cyberneticlibrary

The library

Everything we index — ranked by what works, never by stars.

ArtifactsCapabilitiesRecipes
kindallskillworkflowmcp_servercommandsubagentplugin|✓ proven✗ harmfulmeasured only377 artifacts
forSalesMarketingHRFinanceLegalOpsProductEngineeringDataProductivitySupportsetup≤ plug & play≤ + a key≤ multi-tool
WORKS 58
Review code before completionsubagentEngineeringL3
code-reviewer · Structured peer review of code changes before merge, catching bugs and style violations early
WORKS 48
Break down complex tasks and coordinate agentssubagentEngineeringL3
tech-lead · Complex features requiring coordination across data, model, and deployment teams.
WORKS 48
Design APIs, databases, and business logicsubagentEngineeringL3
backend-engineer · Building type-safe backend services with validated request/response contracts.
WORKS 48
Review code before completionsubagentEngineeringL3
code-reviewer · Catching bugs, security issues, and style violations before merge.
WORKS 48
Set up deployment and CI/CD pipelinessubagentEngineeringL3
devops-engineer · Building reproducible deployments with automated CI/CD pipelines.
WORKS 48
Build React components and UI pagessubagentEngineeringL3
frontend-engineer · Building accessible, type-safe frontend interfaces with server state management.
WORKS 48
Break down full-stack implementation taskssubagentEngineeringL3
tech-lead · Complex features requiring coordination across data, model, and deployment teams.
WORKS 48
Review code changes for correctnesssubagentEngineeringL2
code-reviewer · Catching bugs, security issues, and style violations before merge.
WORKS 48
Build iOS features end-to-endsubagentEngineeringL2
ios-engineer · Building production-quality iOS features with structured concurrency.
WORKS 48
Plan and coordinate complex featuressubagentEngineeringL2
tech-lead · Complex features requiring coordination across data, model, and deployment teams.
WORKS 48
Write and debug automated testssubagentEngineeringL2
test-engineer · Ensuring code correctness and preventing regressions via automated testing.
WORKS 48
Design polished custom UI componentssubagentEngineeringL1
ui-designer · Creating beautiful, accessible interfaces that meet design and usability standards.
WORKS 48
Verify documentation matches codesubagentEngineeringL1
doc-reviewer · Catching outdated or inaccurate documentation before publication.
WORKS 48
Configure recurring worker heartbeatssubagentEngineeringL2
heartbeat · Continuous health monitoring with rapid incident response.
WORKS 48
Audit test coverage before mergesubagentEngineeringL1
qa-reviewer · Validating user-facing features before production release.
WORKS 52
Audit code for security vulnerabilitiessubagentEngineeringL1
security-reviewer · Detecting OWASP Top 10 issues and enforcing secure-by-default patterns.
WORKS 48
Migrate bundle from legacy formatsubagentEngineeringL3
bundle-engineer · Reproducible, versioned distribution of reusable agent skills.
WORKS 48
Curate new prompt cookbook examplessubagentEngineeringL2
cookbook-curator · Curating discoverable, well-organized recipe collections by use case.
WORKS 48
Write prompt cookbook documentationsubagentEngineeringL1
cookbook-writer · Creating accessible, copy-paste-ready agent recipes with clear steps.
WORKS 48
Author submission documentationsubagentEngineeringL2
docs-author · Producing comprehensive, auto-generated API docs that stay in sync with code.
WORKS 48
Keep cookbook in sync across languagessubagentEngineeringL2
docs-cookbook-sync · Preventing drift between source code and documentation/recipes.
WORKS 48
Audit release state before updatessubagentEngineeringL3
docs-release-auditor · Establish truth about shipped vs planned features before docs edits
WORKS 48
Verify documentation consistencysubagentEngineeringL2
docs-roadmap-qa · Catch release/docs mismatches before they ship to users
WORKS 48
Integrate projection mapping featuressubagentEngineeringL3
interactive-projection-integrator · Prevent parallel-agent edit conflicts while wiring a single feature
WORKS 48
Coordinate projection mapping rolloutsubagentEngineeringL2
interactive-projection-lead · Decompose a hybrid physical+code feature into non-blocking waves
WORKS 48
Build TouchDesigner projection prototypesubagentEngineeringL3
interactive-projection-prototyper · Answer: does the visual feel alive on the wall, and can an operator calibrate it?
WORKS 48
Test projection mapping implementationsubagentEngineeringL2
interactive-projection-qa · Verify offline gates (schema/CLI/docs) before trusting live projection state
WORKS 48
Implement projection mapping toolsubagentEngineeringL2
interactive-projection-tool-builder · Implement in isolation so multiple builders can work in parallel without conflicts
WORKS 48
Update roadmap and release notessubagentEngineeringL1
roadmap-docs-editor · Keep public release wording honest and match verified shipped state
WORKS 48
Design submission architecturesubagentEngineeringL2
submission-architect · Avoid directory rejection by mapping every form field to a source before builders start
WORKS 48
Validate submission package completenesssubagentEngineeringL3
submission-qa · Catch form fields that are blank or stale before a human clicks Submit
WORKS 48
Design feature specs and wireframessubagentEngineeringL1
td-architect · Turn a vague idea into a spec multiple builders can implement in parallel
WORKS 48
Implement isolated tdmcp featuressubagentEngineeringL3
td-builder · Let multiple builders code in parallel without registry/CLI conflicts
WORKS 48
Integrate tdmcp builders into shared registriessubagentEngineeringL3
td-integrator · Guarantee registry/CLI/docs coherence when multiple features land together
WORKS 48
Run tdmcp quality assurance gatessubagentEngineeringL3
td-qa · Find boundary bugs (schema↔CLI↔docs mismatches) before release
WORKS 48
Release and deploy tdmcp versionssubagentEngineeringL3
td-releaser · Automate release workflow while respecting hard git safety on shared branches
WORKS 48
Survey tdmcp feature opportunitiessubagentEngineeringL2
td-surveyor · Find gaps on one surface without cross-contaminating scope with other surveyors
WORKS 48
Synthesize tdmcp feature backlogsubagentEngineeringL2
td-synthesizer · Find gaps on one surface without cross-contaminating scope with other surveyors
WORKS 48
Plan and execute tdmcp feature campaignssubagentEngineeringL3
tdmcp-backlog-planner · Find gaps on one surface without cross-contaminating scope with other surveyors
WORKS 48
Build tdmcp TouchDesigner bridge featuressubagentEngineeringL3
tdmcp-bridge-engineer · Find gaps on one surface without cross-contaminating scope with other surveyors
WORKS 48
Orchestrate tdmcp test coverage wavessubagentEngineeringL3
tdmcp-coverage-lead · Find gaps on one surface without cross-contaminating scope with other surveyors
WORKS 48
Verify tdmcp coverage improvementssubagentEngineeringL2
tdmcp-coverage-qa · after coverage writers finish
WORKS 48
Write focused tdmcp unit testssubagentEngineeringL2
tdmcp-coverage-writer · inside a coverage wave after tdmcp-coverage-lead assigns a specific seam
WORKS 48
Lead tdmcp feature build wavessubagentEngineeringL3
tdmcp-feature-lead · for building any batch of new tdmcp tools (e
WORKS 48
Build individual tdmcp toolssubagentEngineeringL2
tdmcp-tool-builder · for implementing a single new tdmcp tool to a precise spec
WORKS 50
Identify and prioritize dead codesubagentEngineeringL2
drastic-paladin · this skill for deletion/governance passes over dead code, residue, and stale surfaces
WORKS 48
Debug MCP Bridge configuration issuessubagentEngineeringL2
mcp-bridge-expert · the mcp-bridge-expert agent to help diagnose this connection issue
WORKS 48
Keep LLM pricing data currentsubagentEngineeringL2
pricing-updater · this agent to update LLM pricing data in the default-pricing
WORKS 48
Test and validate LLM providerssubagentEngineeringL2
provider-tester · this agent when you need to test, debug, or validate LLM provider configurations
WORKS 48
Review MCP tool implementationssubagentEngineeringL2
tool-reviewer · this agent when you need to review MCP tool implementations for correctness, adherence to patterns, and best practices
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