The library

docker-development · Multi-stage builds separate build dependencies from runtime—shaves off 60-80% of image size vs single-stage.

nansen-web-searcher · Provides on-chain analytics that free block explorers cannot—holder distribution, interaction patterns, risk signals.

parser · Semantic parsing extracts meaning from messy human text—outperforms regex on variants and typos.

anti-deception · Catches narrative contradictions invisible to humans reading sequentially—flags shifts in story that seem plausible alone.

paywall-upgrade-cro · Tests copy, price, and layout together—catches interactions where changing price alone leaves uplift on the table.

email-sequence · Email marketing when you need behavioral triggers and lifecycle automation across multiple providers.

nsauditor-ai-agent-skill · Security audits when you need multi-framework compliance evidence and vulnerability matching.

code · Code generation when you need to catch behavioral changes hidden by passing tests.

peekaboo · Headless macOS automation for interacting with native UI elements without public APIs.

memory · Cross-turn pattern detection when distinguishing real signals from projection.

team-interrupt · Agent coordination when you need to reach active workers without queue delays.

perl-patterns · Perl projects when modernizing pre-5.36 code to idiomatic v5.36+ standards.

reasoning · Complex analysis when you need to avoid causal shortcuts and premature conclusions.

imsg · macOS messaging when reading/sending iMessages and SMS programmatically.

perl-testing · Perl testing when you need TDD discipline with Test2::V0 and coverage analysis.

env-secrets-manager · Secrets management when you need environment-specific configuration.

openclaw-management · Agent delegation when you need to offload research, analysis, or task execution to a specialized AI.

agentuity-cli-cloud-keyvalue-list-namespaces · Cloud infrastructure operations when you need to list available key-value storage namespaces.

php-laravel-core · Laravel applications when you need framework patterns and routing architecture.

agent-transcript · Meeting analytics when you need speaker diarization and structured extraction.

php-laravel-orchestrator · Laravel microservices when you need event-driven orchestration and service coordination.

eu-ai-act-specialist · Regulatory compliance when you need EU AI Act risk-based system classification.

deepagents-cli-claude-skill · Developers building custom agents with LangChain Deep Agents CLI integration across multiple Claude surfaces.

autoreview · Code review just before commit/ship when you need advisory findings verified against real dependencies.

docs-maintenance · Keeping project documentation fresh after feature completion to reduce AI context usage.

eval · Comparing multiple agent outputs for correctness, simplicity, and quality to pick a winner.

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

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.

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.

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.

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.

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