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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Migrate bundle from legacy formatsubagentEngineeringL3
bundle-engineer · Reproducible, versioned distribution of reusable agent skills.
Curate new prompt cookbook examplessubagentEngineeringL2
cookbook-curator · Curating discoverable, well-organized recipe collections by use case.
Write prompt cookbook documentationsubagentEngineeringL1
cookbook-writer · Creating accessible, copy-paste-ready agent recipes with clear steps.
Author submission documentationsubagentEngineeringL2
docs-author · Producing comprehensive, auto-generated API docs that stay in sync with code.
Keep cookbook in sync across languagessubagentEngineeringL2
docs-cookbook-sync · Preventing drift between source code and documentation/recipes.
Audit release state before updatessubagentEngineeringL3
docs-release-auditor · Establish truth about shipped vs planned features before docs edits
Verify documentation consistencysubagentEngineeringL2
docs-roadmap-qa · Catch release/docs mismatches before they ship to users
Integrate projection mapping featuressubagentEngineeringL3
interactive-projection-integrator · Prevent parallel-agent edit conflicts while wiring a single feature
Coordinate projection mapping rolloutsubagentEngineeringL2
interactive-projection-lead · Decompose a hybrid physical+code feature into non-blocking waves
Build TouchDesigner projection prototypesubagentEngineeringL3
interactive-projection-prototyper · Answer: does the visual feel alive on the wall, and can an operator calibrate it?
Test projection mapping implementationsubagentEngineeringL2
interactive-projection-qa · Verify offline gates (schema/CLI/docs) before trusting live projection state
Implement projection mapping toolsubagentEngineeringL2
interactive-projection-tool-builder · Implement in isolation so multiple builders can work in parallel without conflicts
Update roadmap and release notessubagentEngineeringL1
roadmap-docs-editor · Keep public release wording honest and match verified shipped state
Design submission architecturesubagentEngineeringL2
submission-architect · Avoid directory rejection by mapping every form field to a source before builders start
Validate submission package completenesssubagentEngineeringL3
submission-qa · Catch form fields that are blank or stale before a human clicks Submit
Design feature specs and wireframessubagentEngineeringL1
td-architect · Turn a vague idea into a spec multiple builders can implement in parallel
Implement isolated tdmcp featuressubagentEngineeringL3
td-builder · Let multiple builders code in parallel without registry/CLI conflicts
Integrate tdmcp builders into shared registriessubagentEngineeringL3
td-integrator · Guarantee registry/CLI/docs coherence when multiple features land together
Run tdmcp quality assurance gatessubagentEngineeringL3
td-qa · Find boundary bugs (schema↔CLI↔docs mismatches) before release
Release and deploy tdmcp versionssubagentEngineeringL3
td-releaser · Automate release workflow while respecting hard git safety on shared branches
Survey tdmcp feature opportunitiessubagentEngineeringL2
td-surveyor · Find gaps on one surface without cross-contaminating scope with other surveyors
Synthesize tdmcp feature backlogsubagentEngineeringL2
td-synthesizer · Find gaps on one surface without cross-contaminating scope with other surveyors
Plan and execute tdmcp feature campaignssubagentEngineeringL3
tdmcp-backlog-planner · Find gaps on one surface without cross-contaminating scope with other surveyors
Build tdmcp TouchDesigner bridge featuressubagentEngineeringL3
tdmcp-bridge-engineer · Find gaps on one surface without cross-contaminating scope with other surveyors
Orchestrate tdmcp test coverage wavessubagentEngineeringL3
tdmcp-coverage-lead · Find gaps on one surface without cross-contaminating scope with other surveyors
Verify tdmcp coverage improvementssubagentEngineeringL2
tdmcp-coverage-qa · after coverage writers finish
Write focused tdmcp unit testssubagentEngineeringL2
tdmcp-coverage-writer · inside a coverage wave after tdmcp-coverage-lead assigns a specific seam
Lead tdmcp feature build wavessubagentEngineeringL3
tdmcp-feature-lead · for building any batch of new tdmcp tools (e
Build individual tdmcp toolssubagentEngineeringL2
tdmcp-tool-builder · for implementing a single new tdmcp tool to a precise spec
Identify and prioritize dead codesubagentEngineeringL2
drastic-paladin · this skill for deletion/governance passes over dead code, residue, and stale surfaces
Debug MCP Bridge configuration issuessubagentEngineeringL2
mcp-bridge-expert · the mcp-bridge-expert agent to help diagnose this connection issue
Keep LLM pricing data currentsubagentEngineeringL2
pricing-updater · this agent to update LLM pricing data in the default-pricing
Test and validate LLM providerssubagentEngineeringL2
provider-tester · this agent when you need to test, debug, or validate LLM provider configurations
Review MCP tool implementationssubagentEngineeringL2
tool-reviewer · this agent when you need to review MCP tool implementations for correctness, adherence to patterns, and best practices
Write deterministic playwright testssubagentEngineeringL2
qa · is almost always a single shared issue
Build Lua and Neovim pluginssubagentEngineeringL2
lua · for ANY task involving lua/kubectl/, Neovim API, resource views, keybindings, or plugin code
Open dataset onboarding pull requestssubagentEngineeringL2
pr · When you need pr functionality for your workflow
Drive Elixir features through testssubagentEngineeringL2
tdd · when driving new context functions, LiveViews, or Oban workers through tests
Conduct deterministic simulation testingsubagentEngineeringL3
dst · your training knowledge for the general concepts;
Build and manage CLI commandssubagentEngineeringL2
cli · `commander` for CLI framework — no custom arg parsing
Create test plans and validate featuressubagentEngineeringProductL2
qa · hen convenient |
Debug and optimize CI/CD pipelinessubagentEngineeringL3
ci · this agent for CI/CD pipeline work: debugging failed workflows, optimizing build times, updating GitHub Actions, managing Docker builds, and deployment configur...
Run automated regression testssubagentEngineeringProductL2
qc · the `find` Chrome MCP tool to locate elements by:
Ship features end-to-end with automationsubagentEngineeringL4
ship · when you want to ship the next task end-to-end with no manual intervention
Manage GitHub workflows and PR reviewssubagentEngineeringL2
gh · GitHub workflows that need exact gh invocations with --json scripting over GUI interactions.
Manage fleet hardware and servicessubagentOpsEngineeringL4
IT · Infrastructure operations that are pre-authorized by IT-ops markers and need measurable output evidence.
Manage backlog and acceptance criteriasubagentProductEngineeringL2
product-owner · Agile teams that need rigorous backlog discipline with testable acceptance criteria and epic-to-task traceability.
Extract and process PDF documentssubagentOpsEngineeringL2
pdf · Document processing pipelines that need both text-based and image-based PDF content extraction with confidence scoring.
Generate Model Context Protocol serverssubagentEngineeringL3
mcp · Exposing database collections and custom functions to Claude/LLMs via the Model Context Protocol with schema-driven validation.
Validate and safely push codesubagentEngineeringL2
git · Safety gates that prevent commits until preconditions (test pass, scope complete) are verified.