The library

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

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Create executable phase plans with task breakdownsubagentOpsL2
gsd-planner · Turning approved plans into detailed specifications.
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Verify code ready for push and mergesubagentEngineeringL2
pr-preflight · Applying deep expertise to a focused scope.
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Audit OAuth security in vestibulesubagentEngineeringL2
oauth-security-reviewer · Finding domain-specific issues in technical reviews.
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Fix Flutter build and analyze errorssubagentEngineeringL2
flutter-build-fixer · Applying deep expertise to a focused scope.
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Validate tier implementations against contractssubagentEngineeringL2
spec-reviewer · Finding domain-specific issues in technical reviews.
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Review production CLI and git codesubagentEngineeringL1
code-reviewer · Catching Rust safety bugs in compiler code reviews without full AST context.
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Test Trustify performance and scalesubagentEngineeringL3
trustify-perf · Applying deep expertise to a focused scope.
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Build Super STT COSMIC desktop featuressubagentEngineeringL3
cosmic-app-architect · Turning approved plans into precise specs before dev teams start coding.
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Create project roadmaps with phasessubagentProductOpsL2
gsd-roadmapper · mapping requirements into executable phases with observable success criteria
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Approve and deploy code changessubagentOpsEngineeringL2
ship-agent · deploying features to staging automatically and requesting approval for production
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Test gcx parser against real repossubagentEngineeringL3
gcx-lang-tester · validating parser changes and compiler correctness across multiple languages
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Validate bot branch before mergesubagentEngineeringL2
integrate-gater · validating code changes before merge (TypeScript, linting, unit tests)
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Review Rust code and ownership patternssubagentEngineeringL1
rust-specialist · reviewing Rust code for memory safety, ownership patterns, and async correctness
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Implement generation battle mechanicssubagentEngineeringL2
gen-implementer · implementing Pokemon battle mechanics for new game generations
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Evaluate and improve resumesubagentHRL1
resume-evaluator · strengthening resume impact and passing recruiter scan tests
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Verify phase plans achieve goalssubagentOpsL2
gsd-plan-checker · catching plans that look complete but won't actually achieve phase goals
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Build React components and UI testssubagentEngineeringL2
frontend-builder · building React UI following approved designs and locked API contracts
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Research technology best practicessubagentEngineeringL1
tapps-researcher · researching framework documentation and domain best practices
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Manage project-scoped subagentssubagentOpsL2
README · coordinating parallel frontend, auth, and design work on the same feature
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Implement features test-firstsubagentEngineeringL2
manager-tdd · building new features incrementally with tests proving each step
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Audit application security changessubagentEngineeringL2
security-reviewer · catching multi-tenant isolation bugs and credential-handling vulnerabilities
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Review code against MIAGE criteriasubagentEngineeringL1
code-reviewer-ter · finding correctness bugs and design improvements before code review
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Verify chart visuals across scenariossubagentEngineeringL2
chart-qa-verifier · validating dashboard visualizations match requirements and data integrity
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Audit BountyStrike security defectssubagentEngineeringL2
security-reviewer · auditing security policies for credential handling and secrets rotation
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Execute Opening Range Breakout spreadssubagentFinanceL3
pro-orb · refining product narrative and pitch positioning
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Build decision models and run simulationssubagentOpsProductL3
modeler · capturing and validating system architecture and design decisions
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Develop Dingo language featuressubagentEngineeringL3
golang-developer · implementing Go microservices with idiomatic patterns
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Audit framework reuse opportunitiessubagentEngineeringL2
zipline-researcher · integrating Zipline data pipeline and execution framework
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Classify procedural content generation queriessubagentL1
procgen-classifier · Distinguishing procedural generation questions from general graphics/ML queries before dispatching to specialized PCG agent
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Design real-time event architecturessubagentEngineeringL3
realtime-architect · Architecting presence systems and collaborative editing when latency < 5s and horizontal scaling needed
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Review Python code style and idiomssubagentEngineeringL2
deep-review-python · Anchoring Python style findings in public PEPs (8/20/257) during code review
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Verify RFC and ADR compliancesubagentEngineeringL2
compliance-checker · Catching semantic spec violations—code that references a clause but violates its intent
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Generate JSON Schema definitionssubagentEngineeringL2
fd-json-schema-gen · Catching API contract bugs where generated schema rejects valid v2 payloads or accepts malformed v1
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Diagnose and fix complex bugssubagentEngineeringL3
debugger · Production incidents or complex bugs where root cause is unclear and multi-hypothesis investigation needed
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Resolve review tickets and regressionssubagentEngineeringL3
reviewer · Narrowly scoped second pass after fixes when prior review evidence exists
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Build drug-claim knowledge graphssubagentEngineeringDataL3
kg-agent · Knowledge graph construction from domain-specific structured data when precision is measurable
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Discover and rank data sourcessubagentDataProductL2
explorer · Starting a research project when you need to know what data exists and how hard it is to access
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Conduct peer-reviewed literature surveyssubagentDataProductL3
academic-researcher · Literature assembly when you need verifiable, locally-cached citations with evidence of download success
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Audit dependencies and licensessubagentEngineeringL2
qa-dependency-audit · Pre-deployment QA when you need a single report combining vulnerabilities, outdated packages, and strictness findings
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Review Release Please version bumpssubagentEngineeringL2
release-pr-reviewer · Gate releases when version consistency across files and changelog completeness must be verified
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Build 3D mapping UI with WebSocketssubagentEngineeringProductL3
frontend-3d-builder · Building browser-based 3D visualizations when performance budget is tight and delivery is web-only
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Enforce supply chain dependency rulessubagentEngineeringL2
auditor-supplychain · Periodic supply chain reviews when vendor compliance and risk must be assessed systematically
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Validate agent cell configurationsubagentEngineeringL2
cell-config-auditor · Configuration validation when cells have interdependencies and schema alone is insufficient
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Review alert rule semanticssubagentOpsProductL3
alert-engine-expert · Setting up production monitoring when alerts must minimize noise while catching real incidents
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Design features before implementationsubagentEngineeringProductL2
architect · Major system design when scale, latency, and reliability must be balanced against cost and complexity
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Evaluate technologies and frameworkssubagentEngineeringProductL2
tech-stack-evaluator · Making technology choices when multiple viable stacks exist and risk/learning time must be weighed
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Find and fix stale documentationsubagentEngineeringL2
documentation · Creating maintainable documentation when API stability is high and examples must stay in sync with code
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Run full pre-commit checkssubagentEngineeringL2
pre-commit · Preventing common errors (linting, format, secrets) from entering main branch when consistency is valued
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Create reusable Claude Code skillssubagentEngineeringL3
voyager-skill-creator · Automating multi-step recurring workflows without writing shell scripts directly
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Audit code performance defectssubagentEngineeringL1
performance · Catching O(n²) loops, N+1 queries, and async-blocking patterns that pass tests but fail in production
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