The library
Everything we index — ranked by what works, never by stars.
forSalesMarketingHRFinanceLegalOpsProductEngineeringDataProductivitySupportsetup≤ plug & play≤ + a key≤ multi-tool
● works · ● untested / no effect · ● hurts — every rank is measured against a no-skill baseline
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Assume product owner rolecommandProductL1
po · Managing product backlog and feature documentation.
Toggle dashboard display modecommandOpsL1
ts · Switching between compact and full view modes.
Storing and retrieving project documentation.commandOpsL1
kb · Storing and retrieving project documentation.
Bypass workflow for quick taskscommandOpsL1
x · Quick code exploration, one-line fixes, research without PM ceremony.
Plan new work itemcommandOpsL1
p · Creating tracked work items with clear acceptance criteria, subtask support, and OSS-safe PM artifacts.
Start a task sessioncommandProductivityL1
s · Transitioning a planned task into in-progress with branch setup and status tracking.
Wrap up and save session contextcommandProductivityL1
w · Preserving session knowledge, decisions, and next steps before memory reset or long breaks.
Quick status checkcommandProductivityL1
st · Fast status check without scanning vault or task files.
Load ML service domain contextcommandEngineeringL1
ml · Initializing domain context for Earth Engine geospatial and time-series forecasting work.
Analyze with business perspectivecommandProductL1
ba · Solutioning Claude Code Config Manager features through multi-expert analysis and wireframe-driven design.
Ensure implementation Always WorkscommandEngineeringL1
aw · Ensuring AI-generated code changes actually work in production before shipping user-facing features.
Find bugs and vulnerabilitiescommandEngineeringL1
codexreview · Finding hidden security vulnerabilities and data integrity bugs in adversarial code review mode.
Create architecture decision recordcommandEngineeringL1
adr · Documenting architecture decisions and their trade-offs in a searchable, versioned format.
Generate feature specificationcommandProductL1
s · Turning vague feature ideas into testable specifications with clear acceptance criteria.
Generate commit message from changescommandEngineeringL1
cm · Generating conventional commit messages that match project style from staged changes.
Start development environmentcommandEngineeringL1
dev · Starting local development server with environment setup.
Create git worktree for featurecommandEngineeringL1
wt · Running workflow task definitions and automation routines.
Show recent activity logscommandProductivityL1
l · Loading workspace state and context for the current session.
Resume previous session workcommandProductivityL1
go · Continuing multi-session work when Claude Code context window resets.
Review engineering rule flagscommandProductL1
keb · Determining if a flagged rule is a real bug, deliberate pattern, or framework limitation.
Generate jj commit commandscommandEngineeringL1
jj · Decomposing diffs into logical commits using Jujutsu VCS conventions.
Prepare automated releasecommandEngineeringL1
prepare-release · Automating release gating and version bumps in CI-friendly environments.
Audit UX and accessibilitycommandProductL1
ux · Comprehensive accessibility auditing against 10 usability heuristics + WCAG.
Toggle plugins offcommandEngineeringL1
pd · Fast on/off toggle for installed plugins without full command lookup.
Break features into GitHub issuescommandProductL1
po · PM-style decomposition of vague features into executable, dependency-ordered tasks.
Execute git worktree operationscommandEngineeringL1
wt · Isolating task branches in separate work directories with built-in context.
Generate actionable UX specscommandProductL1
ux · Creating detailed, implementable UX specs for solo/junior frontend developers.
Advise on lumi web clientcommandEngineeringL1
web · Building reactive views and interactive editors in modern Svelte codebases.
Query codebase contextcommandEngineeringL1
c · Fast codebase orientation using large-context language model analysis.
Trace install config fieldscommandEngineeringL1
trace-config · Understanding how OpenShift install config fields flow through validation pipelines.
Clean code and find stale artifactscommandEngineeringL1
clean · Safe, intelligent removal of drifted sessions, dead code, and stale documents.
Review code for qualitycommandEngineeringL1
code-review · Reviewing compiler IR transformations, codegen, and language spec changes.
Validate API and file referencescommandEngineeringL1
audit · Validating that all API, makefile, file, and agent references in Claude Code config are current.
Generate project recap visualizationcommandProductL1
project-recap · Refreshing mental model of project state after weeks away or before planning
Quickly reference correct syntax for navigation, costmap, lifecycle, and docking commands without consulting docscommandEngineeringL1
nav2 · Quickly reference correct syntax for navigation, costmap, lifecycle, and docking commands without consulting docs
Write minimal code for failing testscommandEngineeringL1
tdd-green · Enforcing discipline in TDD where code strictly matches test requirements without premature optimization
Deep-craft solutions from first principlescommandProductL1
ultrathink · Tackling ambiguous problems where you need to question everything and design from first principles
Create conventional git commitscommandEngineeringL1
commit · Enforcing conventional commit format across team projects
Predict sprint risks from historical signalscommandOpsL1
risk-predict · Surfacing sprint risk to the team early so they can replan instead of missing deadline
Cherry-pick commits to new branchescommandEngineeringL1
cherry_pick_pr · Extracting specific commits from feature branches to split into separate PRs or move to correct branch
Scaffold task briefs from schemacommandOpsL1
h-brief · Locking in task contract at Phase 2 (Propose) before substantive work begins
Restore human voice to AI textcommandMarketingL1
de-ai · Converting AI-written or corporate-speak text to direct, conversational human voice
Trace data store transformation logiccommandEngineeringL1
explain-store · Onboarding new developers to a database by showing what data lives where and why relationships exist
Gate image rights and licensingcommandLegalL1
photo-clear · Cleaning up large photo libraries by automating deletion based on date/size criteria
Validate features through UATcommandProductL1
gsd:verify-work · Ensuring quality gate before work moves to done (prevents 'done' from meaning 'not verified')
Reset pipeline phasecommandOpsL1
reset · Resetting a development pipeline phase while preserving invariant rules and base templates.
Assign next prioritized taskcommandOpsL1
pickup · Surfacing next prioritized work with availability categorization (available vs. inactive).
Search skill indexcommandL1
skill-search · Rapid skill discovery from an indexed catalog.
Monitor conductor project progresscommandOpsL1
conductor-status · Summarizing multi-track project progress with blocker identification.
Run and fix code quality checkscommandEngineeringL1
check · Full-pipeline code validation with automatic style and format fixes.