The library

context-manager · approaching context limits or optimizing prompt costs

cli · When you need specialized skill for cli instead of generic alternatives.

creativity-engine · the user wants fresh ideas, new product concepts, or creative solutions

weather · When you need specialized skill for weather instead of generic alternatives.

daily-okr · the user wants to do a daily review, plan their day, or run a knowledge workflow

fix · you have lint errors, formatting issues, or before committing code to ensure it passes CI

deep-research · the user wants thorough research on any topic with evidence and citations

codex · operating Codex CLI itself (config, profiles, sandbox, approvals, and safe usage patterns)

novel-writer-english · When you need specialized skill for novel-writer-english instead of generic alternatives.

dart-build · When you need specialized skill for dart-build instead of generic alternatives.

knowledge-ops · the user wants to save, organize, sync, search, or scale their knowledge base

plugin-claude-code · When you need specialized skill for plugin-claude-code instead of generic alternatives.

project-flow-ops · When backlog is scattered and you need ranked priorities with visible blockers.

session-learn · When ending substantive work and want knowledge preserved instead of lost to chat history.

startup-evaluation · When assessing whether a startup idea or company is healthy beyond the pitch.

claude-powerline · When you want real-time Claude Code usage, git status, and theme displayed in statusline.

verify-before-claim · When about to claim work is done and need fresh proof before saying so.

wiki-ingest · When capturing articles, transcripts, or PDFs into an interlinked knowledge base.

wiki-lint · When auditing wiki health for broken links, orphans, stale pages, and contradictions.

assign-role · When updating an employee role and tracking the change with approval workflows.

13f-firehose · When monitoring famous fund position changes from daily SEC 13F-HR filings.

bedrock-sdk · When you need to use Claude API through AWS Bedrock infrastructure.

analyze-stock · When performing deep financial analysis on US-listed stocks with citations.

jomonsho-incident-triage · For structured jomonsho incident triage workflows.

earnings-flash-dip-catch · For structured earnings flash dip catch workflows.

earnings-prep · For structured earnings prep workflows.

react-native-share · For structured react native share workflows.

find-alpha · For structured find alpha workflows.

find-untapped-thesis · For structured find untapped thesis workflows.

refactoring-08-experiment-tracking · For structured refactoring 08 experiment tracking workflows.

insider-firehose · For structured insider firehose workflows.

jackal-price-ladder · For structured jackal price ladder workflows.

contract-driven-delivery · When non-engineers need AI implementation with spec authority and quality gates across brownfield systems.

jackal-state-machine · When traders need to distinguish between continuation and pullback to optimize position size and entry timing.

requirement-change · When project scope shifts and you need to update task priorities without full re-planning.

jackal-tech-scan · When you need to infer whether smart money is accumulating or distributing, beyond single-indicator read.

opsx-workflow · When setting up a frontend project that needs AI-driven TDD, OpenSpec specs, and automated delivery gates.

docker-compose-dev · When you need a reproducible local dev environment with one command, no external DB.

leaps-screen · When sizing long-dated leverage on a stock thesis, preventing LEAPS disaster (5-10x losses in weeks).

macro-liquidity-monitor · When you need to know if overnight funding is loose (bubble risk) or tight (funding stress) before trading.

validate · When you need a single pre-commit quality check across all CI lanes without stopping on first failure.

macro-risk-check · When you want a pre-trade macro regime (catching 2024/8/5 carry unwind, not missing 2026 upside).

seoagent · See body for use case.

macro-warning · See body for use case.

developer-mcp · See body for use case.

narrative-reversal-screen · See body for use case.

nvidia-developer-firehose · See body for use case.

stata-log · See body for use case.

option-wall-analysis · See body for use case.

i18next-cli · See body for use case.