cyberneticlibrary

The library

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

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doc-reviewer · Catching outdated or inaccurate documentation before publication.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
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
Verify documentation consistencysubagentEngineeringL2
docs-roadmap-qa · Catch release/docs mismatches before they ship to users
WORKS 48
Coordinate projection mapping rolloutsubagentEngineeringL2
interactive-projection-lead · Decompose a hybrid physical+code feature into non-blocking waves
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
Design feature specs and wireframessubagentEngineeringL1
td-architect · Turn a vague idea into a spec multiple builders can implement in parallel
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
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
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
WORKS 48
Write deterministic playwright testssubagentEngineeringL2
qa · is almost always a single shared issue
WORKS 48
Build Lua and Neovim pluginssubagentEngineeringL2
lua · for ANY task involving lua/kubectl/, Neovim API, resource views, keybindings, or plugin code
WORKS 48
Open dataset onboarding pull requestssubagentEngineeringL2
pr · When you need pr functionality for your workflow
WORKS 48
Drive Elixir features through testssubagentEngineeringL2
tdd · when driving new context functions, LiveViews, or Oban workers through tests
WORKS 48
Refresh and compress memory filessubagentL1
mb · only Claude Code tools allowed by this subagent frontmatter
WORKS 48
Build and manage CLI commandssubagentEngineeringL2
cli · `commander` for CLI framework — no custom arg parsing
WORKS 53
Create test plans and validate featuressubagentEngineeringProductL2
qa · hen convenient |
WORKS 48
Run automated regression testssubagentEngineeringProductL2
qc · the `find` Chrome MCP tool to locate elements by:
WORKS 48
Manage GitHub workflows and PR reviewssubagentEngineeringL2
gh · GitHub workflows that need exact gh invocations with --json scripting over GUI interactions.
WORKS 56
Manage backlog and acceptance criteriasubagentProductEngineeringL2
product-owner · Agile teams that need rigorous backlog discipline with testable acceptance criteria and epic-to-task traceability.
WORKS 48
Extract and process PDF documentssubagentOpsEngineeringL2
pdf · Document processing pipelines that need both text-based and image-based PDF content extraction with confidence scoring.
WORKS 48
Validate and safely push codesubagentEngineeringL2
git · Safety gates that prevent commits until preconditions (test pass, scope complete) are verified.
WORKS 48
Align engineering with product roadmapsubagentProductEngineeringL2
tpo · Multi-service systems where a single change spans repos and requires coordinated rollout with rollback safety.
WORKS 48
Build React components and UI featuressubagentEngineeringProductL2
web · Frontend teams that enforce strict TypeScript and reuse Shadcn/Radix components with React Hook Form validation.
WORKS 48
Optimize game factory layouts and recipessubagentL1
ada · Satisfactory factory planning that needs exact recipes, ratios, and bottleneck analysis with current game state verification.
WORKS 48
Build Laravel backend componentssubagentEngineeringL2
L · Thai/multi-language Laravel teams that follow strict MVC patterns with Eloquent, Vanilla JS, and audit trails.
WORKS 48
Design and audit UI componentssubagentProductEngineeringL2
ui · Mobile UI teams building KMP apps with consistent Material3 design across Android/iOS.
WORKS 48
Document architectural decisionssubagentEngineeringL2
adr · Teams that need to track architectural decisions over time for onboarding, audits, and reversing decisions later.
WORKS 48
Run format, test, and build checkssubagentEngineeringL2
ci · Teams automating build, test, and deployment with matrix testing and multi-environment promotion gates.
WORKS 48
Design clean, scannable interfacessubagentProductEngineeringL2
ux · Digital products that prioritize user research and design validation before engineering investment.
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