The library
Everything we index — ranked by what works, never by stars.
forSalesMarketingHRFinanceLegalOpsProductEngineeringDataProductivitySupportsetup≤ plug & play≤ + a key≤ multi-tool
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Wait for PR review completionworkflowEngineeringL2
wait-for-pr-review · CI pipelines where Claude-generated reviews must complete before merging.
Review code for bugsworkflowEngineeringL2
review · Use when implementing review patterns.
Classify dependency cycle typesworkflowEngineeringL2
phase-b0-cyclebreak · Use when implementing phase-b0-cyclebreak patterns.
Run parallel QA agentsworkflowEngineeringL2
qa-parallel-suite · Budget-gated QA where lite testing is the gate before heavier runs.
Benchmark single-agent extractionworkflowEngineeringL2
bench-s0-monolith · Use when implementing bench-s0-monolith patterns.
Measure agent concurrency limitsworkflowEngineeringL2
trace-concurrency-cap · empirically validating the workflow runtime's true parallel capacity before launching production workloads
Apply verified bug fixes across codebasesworkflowEngineeringL3
phase-b2-fix-bugs · applying pre-verified bug fixes across multiple crates without sequencing delays
Fix bundler errors file-by-fileworkflowEngineeringL3
phase-d-bundler-perfile · methodically eliminating cascading compiler errors in a large module via per-file focus
Remove feature gates to unblock buildsworkflowEngineeringL3
phase-b2-ungate-tier · exposing and fixing draft code dependencies before moving to verification pass
Parallel bundler error fixing pipelineworkflowEngineeringL3
phase-d-bundler-shard · parallelizing fix work on a single large file (bundle_v2) across multiple agents without conflicts
Audit build status and find gapsworkflowEngineeringL2
frontier-tail-survey · auditing true build state across multiple frontiers without false confidence from presence of stub files
Gate code reviews by impactworkflowEngineeringL2
cr-threshold-gate · mechanical OR-gated CR dispatch (LOC > 50 OR core-module hit) without human judgment
Auto-merge work items to productionworkflowEngineeringL4
ship-item · automated production merge gate with adversarial reviewer integration and carry-forward tracking
Break cyclic crate dependencies upwardworkflowEngineeringL3
phase-b0-moveout · systematically breaking dependency cycles before move-in pass via vtable/tag+ptr/hook delegation
Move types and dispatch downstreamworkflowEngineeringL3
phase-b0-movein · resolving forward references established in move-out via symbol materialization in target crates
Fill missing symbols in cratesworkflowEngineeringL3
phase-b2-fill · on-demand symbol provisioning as downstream blockers surface during multi-phase porting
Detect performance regressionsworkflowEngineeringL2
benchmark-audit · spotting performance regressions in CI without re-running expensive GPU benchmarks
Import backlog into task managementworkflowOpsEngineeringL3
emit-beads · Bulk-importing planning data into beads while maintaining idempotency and dependency integrity
Add missing blocked symbolsworkflowEngineeringL3
phase-b2-fill-blocked · Unblocking Rust port tasks by filling symbol gaps from a structured dependency report
Run repository validation workflowskillEngineeringL3
run-repo-checks · Reporting repo health to agents in a structured, repeatable way
Evaluate AI data, models, and qualityskillEngineeringDataL3
SKILL · Automated data quality gates in ML pipelines with both fast rule checks and semantic LLM scoring
Manage repository operationsskillEngineeringL2
.skill · Lightweight agent-driven repo validation without external runners
Populate apps with realistic test dataskillProductEngineeringL2
Skill · Rapid test-data generation for web apps when you need to respect entity relationships and field types without manual SQL.
Visualize audio dataskillEngineeringProductL2
skill · Creating audio-reactive visuals when aesthetic consistency and lore injection matter more than generic animation.
Build with Next.js App RouterskillEngineeringL1
skill · Building unified full-stack apps when you want to avoid external backend APIs and keep everything within Next.js.
Assemble UI from base componentsskillEngineeringProductL2
skill · Building composite UIs faster and more consistently when shadcn base components exist—avoids reinventing buttons or cards.
Build Teams channel scraperskillEngineeringOpsL3
Skill · Exporting Teams conversation history at scale when you need thread structure preserved—WPF UI simplifies config.
Generate gRPC and Go service codeskillEngineeringL2
proto-generator.skill · Generating gRPC and HTTP stubs with validation and Swagger docs in one command—avoids manual interface coding.
Configure local database stackskillEngineeringOpsL3
Use Docker Compose for repeatable local stacks · Sharing reproducible development stacks across teams when version control and one-command startup matter.
Audit pages for accessibility complianceskillProductEngineeringL2
Accessibility audit · When accessibility audit is needed before shipping or in production.
Ingest and deduplicate data incrementallyskillDataEngineeringL3
sqlite-incremental-reconcile · When sqlite-incremental-reconcile is needed before shipping or in production.
Forge optimized agent skillsskillEngineeringL3
claude-code-skillforge · When claude-code-skillforge is needed before shipping or in production.
Implement MCP in TypeScriptskillEngineeringL3
sdk · When sdk is needed before shipping or in production.
Generate conventional commit messagesskillEngineeringL1
formatting-commits · When formatting-commits is needed before shipping or in production.
Inspect MCP protocol messagesskillEngineeringL2
inspector · When inspector is needed before shipping or in production.
Deploy MCP server packageskillEngineeringL2
server · When server is needed before shipping or in production.
Enable interactive MCP client UIsskillEngineeringProductL3
ext-apps · When ext-apps is needed before shipping or in production.
Safely commit code changes with approvalskillEngineeringL1
commit-workflow · When commit-workflow is needed before shipping or in production.
Integrate Vercel into Next.js projectsskillEngineeringL2
mcp-handler · When mcp-handler is needed before shipping or in production.
Convert Figma designs to Drupal componentsskillProductEngineeringL3
drupal-sdc-figma-parity · When drupal-sdc-figma-parity is needed before shipping or in production.
Run Drupal code quality checksskillEngineeringL2
php-prebuild-quality · When php-prebuild-quality is needed before shipping or in production.
Prevent infrastructure-as-code mistakesskillEngineeringOpsL3
terrashark · When terrashark is needed before shipping or in production.
Auto-disable irrelevant project skillsskillEngineeringL2
skill-manager · When skill-manager is needed before shipping or in production.
Build MCP client and server toolsskillEngineeringL3
mcp-tools · When mcp-tools is needed before shipping or in production.
Validate technical plans against realityskillProductEngineeringL2
stress-test · When stress-test is needed before shipping or in production.
Build scalable MCP servers with NestJSskillEngineeringL3
server · Scaling MCP server codebase with TypeScript decorators and DI.
Proxy MCP servers over HTTP/SSEskillEngineeringL3
mcp-proxy · Exposing stdio MCP servers to HTTP/SSE clients without native stdio.
Evaluate machine learning model performanceskillDataEngineeringL2
evaluate-model · Standardized model evaluation reporting post-training.
Run end-to-end machine learning pipelineskillDataEngineeringL3
run-pipeline · Reproducible end-to-end execution after configuration or code changes.
Test API endpoints automaticallyskillEngineeringL2
api-test · Quick smoke testing of API surface after code or deployment changes.