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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Build React components and pagessubagentEngineeringL2
ui-builder · Creating reusable component specs without writing React code.
Extract short-form video momentssubagentMarketingL2
clip-agent · Solving clip-agent-specific problems that require domain expertise.
Audit iPad-first user experiencesubagentProductL2
ux-auditor · Ensuring responsive iPad-first layouts with compliant gestures and no modals before ship.
Analyze codebase structure and qualitysubagentEngineeringL2
gsd-codebase-mapper · Documenting codebase structure and patterns to guide future implementations.
Review and improve pull requestssubagentEngineeringL2
pr-cleanup-reviewer · Addressing test failures and reviewer feedback systematically with detailed GitHub updates.
Audit design system compliancesubagentProductL2
uiux-designer · Catching spacing, hierarchy, and interaction issues in PWA UIs before launch.
Review code against project rulessubagentEngineeringL1
code-reviewer · Enforcing project-specific code standards across all PR changes.
Review code for defects and correctnesssubagentEngineeringL1
quality-inspector · Finding runtime defects and standards violations in frontend PRs.
Write conventional commit messagessubagentEngineeringL1
conventional-commit-writer · Generating precise conventional commit messages that document intent correctly.
Sync RIPDPI codebase findings to vaultsubagentEngineeringL2
ripdpi-vault-sync · Keeping documentation wikis in sync with codebase changes automatically.
Review BehaviorTree node implementationssubagentEngineeringL2
behaviortree-reviewer · Auditing BehaviorTree.CPP nodes for non-blocking ticks and correct base-class choice.
Write and run tests for sigclisubagentEngineeringL2
tester · Writing and running isolated unit tests with mocked dependencies.
Create structured development workflow promptssubagentEngineeringL2
prompt-writer · Creating structured feature prompts with GitHub issue integration for dev workflows.
Audit DayZ mods for compliancesubagentEngineeringL2
dayz-mod-reviewer · Providing subagent-level automation for dayz mod reviewer tasks.
Create development project planssubagentEngineeringL2
planner · Providing subagent-level automation for planner tasks.
Generate tests and analyze coverage gapssubagentEngineeringL2
aether-probe · Providing subagent-level automation for aether probe tasks.
Verify code review findingssubagentEngineeringL2
code-review-part-4-three-state-verification-phase · Providing subagent-level automation for code review part 4 three state verification phase tasks.
Implement gloggur featuressubagentEngineeringL2
feature-implementation · Providing subagent-level automation for feature implementation tasks.
Check code quality against specificationssubagentEngineeringL1
trellis-check · Providing subagent-level automation for trellis check tasks.
Access code examples librarysubagentEngineeringL1
examples · Providing subagent-level automation for examples tasks.
Coordinate with Cass directlysubagentOpsL2
cass-chat · When an AI Daemon needs real-time debugging, testing, or relationship-building with Cass beyond document-based coordination.
Audit Akeneo API client coveragesubagentEngineeringL2
akeneo-api-auditor · When you need to sync a TypeScript Akeneo client with the official REST API spec, finding missing endpoints and type mismatches before implementation.
QA test freediving Garmin appssubagentEngineeringL2
qa · When releasing a freediving feature (timer, cues, pause/resume) and you need risk-based verification that state machine is sound and edge cases are covered.
Review code before pull requestsubagentEngineeringL1
code-reviewer · Before submitting GitHub PRs, when you need to catch semantic bugs (wrong values passed, wrong recipient, stale captures) that diff-only reviews miss.
Catch bugs and security issues in codesubagentEngineeringL1
review-agent · Before merging, when you need a senior engineer review catching correctness bugs, security issues, and maintainability problems.
Verify implementation against specificationsubagentEngineeringL2
writ-spec-reviewer · Runs BEFORE code-quality review per plan Section 7.1 — when you need spec compliance verification in isolation.
Scan code for specific review focus areassubagentEngineeringL1
review-scan · Launch multiple in parallel (one per focus area), then pass all results to review-fix — depth over breadth in each area.
Convert specifications into project taskssubagentOpsProductL2
Senior Project Manager · When you have a spec and need to break it into 30-60 minute developer tasks with exact file lists and acceptance criteria.
Write and validate test suitessubagentEngineeringL2
worker-tester · When you need TDD validation: write tests that match spec, then verify implementation passes them.
Refactor code safely with testssubagentEngineeringL2
tdd-refactorer · When improving code quality through structured red-green-refactor cycles with strong test guards.
Audit claims against authoritiessubagentL2
verifier · When you need to audit a set of claims against official authorities with structured taxonomy output.
Review code for security riskssubagentEngineeringL2
security-auditor · When you need adversarial security assessment of auth, routing, input handling, and data flow in a production codebase.
Shape projects using ShapeUpsubagentOpsProductL2
shapeup · When you need to create well-shaped pitches with appetite, risk, and scope for cycle planning.
Test REST APIs in DockersubagentEngineeringL2
rest-api-docker-tester · When you need to verify REST API endpoints work correctly inside Docker with custom port configuration.
Implement Java code changessubagentEngineeringL2
engineer · When you have a detailed plan and need to implement code changes step-by-step with validation at each stage.
Debug backend API serversubagentEngineeringL2
backend-5010-debug · When backend API is down or misbehaving and you need rapid diagnosis across logs, containers, and service state.
Review code before commitssubagentEngineeringL2
code-review-expert · When you need mandatory code review before commit, catching security, type hints, and architecture violations.
Implement domain modelssubagentEngineeringL2
domain-implementer · When you need to implement domain models and abstract ports in isolation from infrastructure.
Audit curriculum concept cardssubagentProductL2
curriculum-auditor · When you need to audit learning outcomes, course structure, and pedagogy against best practices.
Frame change proposals clearlysubagentL1
proposer · When you need to draft ShapeUp pitches or evaluate project proposals for scope and risk.
Review code changes before commitsubagentEngineeringL2
git-change-analyzer · When you need to analyze code changes across commits for impact, risk, and refactoring opportunities.
Audit Go backend code qualitysubagentEngineeringL2
go-backend-reviewer · When you need to write tests-first backend endpoints with authentication, database operations, and middleware integration.
Evaluate product user experiencesubagentProductL2
product-ux-examiner · When you need to evaluate product design, UX patterns, and UI against usability and brand guidelines.
Run local test validation suitesubagentEngineeringL2
ci-runner · Running full CI validation suite in order and stopping on first failure.
Optimize images for web performancesubagentEngineeringProductL2
imagemagick · Batch-optimizing images to modern formats with responsive sizing for Core Web Vitals.
Translate Dart patterns to C#subagentEngineeringL2
dart-mapping-advisor · Specialized subagent work that requires domain expertise and isolated context.
Query knowledge base with citationssubagentL2
wiki-query · Specialized subagent work that requires domain expertise and isolated context.
Optimize mobile user interactionssubagentProductL2
vibe-alpha · Specialized subagent work that requires domain expertise and isolated context.
Control merges into main branchsubagentEngineeringOpsL2
merge-gate · Specialized subagent work that requires domain expertise and isolated context.
Review operations and deploymentsubagentOpsL2
ops-review · Specialized subagent work that requires domain expertise and isolated context.