marimo
Assistant for creating, editing, and debugging reactive Python notebooks with marimo. Use when you need to build marimo notebooks, debug reactive execution, add interactive UI elements, or convert traditional notebooks to marimo format. Provides code patterns, utility functions, and best practices for marimo development.
marp-slide-quality
Analyze and improve Marp markdown presentations using SlideGauge. Use when working with Marp presentations, slide decks, or when user asks to check, analyze, improve, or validate slide quality.
pentest-toolkit
AI-Powered Security Testing Toolkit - Professional penetration testing scripts for discovering vulnerabilities, analyzing application structure, and generating context-aware security tests. All scripts return structured JSON for agent consumption.
release-runbook
Universal release workflow: detect project type, init versioning if needed, run tests, bump version, tag, push, and create GitHub release. Works with Python, Go, Node.js, Rust, Java, .NET, Ruby, PHP, and multi-language projects.
skill-creator
Create new Agent Skills interactively or from templates. Use when user wants to create, generate, scaffold, or build a new skill, or mentions creating skills, writing skills, skill templates, skill development.
steel-org-recon
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cli-tmux
Use tmux to run and test our interactive CLI/TUI end-to-end. Includes how to start, send keys, capture output, and cleanly stop (double Ctrl+C).
yt-transcript
Fetch transcripts from YouTube videos. Use when user asks to get, download, extract, or retrieve YouTube video transcripts, captions, or subtitles. Also activates for video content analysis, summarizing YouTube videos, or processing video content.
big_text
Create ASCII art banners using figlet. Use this when the user asks for big text, banners, or ASCII art.
bang-motion
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cooking-best-practices
Reference for how I like to cook.
coding-best-practices
Reference for how I like to write code.
dance-best-practices
Reference for how I like to dance and call square dances.
new-project
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python-packages
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spec-interview
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uniswap
Trade and interact with Uniswap in Python using Ape and the uniswap-sdk package.
writing-sdks
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writing-bots
Write a bot to continuously listen and respond to events on a public blockchain network.
protocol-design
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writing-plugins
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maestro-bundle
Route work into the right maestro tier and drive the SPEC/NOTES/VERIFY bundle lifecycle - open, resume, close, recall.
maestro-coach
Decision support and grounded teaching for the human. Invoke when the user signals a message did not land ("wait, what?", "I don't understand", "explain it like I'm five", "which is better?", "I'm not sure") about a question or fork they have been asked, or when they hand over a locked decision, a lesson, or a bundle and want to learn the concept behind it.
maestro-council
Lead-only council for a hard-to-reverse fork - a neutral brief, sealed independent seats, one premise verifier on unanimity, bounded verifiers, one cross-examination round, a draft-verdict audit, and one binding verdict recorded as a decision with its dissent. Never inside a seat.
maestro-design
Settle unknowns and lock decisions before implementation - pick the mode per unknown (grill, research, prototype, model, wayfind), recall past bundles, walk one fork at a time, record every settled choice with a rationale, and open the bundle only when a Full trigger holds.
maestro-diagnose
Diagnosis-only investigation of a failure with unknown cause - reproduce, localize, reduce, deliver root cause with evidence. Read-only; an explicit fix request routes by target and tier instead, never here.
maestro-explore
Answer an evidence question without touching production code - research external facts against primary sources, build or iterate a disposable prototype (its own bugfixes included), or baseline current repository behavior before deciding or implementing. Use when the question is answerable by reading, building, or measuring with no user decision required; unsettled decisions belong to maestro-design. Prototypes are throwaway.
maestro-graph
Drive a pre-known multi-agent path as a maestro graph - run it by name or from a file you just wrote, pull each agent node with graph next, spawn it as a sub-agent under its maestro-<profile> definition, hand the result back with graph result, repeat until the verdict. Author a new graph from the reference when no preset fits.
maestro-improve
Turn filed lessons into the smallest doctrine edit. Use when a Lead assigns improvement work for one target: group pending lessons, make one evidence-linked commit per target, return it for independent challenge, and process each accepted or rejected lesson without deleting history.
maestro-questionnaire
Turn a decision the user cannot fully answer into a Markdown questionnaire for the one person who can - filled in async, or together over a meeting.
maestro-verify
Verify and close - cross-check coverage, run the VERIFY table, deliver the verdict, harvest durable lessons into decisions, close the bundle, and never claim remote state from local evidence.
maestro-work
Drive one accepted implementation unit - smallest falsifiable behavior, minimum edits, evidence that names the real falsifier; red tests only inside a Full bundle.
duckdb-sql
Generate DuckDB SQL queries. Use when user asks about DuckDB queries, data analysis, exploring .ddb database files, CSV files, Parquet files, wants help editing/improving SQL, asks to use the duckdb skill, references duckdb assets, or wants to initialize/setup duckdb analysis.
latex-pdf-compiler
Compiles LaTeX source code to PDF using pdflatex. Use this skill whenever the user asks to create and compile LaTeX documents, generate PDFs from LaTeX, or compile existing LaTeX code in artifacts.
scribe
Maintains a narrative log of exploratory work with file archives. Capabilities: (1) Log entries with propose-confirm flow, (2) Archive files linked to entries, (3) Restore archived files, (4) Query past work by time or topic, (5) Link related entries for thread tracking. Activates when user addresses "scribe" directly (e.g., "hey scribe, log this", "scribe, save this notebook", "scribe, what did we try yesterday?") or uses `/scribe` commands.
viz
Data visualization and inspection skill. Use for (1) creating matplotlib/seaborn plots from data files or marimo notebooks, or (2) inspecting DataFrames by showing first N rows, column names, and dtypes. For plots, provide chart type, data context, and styling. For inspection, ask to "show" or "display" the data.
gsd-join-discord
Join the GSD Discord community
mastering-python-skill
Modern Python coaching covering language foundations through advanced production patterns. Use when asked to "write Python code", "explain Python concepts", "set up a Python project", "configure Poetry or PDM", "write pytest tests", "create a FastAPI endpoint", "run uvicorn server", "configure alembic migrations", "set up logging", "process data with pandas", or "debug Python errors". Triggers on "Python best practices", "type hints", "async Python", "packaging", "virtual environments", "Pydantic validation", "dependency injection", "SQLAlchemy models".
gsd-add-backlog
Add an idea to the backlog parking lot (999.x numbering)
gsd-add-phase
Add phase to end of current milestone in roadmap
gsd-add-tests
Generate tests for a completed phase based on UAT criteria and implementation
gsd-add-todo
Capture idea or task as todo from current conversation context
gsd-audit-milestone
Audit milestone completion against original intent before archiving
gsd-audit-uat
Cross-phase audit of all outstanding UAT and verification items
gsd-autonomous
Run all remaining phases autonomously — discuss→plan→execute per phase
gsd-check-todos
List pending todos and select one to work on
gsd-cleanup
Archive accumulated phase directories from completed milestones
gsd-complete-milestone
Archive completed milestone and prepare for next version
gsd-debug
Systematic debugging with persistent state across context resets
gsd-discuss-phase
Gather phase context through adaptive questioning before planning. Use --auto to skip interactive questions (the agent picks recommended defaults).
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