The library

channel-message-flows · Iterating Telegram message UX by testing native draft → final workflows locally.

plan-orchestrate · Turning a PRD or implementation plan into runnable /orchestrate chains without manual agent selection.

execute · Converting an approved decision into weekly-checkable milestones with named owners and kill criteria.

clawdtributor · Prioritizing external contributor PRs/issues with maintainer-quality review and live GitHub freshness.

debugging-with-tools · Investigation-heavy debugging when tool-driven evidence (search/logs/diffs) beats guesswork.

plankton-code-quality · Projects needing automatic write-time quality enforcement with defense against agents gaming linter configs.

executive-mentor · Founders/execs preparing for board meetings or making irreversible decisions needing honest pre-mortems.

chrome-jig · Developers debugging JavaScript without DevTools UI or coordinating MCP browser tools with cjig via shared CDP port.

clawsweeper · OpenClaw maintainers automating issue/PR triaging, commit validation, and guarded fix PR creation.

popup-cro · Creating popups that convert without damaging user experience or brand perception.

experiment-designer · Product teams running defensible experiments with clear success criteria and statistical stopping rules.

control-ui-e2e · Control UI changes requiring browser routing, app boot, and Gateway handshake verification in one test.

refactor-pass · Cleaning up code after feature work by removing dead code and straightening logic.

postgres-patterns · Writing production PostgreSQL queries and schemas with Supabase best practices for performance and security.

extract · Capturing one-off debugging solutions as reusable skills to avoid re-discovering the same fix.

crabbox · When you need broad OS coverage, CI parity, or secrets validation without local resource constraints.

postgresql · When you need to model a relational schema with correct constraints, performance tuples, and MVCC semantics.

fda-consultant-specialist · When you face FDA premarket approval decisions and need pathway selection, QSR compliance, and HIPAA/cybersecurity assessment.

skillfish · When you want a unified skill distribution and versioning system across Claude Code, Cursor, Copilot, and 30+ other agents.

discord-clawd · When you need to ask or publish through an OpenClaw Discord relay target without parsing history.

prediction-market-oracle-research · When you want to use market-implied probabilities to inform strategic decisions while controlling for liquidity, resolution rules, and manipulation.

fda-qsr-audit-prep · When you need to audit medical device QSR posture before internal review, FDA inspection, or Form 483 response.

discrawl · When you need Discord history, DM search, or channel summaries without relying on fresh Discord API calls.

prediction-market-risk-review · When a trading agent, portfolio tool, or oracle integrations touches venue auth, portfolio data, or execution capabilities.

feature-flags-architect · When you need to ship behind a flag, ramp a launch, or clean up flag debt before a release freeze.

gitcrawl · When you need to find duplicate issues, triage PRs, or search GitHub history without live API overhead.

prepare-pr · When you need to draft a PR with proper context, verify CI readiness, and minimize review friction before opening.

Finance Lead · When you need to oversee a finance function, manage budgets, forecast cash flow, or prepare board-level financial reports.

graincrawl · When you need to find meeting notes, transcripts, or speaker context without API calls to Granola.

finance-skills · When you need finance-specific guidance on structuring costs, cash flow analysis, or strategic financial planning.

notcrawl · When you need to query Notion workspace data without hitting API rate limits.

prisma-patterns · When you need type-safe database design with Prisma, query optimization, or migration planning.

financial-analyst · When you need to interpret P&L, cash flow, balance sheet trends and build financial models.

openclaw-changelog-update · When preparing a release, you need to synthesize commits into user-facing changelog entries.

financial-health · When you need a snapshot of cash position, growth efficiency, and runway to understand financial sustainability.

openclaw-debugging · When OpenClaw behavior differs between local/live and you need to isolate which boundary (config, tool construction, provider payload, fetch, stream) is broken.

product-marketing-context · When launching a new marketing effort and you need to capture positioning, ICP, problems, and differentiation once so every marketing skill reuses the same foundation.

fix · When a Playwright test fails intermittently and you need a taxonomy to categorize it (timing/async, test isolation, environment, infrastructure) before applying the right fix pattern.

openclaw-docker-e2e-authoring · When you need to prove OpenClaw behavior crosses a boundary (deterministic for byte/payload routing, live for actual provider behavior).

weather · When you need quick weather for a location and want zero API keys or rate limits.

production-audit · When CI is green but you need to assess actual production risk (auth, data integrity, payments, operations, UX) before launch.

flag-cleanup · When you want to clean up feature flags quarterly and identify which flags are safe to remove based on age and usage patterns.

chub · When you want to fetch curated, versioned API docs directly into your agent's context instead of relying on training data.

openclaw-ghsa-maintainer · When you need to patch, validate, and publish a security advisory safely without accidentally publishing escaped newline literals or incomplete data.

production-scheduling · When production orders compete for bottleneck resources and you need a theory-driven framework (Theory of Constraints/DBR) instead of trial-and-error sequencing.

focused-fix · When an entire feature or module is broken and you need to trace dependencies, diagnose all issues, and fix systematically rather than guessing at single symptoms.

claude-skills-library · When you want a curated, deterministically-ranked catalog of 1100+ skills with zero LLM calls in the hot path and no backend/API keys.

openclaw-landable-bug-sweep · When you need to autonomously produce five high-confidence bugfix PRs with proof (CI green, autoreview clean, rebased on main).

programmatic-seo · When you have thousands of similar pages (products, listings, locations) and need to generate SEO-optimized page variants at scale without hand-writing each one.

form-cro · When form abandonment is high and you want evidence-based tactics (field reduction, reordering, cognitive load optimization) rather than guessing which fields matter.