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
untested★1→untested★3→untested★3→untested★0→untested★3→untested★4→untested★3→untested★0→untested★3→untested★3,035→untested★2,619→untested★3→untested★3,035→untested★1,184→untested★3→untested★3→untested★3,035→untested★3→untested★3,035→untested★11,304→untested★3→untested★3,035→untested★3→untested★3→untested★3→untested★3,035→untested★3→untested★3,035→untested★3→untested★3,035→untested★3,457→untested★2,371→untested★3→untested★3→untested★3,035→untested★1,102→untested★3,035→untested★2,333→untested★3→untested★503→untested★503→untested★3→untested★3,035→untested★588→untested★3,035→untested★819→untested★3→untested★3,035→untested★171→untested★3→
Reference field documentationskillL1
refs · Standardizing skill authorship with validated frontmatter and boilerplate.
Upload snapshots to HuggingFaceskillEngineeringDataL2
hf-upload · Persisting agent learnings and semantic caches to HuggingFace with tags.
Remove AI patterns from writingskillMarketingSalesL1
humanize · Removing LLM fingerprints to sound authentically human across channels.
Commit and amend code changesskillEngineeringOpsL1
git · Version control operations without native language support.
Automatically fix broken documentation linksskillOpsProductL2
link-checker-agent · Validating documentation and content links before deployment.
Persist information across sessionsskillOpsProductivityL1
037-memory_space_edits_729e16d3 · Persisting project context and preferences across Claude Code sessions.
Reduce AI agent context bloatskillEngineeringL1
optimize-context · Reducing token usage while preserving essential information in long conversations.
Infer missing operational details from codeskillOpsProductL1
repository-inference · Automatically detecting project type and structure without explicit config.
Prepare targeted security review packageskillLegalEngineeringL2
red-team-bundler · Preparing code for adversarial testing without exposing sensitive data.
Load briefing with status and contextskillOpsProductivityL2
brief · Quickly capturing essential takeaways from long calls for stakeholder alignment.
Summarize clinical notesskillOpsSupportL1
clinical-note-summarization · Standardizing unstructured medical documentation into queryable SOAP format with explicit gap surfacing.
Create and audit cross-platform symlinksskillEngineeringOpsL2
symlink-manager · Unifying symlink behavior across macOS, Linux, and Windows development teams.
Save memory to origin in flowskillProductivityOpsL1
capture · Capturing preferences, decisions, and lessons in-the-moment without batch overhead.
Audit Android Room schema migrationsskillEngineeringProductL2
room-migration-audit · Verifying data preservation and schema consistency before shipping Room migrations.
Manage tasks across kanban lanesskillOpsProductivityL2
task-agent · Lightweight task tracking without external services or ID collisions.
Capture and refine business requirementsskillProductOpsL1
business-requirements-capture · Formalizing exploration captures into auditable requirements with sourcing transparency.
Synthesize wiki pages from memoriesskillOpsProductivityL1
distill · Emerging structured wiki knowledge from granular memories without manual page maintenance.
Generate workflow flowcharts for processesskillOpsProductL1
business-workflow-doc · Visualizing multi-step workflows and state machines from unstructured exploration captures.
Delete memory from originskillProductivityOpsL1
forget · Removing erroneous or obsolete memories that /capture supersedes cannot fix.
Bump tantivy to latest and fix buildskillEngineeringL2
bump-tantivy · Automating dependency bump workflow with compilation validation and PR creation.
Guide structured discovery sessionskillProductOpsL1
discovery-planning · Hard-gating prototyping until exploration captures are formally approved.
Capture decisions and session learningsskillOpsProductivityL1
handoff · Ritualizing session closure with persistent, queryable artifacts.
Synthesize exploration into handoff packageskillProductOpsL1
exploration-handoff · Finalizing exploration before transitioning to prototype or build phase.
Optimize exploration cycle and artifactsskillOpsProductL2
exploration-optimizer · Improving exploration session methodology over time through data-driven feedback.
Capture and refine exploration intentskillProductOpsL1
exploration-session-brief · Anchoring exploration scope before discovery-planning engages the SME.
Preview distilled wiki pagesskillOpsProductivityL1
read · Ingesting heterogeneous source material (files, PDFs, images, notebooks) as exploration input.
Orchestrate business exploration loopskillProductOpsL2
exploration-workflow · Hard-gating skill sequencing (no prototype until plan approved) in multi-phase exploration.
Search origin memory by queryskillProductivityOpsL1
recall · Retrieving durable facts and decisions during exploration without full-context load.
Orchestrate prototype build cyclesskillProductL2
prototype-builder · Translating validated requirements into clickable prototypes for feedback loops.
Audit pending design surfacesskillProductL1
review · Quality gate before handing off exploration artifacts to build phase.
Show specification statusskillProductL1
kiro-spec-status · Tracking specification workflow progress when you need to know where a spec is in requirements/design/tasks phases and what work remains.
Validate Dart documentation commentsskillEngineeringL1
dart-doc-validation · Catching broken documentation links and macro errors before publishing a Dart package to pub.dev.
Capture and prioritize user storiesskillProductL1
user-story-capture · Converting exploration work, prototypes, and BRDs into a backlog of actionable user stories with test-ready acceptance criteria.
Follow business exploration workflowskillProductL1
using-exploration-cycle · When you need to guard user messages from interrupting active exploration workflows and automatically route to the correct workflow phase.
Build Claude plugins and skillsskillEngineeringL2
public-plugin-builder · Taking a plugin idea from raw concept through discovery, design, implementation, and GitHub push in a structured 23-step process.
Monitor GitHub Actions CI completionskillEngineeringL2
pr-checks · Blocking until all GitHub Actions CI checks pass before merging to main, with automated failure analysis.
Run tiered code review pipelineskillEngineeringL2
ralph-review-trio · Pre-merge verification of code-complete feature branches when structured evidence of multi-depth review is needed.
Integrate QuickNode blockchain RPCskillEngineeringL2
quicknode-hello-world · Learning QuickNode RPC integration by querying block numbers, balances, and smart contracts with ethers.js.
Extract pure domain modelsskillEngineeringL2
vibe-domain-extractor · Salvaging high-value business logic from a vibe-coded prototype before architectural reengineering.
Write NestJS unit and E2E testsskillEngineeringL2
nestjs-testing · Writing isolated NestJS unit tests with mocked providers and E2E tests with supertest for API validation.
Optimize React performance and bundlesskillEngineeringL2
react-performance · Use when optimizing React rendering performance, reducing re-renders, or improving bundle size.
Package specs into spec-kitsskillProductL2
vibe-spec-packager · Use for vibe-spec-packager tasks and operations.
Execute remediation workflowskillEngineeringL2
slopmop · Use for slopmop tasks and operations.
Control Android devices via ADBskillEngineeringL2
burner-phone · Use for burner-phone tasks and operations.
Manage competitive landscape researchskillProductSalesL2
competitors · Maintaining a living map of direct and indirect competitors with status tracking, watch passes, and user-feedback mining.
Coordinate foreclosure administration outputsskillLegalL1
output-waehlen · German real-estate insolvency: ensuring ZVG court filings address the correct party with right legal form and tight deadlines.
Review layout options before buildingskillProductEngineeringL1
visual-companion · SME consensus on visual structure shape before build starts—skippable for greenfield simple features.
Track and refine product hypothesesskillProductL1
hypotheses · Tracking which assumptions are confirmed vs. invalidated with evidence, and routing confirmed changes through structured workflows.
Run test suites in parallelskillEngineeringL1
gtest-parallel · Parallel test execution speedup and flakiness detection via repeat across single-threaded or low-CPU test suites.
Read and edit Obsidian Base filesskillOpsL1
obsidian-bases-manager · Database-like row/cell edits inside Obsidian vaults while preserving view configs (columns, filters, sorts).