does this look right', or when any task produces rendered visual output (slides, charts, documents, UI).
testing16
source-verify
This skill should be used when the user asks to 'verify sources', 'check citations', 'fact-check footnotes', 'verify quotes', 'source check', 'are my cites real', 'check for hallucinated citations', or needs to verify that citations in a legal/academic manuscript actually exist and are accurate. Also use when the user wants to check that quoted text actually appears in the cited source.
testing16
writing-revise
This skill should be used when the user asks to 'revise writing', 'fix review issues', 'polish draft', 'apply review feedback', 'complete writing workflow', or after /writing-review produces REVIEW.md with issues to fix.
databases16
writing-setup
Internal skill for creating PRECIS.md, OUTLINE.md, and ACTIVE_WORKFLOW.md. Called after brainstorm sources are gathered.
testing16
ds-plan-reviewer
Internal skill used by ds-plan at Phase 2 exit gate. Dispatches a reviewer subagent to verify PLAN.md quality before implementation. NOT user-facing.
testing16
writing-validate
Validate draft sections cover all PRECIS claims before review.
testing16
writing
This skill should be used when the user asks to 'write a paper', 'start a writing project', 'draft an article', 'write about', 'brainstorm writing topics', 'gather sources for a paper', 'what should I write about', or needs the writing workflow entry point for any writing task.
documentation16
ds-verify
This skill should be used when the user asks to 'verify analysis results', 'check reproducibility', 'validate data science output', or 'confirm completion'.
testing16
dev
This skill should be used when the user asks to 'start a feature', 'build a feature', 'implement a feature', 'develop', or 'new feature'.
development16
ds-plan
Phase 2 of the /ds workflow — data profiling and task breakdown. Invoked by the ds-brainstorm chain; not user-invocable.
data-ai16
dev-plan-reviewer
Internal skill used by dev-design at Phase 4 exit gate. Dispatches a reviewer subagent to verify PLAN.md quality before implementation. NOT user-facing.
development16
ds-fix
This skill should be used when the user asks to 'fix analysis', 'wrong results', 'notebook error', 'reviewer feedback', 'data changed', 'debug notebook', or needs mid-analysis course-correction for wrong results, notebook errors, or data changes.
development16
workflow-creator
This skill should be used when the user asks to 'create a workflow', 'design a workflow', 'edit a workflow', 'audit workflow', 'improve workflow', 'break down a task into phases', 'migrate a phase to a dynamic workflow (ultracode)', 'convert fan-out to a workflow script / ultracode', or needs to substantially create or edit any multi-phase workflow.
development16
writing-review
Internal skill for hierarchical document review. Called by writing-validate after claim validation passes.
testing16
dewey
Use when "query Dewey Data", "deweydata.io", "SafeGraph places/patterns/spend", "Advan foot traffic", "POI / points of interest", "mobility data", "dataplor", "Veraset", "PassBy", "crypto/Bitcoin ATM locations", or any pull from the Dewey Data academic marketplace (UVA/NYU Platform Subscription) via the deweypy/deweydatapy client, DuckDB, or the Dewey MCP server.
tools16
dev-verify
This skill should be used when the user asks to 'verify completion', 'check that tests pass', 'confirm feature works', or 'verify the feature is done'.
development16
workshop-revise
This skill should be used when the user asks to 'revise workshop slides', 'fix presentation', 'update slides', 'change slide', 'fix notes', 'workshop feedback', or needs to modify existing workshop presentation slides or speaker notes.
content-media16
ds-validate
Validate analysis outputs against SPEC.md requirements using DQ checks.
testing16
writing-draft
Internal skill for expanding section outlines into prose. Called after section outlines are complete.
tools16
dev-debug
This skill should be used when the user asks to 'debug', 'fix bug', 'investigate error', 'why is it broken', 'trace root cause', 'find the bug', or needs systematic debugging.
development16
audit-extract
Phase 1: Extract footnotes from DOCX with formatting annotations
development14
audit-crossrefs
Phase 7: Convert hardcoded cross-references to auto-updating NOTEREF fields
development14
audit-verify
Phase 5: Verify all corrections were applied correctly
testing14
bluebook
This skill should be used when the user asks to “cite a case”, “format a citation”, “check Bluebook format”, “cite a statute”, “use id. or supra”, “format footnotes”, “cite a law review article”, or needs Bluebook 21st Edition citation guidance.
development14
cite-check
Verify academic citations against source PDFs using Gemini File Search API. Use when 'check citations', 'verify cites', 'cite-check', 'run citation review', 'are my citations grounded', 'does source X support claim Y', 'what does source X say about Y', or validating that pandoc citations in markdown drafts are supported by their source documents.
development14
dev-delegate
Internal skill used by dev-implement during Phase 5 of /dev workflow. NOT user-facing - invoked inside each turn under an active /goal for the implementation phase.
development14
dev-test
This skill should be used when the user needs to 'debug web applications', 'test UI interactions', 'capture screenshots or network requests', 'test desktop automation', or needs to select between testing tools. Routes to platform-specific E2E testing skills: Chrome MCP for debugging, Playwright for CI/CD, Hammerspoon for macOS, Linux for X11/Wayland.
tools14
dev-tools
This skill should be used when the user asks 'what development tools are available', 'list dev plugins', 'what MCP servers can I use', 'enable code intelligence', 'what testing tools exist', or needs to discover development plugins like serena, playwright, or context7. Use this for general development tool discovery; use ds-tools for data science-specific tools.
tools14
docx-footnotes
Use when DOCX footnotes are broken after Google Docs or Word Online round-trips, when converting hardcoded 'supra note N' cross-references to auto-updating NOTEREF fields, or for any OOXML-level footnote surgery on a Word document — even if the user doesn't say 'OOXML' but describes footnote formatting problems in a .docx edited in a cloud editor.
development14
hpc
Use when submitting jobs to UVA HPC (Rivanna/Afton), writing Slurm scripts (sbatch/srun/squeue), converting SGE to Slurm, running compute on any Slurm-managed cluster, or building WRDS data pipelines with polars on HPC. Triggers: 'submit to HPC', 'sbatch', 'squeue', 'slurm job', 'run on Rivanna', 'run on Afton', 'HPC array job', 'convert SGE to Slurm', 'polars on HPC', 'WRDS from HPC'.
development14
gemini-batch
This skill should be used when the user asks to "use Gemini Batch API", "process documents at scale", "submit a batch job", "upload files to Gemini", or needs large-scale LLM processing.
development14
using-skills
Auto-loaded at session start via SessionStart hook. Teaches skill invocation protocol, tool selection rules (look-at for media, skills for workflows), agent delegation patterns, and enforcement mechanisms. NOT user-triggered - provides foundational skill usage discipline for all sessions.
tools14
lseg-data
Use when "query LSEG/Refinitiv", "fundamentals or market data from LSEG", "ESG scores", "RIC/ISIN symbology", "corporate governance or activism (poison pills, campaigns)", "M&A or IPO deals", "syndicated loans or project finance", "PE/VC investments", "joint ventures", "Refinitiv news", or any use of the `lseg.data` Python API.
development14
paperpile
This skill should be used when the user asks to "add paper", "paperpile add", "fetch PDF for", "find and add", "search paperpile", "find in paperpile", "paperpile search", "label paper", "trash paper", "download paper", "paperpile index", "edit paper metadata", "update paper title", "fix paper author", "paperpile edit", "find PDF online", "search google for PDF", "resolve PDF", "fetch PDF for citation", "get full-text for DOI", "resolve cite to PDF", or any request to manage their Paperpile library or resolve a citation to a local PDF.
development14
writing-general
Internal skill for Strunk & White writing rules. Loaded by /writing for quick edits or as base layer for domain skills.
data-ai14
audit-archive
Phase 6: Archive URLs via perma.cc
testing14
bluebook-audit
This skill should be used when the user asks to 'audit footnotes', 'check Bluebook formatting', 'audit citations', 'run footnote audit', 'check my footnotes', 'bluebook audit', or needs systematic Bluebook compliance checking of a law review manuscript.
development14
audit-check
Phase 2: Run mechanical checks and Gemini formatted audit
development14
audit-correct
Phase 4: Apply corrections to DOCX
testing14
ds-spec-reviewer
Internal skill used by ds-brainstorm at Phase 1 exit gate. Dispatches a reviewer subagent to verify SPEC.md completeness before planning. NOT user-facing.
testing14
writing-econ
Internal skill for economics and finance writing. Loaded by /writing when style=econ. Based on McCloskey's "Economical Writing".
business14
ai-anti-patterns
This skill should be used when reviewing AI-generated text, checking for AI writing patterns, detecting undisclosed AI content, or before finalizing any written content.
testing14
ds
This skill should be used when the user asks to 'start data analysis', 'brainstorm analysis approach', 'plan a data project', 'clarify analysis requirements', or needs the data science workflow.
testing14
wrds
Use when "query WRDS", "pull SEC filings", "access Compustat/CRSP/ExecuComp/Capital IQ", "Form 4 insider data", "ISS governance/compensation", "TAQ intraday/NBBO", "SDC M&A or new issues", "FISD bonds", "Form D/ADV", "FJC court data", or any WRDS PostgreSQL query or SAS ETL on the WRDS grid (qsub/qsas/SGE).
development14
audit-report
Phase 3: Generate and present audit report for user review
testing14
research
This skill should be used when the user asks to "find papers", "search academic literature", "find citations", "literature search", "find research on", "what does the literature say about", or any request to search for academic papers across multiple sources.
testing9
plugin-creator
This skill should be used when the user asks to 'create a plugin', 'scaffold a plugin', 'set up plugin structure', 'new plugin', 'add plugin components', or needs to substantially edit an existing plugin.
tools9
skill-creator
This skill should be used when the user asks to 'create a skill', 'improve a skill', 'edit a skill', 'add enforcement patterns', 'audit skill enforcement', or needs to substantially create or edit any SKILL.md file.
testing9
writing-precis-reviewer
Internal skill used by writing-setup at exit gate. Dispatches a reviewer subagent to verify PRECIS.md quality before outlining. NOT user-facing.
testing9
marimo
Use when working with marimo notebooks — creating, editing, debugging, converting from Jupyter, or pairing with a running marimo server.
development9
writing-outline-reviewer
Internal skill used by writing-outline at exit gate. Dispatches a reviewer subagent to verify OUTLINE.md quality before drafting. NOT user-facing.
testing9
consensus
This skill should be used when the user asks to "search Consensus", "consensus search", "find RCT papers", "find clinical papers", "search medical literature via consensus", "find papers on consensus.app", or needs to search Consensus.app for academic/medical literature via the consensus CLI tool.
tools9
pptx-render
Use when the user asks to "render pptx", "show pptx slide", "compare with pptx", "pptx to image", "export pptx slide", "original slide", "show me the original", "what does the pptx look like", or needs to extract a specific PPTX slide's content for visual comparison.
testing9
dev-handoff
This skill should be used when the user asks to 'pause work', 'hand off session', 'save progress', 'create handoff', or when context is running low and work needs to continue in a new session.
development9
look-at
This skill should be used when the user asks to 'look at', 'analyze', 'describe', 'extract from', or 'what's in' media files like PDFs, images, diagrams, screenshots, or charts. Triggers include: 'what does this image show', 'extract the table from this PDF', 'describe this diagram', 'what's in this screenshot', 'analyze this chart', 'read this image', 'get text from this PDF', 'summarize this document', or requests for specific data extraction from visual or document files. Use when analyzed/interpreted content is needed rather than literal file reading (which uses Read tool).
tools9
headline-card
Use this skill when the user asks to add news headline cards, 'Last Week Tonight'-style cards, headline slides, news quote slides, or media quote cards to a Typst presentation. Also use when the user wants to modify existing headline cards (add/remove cards, change quotes, swap logos, fix layout issues). Trigger on: 'add a headline', 'news card', 'LWT card', 'headline slide', 'quote card', 'media quote', 'add a quote from [publication]'.
development9
marimo-serve
Serve every marimo notebook in a project directory under one ASGI host with auto-discovery. Use when the user wants to browse multiple marimo apps at once (localhost, LAN, or tailnet) instead of running `marimo run` per file. Handles expose-on-tailnet via `tailscale serve`.
data-ai9
nlm
This skill should be used when the user asks to "create a notebook", "add source to notebook", "generate audio overview", "create podcast", "manage NotebookLM", "nlm", "add PDF to notebook", "list notebooks", "summarize sources", "generate study guide", "create FAQ", "briefing document", "chat with notebook", "generate outline", "research a topic", "deep research", or needs to interact with Google NotebookLM via the nlm CLI tool.
tools9
readwise
This skill should be used when the user asks to "search Readwise", "find highlights", "get quotes from my reading", "add highlights to notebook", "search my annotations", "get full document text", "fetch article content", "add tagged documents to notebook", or needs to query their Readwise library.
development9
deep-research
This skill should be used when the user asks to "deep research", "comprehensive research on", "thorough investigation of", "research report on", "deep dive into", "literature review on", or needs Gemini Deep Research for web-grounded multi-source synthesis beyond what Google Scholar and Consensus provide.
development9
visual-mockup
This skill should be used when the user asks to 'mockup the layout', 'sketch the diagram', 'show me the layout before coding', 'draft the positions', 'quick visual of the layout', 'matplotlib mockup', 'interactive mockup', 'drag and drop layout', 'draw a rough layout', 'prototype the diagram', 'let me arrange the nodes', 'mockup the chart before CeTZ', or when you're about to write a diagram with 4+ nodes or a CeTZ chart and want to confirm the visual with the user first.
documentation9
readwise-docs
Manage Readwise Reader documents. Use when the user wants to list, save, update, or delete documents in their Reader library. Triggers on "add to reader", "save article", "list my documents", "readwise list", "reader documents".
development8
dev-test-chrome
This skill should be used when testing web applications with Chrome MCP tools, debugging console errors, monitoring network requests, executing JavaScript in browser, recording GIF test evidence, or when dev-test routes to Chrome-based browser testing.
tools8
notebook-debug
This skill should be used when the user asks to "debug notebook", "inspect notebook outputs", "find notebook error", "read traceback from ipynb", "why did notebook fail", or needs to understand runtime errors in executed Jupyter notebooks from any source (marimo, jupytext, papermill).
development8
readwise-search
Search Readwise highlights. Use when the user wants to find highlights, quotes, notes, or annotations from their reading library. Triggers on "search highlights", "find in readwise", "what did I highlight about", "my notes on".
development8
dev-worktree
This skill should be used when the user asks to "create an isolated worktree", "set up worktree for feature", "create a feature branch worktree", or needs workspace isolation with automatic dependency setup and test verification.
development8
dev-tdd
This skill should be used when the user asks to 'implement using TDD', 'test-driven development', 'RED-GREEN-REFACTOR', or 'write failing test first'.
development8
dev-test-linux
This skill should be used when the user asks to "test Linux desktop apps", "automate GTK/Qt applications", "test with ydotool", "test with xdotool", "verify Linux UI interactions", "capture screenshots on Linux", "control D-Bus services", "test Wayland applications", "test X11 applications", or needs Linux desktop E2E testing. Provides comprehensive guidance for Linux automation with ydotool (Wayland), xdotool (X11), grim, and D-Bus.
tools8
writing-handoff
Create structured handoff document for writing workflow session pause/resume.
documentation8
typst-test-slide
This skill should be used when the user asks to 'test a slide', 'isolate a slide', 'debug a slide', 'preview a single slide', 'test this slide', 'render one slide', or when you need to visually verify a single Typst slide from a presentation in isolation. Provides the exact file setup pattern to avoid access-denied and import errors.
development8
readwise-prune
Clean up stale Readwise Reader documents. Use when the user wants to declutter their reading library, remove old unread articles, or manage Reader inbox. Triggers on "clean up readwise", "prune reader", "delete old articles", "declutter reading list".
development8
ds-tools
This skill should be used when the user asks 'what data science tools are available', 'list data analysis plugins', 'what skills work with data', 'enable data science code intelligence', or needs to discover data-specific plugins and skills like wrds, lseg-data, gemini-batch, or data context skills. Use this for data science tool discovery; use dev-tools for general development tool discovery.
tools8
pattern-capture
This skill should be used when the user asks to 'find repeated feedback', 'what do I keep correcting', 'capture this pattern', 'DRY my prompting', 'stop repeating myself', 'turn this into a check', 'automate this correction', or when the same type of feedback has been given 3+ times across sessions.
testing8
readwise-chat
Chat with Readwise highlights using GPT-5.1 RAG. Use when the user wants to ask questions about their reading library, get summaries across documents, or have a conversation about their highlights. Triggers on "ask readwise", "chat about my highlights", "what do my notes say about", "summarize my reading on".
development8
writing-legal
Internal skill for academic legal writing. Loaded by /writing when style=legal. Based on Volokh's "Academic Legal Writing".
research8
obsidian-organize
Organize Obsidian notes according to clawd's preferences. Use when user asks to "organize notes", "move notes to right folder", "clean up vault", "tidy vault", "file this note", or when creating new notes in the Obsidian vault. Also use when moving, renaming, or categorizing notes, or when the vault root has stray files.
development8
jupytext
Use when working with jupytext — converting notebooks to/from text formats, syncing paired .ipynb/.py files, multi-kernel projects (Python/R/Stata/SAS), or executing notebooks via papermill.
development8
google-scholar
This skill should be used when the user asks to "search Google Scholar", "find academic papers", "scholar search", "lookup papers", "find citations", "academic search", "search for papers by author", "find journal articles", "get BibTeX", "cite this paper", "download paper", or needs to search Google Scholar for academic literature via the scholar CLI tool.
tools8
dev-ralph-loop
This skill should be used when REQUIRED by dev-implement for per-task implementation loops.
development8
dev-test-playwright
This skill should be used when testing web applications with Playwright MCP, running headless E2E tests, cross-browser testing, CI/CD test automation, or when dev-test routes to Playwright-based browser testing.
tools8
dev-test-hammerspoon
This skill should be used when the user asks to "debug macOS app", "test native app", "automate macOS workflow", "test native macOS application", or needs desktop automation for testing macOS applications with Hammerspoon. Use for application launch/control, window management, keyboard/mouse simulation, and visual verification.
tools8
dev-test-electron
This skill should be used when the user asks to "test Electron app", "automate Electron desktop app", "debug Electron renderer", "test VS Code extension", "E2E test Electron", or needs Chrome DevTools Protocol automation for Electron applications. Use for renderer process debugging, main process control, native menu automation, and file dialog testing.
tools8
continuous-learning
This skill should be used when the user asks to 'extract patterns from this session', 'save what we learned', 'create a skill from this workflow', 'learn from this conversation', 'capture reusable knowledge', or wants to turn session patterns into reusable skills.
tools8
data-context
This skill should be used when the user asks to 'set up data analysis for our database', 'extract tribal knowledge about dataset', 'generate data skill', 'document this dataset', 'what does this column mean', 'create data dictionary', 'help me understand this data schema', 'capture domain knowledge about our data', or needs to create a reusable data context skill from dataset expertise.
documentation8