distributed-job-safety
Concurrency safety patterns for distributed pueue + mise + systemd-run job pipelines. TRIGGERS - queue pueue jobs, deploy to remote host, concurrent job collisions, checkpoint races, resource guards, cgroup memory limits, systemd-run, autoscale, batch processing safety, job parameter isolation.
doppler-secret-validation
Validate and test Doppler secrets. TRIGGERS - add to Doppler, store secret, validate token, test credentials.
doppler-workflows
Manage credentials and secrets through Doppler for publishing and deployment workflows. Use whenever the user needs to publish Python packages to PyPI, rotate AWS credentials, manage Doppler secrets, or configure credential pipelines for CI/CD. Do NOT use for 1Password vault operations or for secrets that are not managed through Doppler.
dual-channel-watchexec
Dual-channel notifications on watchexec events. TRIGGERS - watchexec alerts, Telegram+Pushover, file change notifications.
firecrawl-research-patterns
Programmatic Firecrawl usage, self-hosted operations, academic paper routing, recursive deep research, and raw corpus persistence. TRIGGERS - firecrawl search, firecrawl scrape, academic paper, arxiv, deep research, recursive search, research pattern, corpus persistence, firecrawl, self-hosted scraping, web scrape, scraper wrapper, littleblack, ZeroTier scraping.
macbook-desktop-mode
Configure a MacBook as an always-on-AC desktop workstation with USB device resilience, battery longevity, and self-healing audio device monitoring. Covers charge limits, sleep optimization, powered USB hub with uhubctl, and the AudioDeviceMonitor Swift guardian (state machine + wake detection + heartbeat + recovery cascade + Telegram notification). Use whenever the user mentions desktop mode, always on AC, charge limit, battery longevity, USB device disappearing, sleep settings, powered hub, thermal management, or USB microphone dead after sleep. Do NOT use for general macOS troubleshooting unrelated to the desktop workstation pattern.
ml-data-pipeline-architecture
Patterns for efficient ML data pipelines using Polars, Arrow, and ClickHouse. TRIGGERS - data pipeline, polars vs pandas, arrow format, clickhouse ml, efficient loading, zero-copy, memory optimization.
ml-failfast-validation
POC validation patterns to catch issues before committing to long-running ML experiments. TRIGGERS - fail-fast, POC validation, preflight check, experiment validation, schema validation, gradient check, sanity check, smoke test.
mlflow-python
MLflow experiment tracking via Python API. TRIGGERS - MLflow metrics, log backtest, experiment tracking, search runs.
project-directory-migration
Migrate Claude Code project sessions when renaming directories. TRIGGERS - directory rename, move project, migrate sessions, project path change, workspace reorganization, rename folder.
pueue-job-orchestration
Manage long-running jobs and batch processing with pueue queue orchestration, CLI telemetry, and companion monitoring tools (noti, ntfy, mprocs, task-spooler). Use whenever the user wants to queue a job, run tasks on bigblack or littleblack, manage long-running processes, do batch processing, set up pueue callbacks or priorities, get notified when jobs finish (noti/ntfy), watch multiple processes (mprocs), or needs GPU workstation job management. Also use for cache population tasks that run in the background. Do NOT use for simple foreground shell commands that complete quickly or for job scheduling via cron/launchd.
python-logging-best-practices
Python logging with loguru and platformdirs. TRIGGERS - loguru, structured logging, JSONL logs, log rotation, XDG directories.
python-memory-safe-scripts
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session-chronicle
Session log provenance tracking. TRIGGERS - who created, trace origin, session archaeology, ADR reference.
session-debrief
Analyze Claude Code sessions in three expert modes — Handoff Document (exhaustive context extraction for the next developer or session), Error Forensics (complete inventory of warnings and errors Claude ignored or deferred), and Chronological Summary (dense technical timeline with key outcomes). Use when the user wants a session handoff, asks what happened, wants to know what errors were missed or ignored, requests a retrospective or debrief, mentions session history or session analysis, or wants to understand past work in the current repo. Do not use for live debugging or code review.
session-recovery
Diagnose and recover Claude Code session issues including missing conversations, corrupted sessions, and session file problems. Use whenever the user sees 'No conversations found to resume', sessions appear in wrong locations, or session files are missing or corrupted. Do NOT use for general Claude Code configuration or for issues unrelated to session persistence and recovery.
worktree-manager
Create alpha-forge git worktrees with auto branch naming. TRIGGERS - create worktree, new worktree, alpha-forge worktree.
academic-pdf-to-gfm
Convert academic PDF papers to GitHub-renderable GFM markdown with inline figures and correctly formatted math equations. Use this skill when converting research papers, technical reports, or math-heavy PDFs for display on GitHub or GitLab. Also use it when GFM math equations are broken or not rendering on GitHub, when someone asks about the $$-vs-```math decision, when equations look garbled on GitHub, when KaTeX validation is needed, or when investigating why LaTeX renders locally but not on GitHub. Also use when comparing GitHub vs GitLab math rendering, when asking about self-hosting GitLab for math documents, or when looking for a platform that requires less LaTeX workarounds. Covers PDF type detection (Word vs LaTeX vs scanned), tool selection (pymupdf4llm/pdftotext/marker-pdf), image extraction, GitHub math rendering rules ($$-vs-```math decision), GitLab native math support (no workarounds needed), KaTeX validation, and multi-agent adversarial equation verification.
ascii-diagram-validator
Validate ASCII diagram alignment in markdown. TRIGGERS - diagram alignment, ASCII art, box-drawing diagrams.
documentation-standards
Apply markdown documentation standards optimized for both LLM consumption and Pandoc PDF generation. Use whenever the user is writing or reviewing documentation, asks about section numbering conventions, markdown formatting standards, or documentation style guidelines. Also use when preparing documents for PDF export via Pandoc. Do NOT use for general prose editing, code commenting, or README generation unrelated to these standards.
glossary-management
Manage terminology glossary with Vale. TRIGGERS - sync terms, glossary validation, add terms, Vale vocabulary.
latex-build
LaTeX builds with latexmk and live preview. TRIGGERS - latexmk, LaTeX build, live preview, compilation.
latex-setup
LaTeX environment setup on macOS. TRIGGERS - install LaTeX, MacTeX, Skim viewer, SyncTeX setup.
latex-tables
LaTeX tables with tabularray package. TRIGGERS - LaTeX table, tabularray, fixed-width columns, table alignment.
pandoc-pdf-generation
PDF generation from markdown via Pandoc/XeLaTeX. TRIGGERS - markdown for PDF, print document, pandoc, xelatex, section numbering, table of contents, page breaks.
plotext-financial-chart
ASCII financial line charts for markdown using plotext dot marker. TRIGGERS - financial chart, line chart, plotext, price chart, trading chart, ASCII chart.
terminal-print
Print iTerm2 terminal output to network printer. TRIGGERS - print terminal, terminal PDF, print session output.
chezmoi-sync
Interactive chezmoi drift check and sync. TRIGGERS - chezmoi sync, sync dotfiles, dotfile drift, chezmoi guard, chezmoi check.
chezmoi-workflows
Dotfile backup and sync with chezmoi. TRIGGERS - chezmoi, dotfiles, sync dotfiles, backup configs, cross-machine sync.
gemini-deep-research
Run Gemini Deep Research via browser automation. Persistent Chrome on CDP port 9222. Use when user asks to research a topic with Gemini, run deep research, or wants comprehensive AI-powered research reports. TRIGGERS - Gemini research, deep research, research report, Gemini Deep Research
fork-intelligence
Discover valuable GitHub fork divergence beyond stars. TRIGGERS - fork analysis, fork intelligence, find forks, valuable forks, fork divergence, fork discovery, upstream forks.
issue-create
Create well-formatted GitHub issues with intelligent AI-powered label suggestions and content type detection. Use whenever the user wants to create a bug report, feature request, question, or documentation issue on GitHub, or says 'file an issue', 'create an issue', or 'gh issue create'. Do NOT use for managing existing issues, organizing issue hierarchies (use issues-workflow instead), or for PR creation.
issues-workflow
Plan and track work using a GitHub Issues-first workflow with sub-issue hierarchies, issue-branch-PR lifecycle, and auto-close on merge. Use whenever the user needs to organize issues into parent-child hierarchies, manage sub-issues, use closing keywords (Closes/Fixes/Resolves), create branches from issues (gh issue develop), coordinate cross-repo issue workflows, or asks about issue tracking strategy. Do NOT use for creating individual issues (use issue-create instead) or for GitHub Projects board management.
pr-gfm-validator
Validate and fix GFM links in PR descriptions. TRIGGERS - PR links, gh pr create, GFM validation, broken PR links.
research-archival
Scrape AI research URLs, archive with frontmatter, create GitHub Issues with identity verification. TRIGGERS - scrape research, archive findings, save ChatGPT share, save Gemini research, research to issue.
contribute
Complete contribution workflow using git-town. Create branch → commit → PR → ship. Preflight at every step. TRIGGERS - contribute, feature branch, create PR, submit PR, git-town contribute.
fork
Create or configure a fork workflow with git-town. Preflight checks at every step. TRIGGERS - fork repo, setup fork, git-town fork, create fork, fork workflow, upstream setup.
dead-code
Find orphan functions, dangling imports, and dead code via GitNexus CLI (gitnexus). CLI ONLY - NO MCP server exists, never use readMcpResource with gitnexus:// URIs. TRIGGERS - dead code, orphan functions, unused imports, dangling references, unreachable code.
explore
Explore how code works using GitNexus CLI (gitnexus). CLI ONLY - NO MCP server exists, never use readMcpResource with gitnexus:// URIs. TRIGGERS - how does X work, explore symbol, understand function, trace execution, code walkthrough.
impact
Blast radius analysis via GitNexus CLI (gitnexus). CLI ONLY - NO MCP server exists, never use readMcpResource with gitnexus:// URIs. TRIGGERS - what breaks if I change, blast radius, impact analysis, safe to modify.
reindex
Re-index the GitNexus knowledge graph via CLI (gitnexus). CLI ONLY - NO MCP server exists, never use readMcpResource with gitnexus:// URIs. TRIGGERS - reindex, refresh index, update knowledge graph, $GN analyze.
bot-process-control
Gmail Commander daemon lifecycle - start, stop, restart, status, logs, launchd plist management. TRIGGERS - bot start, bot stop, bot restart, bot status, bot logs, launchd, daemon, process control, gmail-commander service.
email-triage
Scheduled email digest via Agent SDK Haiku. Triages emails into 3 categories, sends Telegram notification + podcast voice. TRIGGERS - email digest, triage emails, digest, run digest, email summary, voice briefing.
gmail-access
Access Gmail via CLI with 1Password OAuth. Use when user wants to read emails, search inbox, export messages, create drafts, or mentions gmail access. TRIGGERS - gmail, email, read email, list emails, search inbox, export emails, create draft, draft email, compose email.
interactive-bot
Gmail Commander Telegram bot with slash commands, inline keyboards, and AI routing. TRIGGERS - telegram bot, bot commands, inbox bot, email bot, start bot, stop bot, compose email via telegram.
hooks-development
Claude Code hooks development guide. TRIGGERS - create hook, PostToolUse, PreToolUse, Stop hook, hook lifecycle, decision block.
adr-code-traceability
Add ADR references to code for traceability. TRIGGERS - ADR traceability, code reference, document decision in code.
adr-graph-easy-architect
ASCII architecture diagrams for ADRs via graph-easy. TRIGGERS - ADR diagram, architecture diagram, ASCII diagram.
bootstrap-monorepo
Autonomous polyglot monorepo bootstrap meta-prompt. TRIGGERS - new monorepo, polyglot setup, scaffold Python+Rust+Bun, monorepo from scratch.
code-hardcode-audit
Detect hardcoded values, magic numbers, and leaked secrets. TRIGGERS - hardcode audit, magic numbers, PLR2004, secret scanning.
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