The library

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

untested
Manage translation localessubagentMarketingL2
translator · Synchronizing gettext locale files across languages with consistency checks
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Explore Beutl specification detailssubagentProductL1
beutl-spec-explorer · Extracting relevant spec sections before implementing new features
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Review code for bugs and qualitysubagentEngineeringL2
code-reviewer · Senior review of PRs catching bugs, style, and architecture issues before merge
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Validate ontology metadata compliancesubagentDataL2
metadata-checker · Ensuring UBERON term metadata includes proper creator attribution and citations
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Audit cross-platform API consistencysubagentEngineeringL2
bridge-audit · Verifying every JS method has matching iOS and Android implementations
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Run full build and test suitesubagentEngineeringL3
build-validator · Executing build, tests, format checks, and e2e scripts in one pass
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Orchestrate multi-agent work delegationsubagentOpsL3
leader · Coordinating multi-agent workflows without implementing directly
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Find automation opportunities in workflowssubagentOpsL1
slash-command-finder · Mining conversation history to find candidate slash commands
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Review blog posts for quality and reachsubagentMarketingL1
blog-post-reviewer · Ensuring UBERON term metadata includes proper creator attribution and citations
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Review code quality and test coveragesubagentEngineeringL2
reviewing-current-branch · Senior review of PRs catching bugs, style, and architecture issues before merge
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Verify build size and performancesubagentEngineeringL2
build-quality-guardian · Catching regressions in bundle size, performance, or test coverage
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Generate changelog from build artifactssubagentEngineeringL2
changelog-generator-slim · Creating brief, technical changelog summaries from git commits
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Implement UI components from specssubagentEngineeringL2
component-developer · Building standardized components following design patterns
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Manage Redis queue workers and jobssubagentEngineeringL2
queue-specialist · Extracting relevant spec sections before implementing new features
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Extract and analyze PR changessubagentEngineeringL2
extract-analyze-compute · Multi-stage data pipeline with extraction, transformation, and aggregation
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Plan refactoring with risk mitigationsubagentEngineeringL1
refactoring-planner · Systematic refactoring with minimal behavior change and high test coverage
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Build unsigned Solana transactionssubagentEngineeringL3
orquestra-tx-builder · When all Solana program accounts and arguments are determined and final transaction bytes are needed before signing
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Generate code review documentationsubagentEngineeringL2
review-generator · After code implementation to document changes, verify tasks completed, and create reviewer checklists
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Parse and manage DNG photo metadatasubagentEngineeringL2
dng-exif-expert · When debugging DNG file compatibility, parsing camera raw metadata, or implementing DNG spec compliance
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Analyze code logic in pull requestssubagentEngineeringL2
pr-code-reviewer · When PRs expand tool scope or introduce significant design changes requiring design rationale
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Process and export security indicatorssubagentLegalL2
ioc-processor · When managing cyber threat intelligence lifecycle from raw indicators to exportable intelligence
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Review annotation state transitionssubagentEngineeringL2
annotation-model-reviewer · When validating annotation lifecycle correctness, origin tagging, and ADR-027 compliance
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Audit documentation and consistencysubagentEngineeringL2
docs-reviewer · When checking changelog, handoff, tracker, and cross-document consistency for PR reviews
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Deploy driver to Jetson devicessubagentOpsL3
deploy-agent · When rolling out driver updates to NVIDIA Jetson devices with automatic reboot and validation
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Write API docs and runbookssubagentEngineeringL1
coder-tech-writer · When features are complete and need clear, developer-actionable documentation
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Manage shared domain logic and portssubagentEngineeringL2
core-agent · When building hexagonal architecture with domain-driven design principles
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Review Flutter package codesubagentEngineeringL2
flutter-reviewer · When validating Flutter widgets use modern key passing, typedefs, and switch expressions
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Validate test coverage by architecture layersubagentEngineeringL2
coverage-analyzer · When enforcing coverage targets across domain, logic, and implementation layers
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Review Go code for DDD violationssubagentEngineeringL2
developer-reviewer · When verifying domain-driven design boundaries are respected in Go codebases
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Build typing game with progress trackingsubagentProductL3
typing-engine · When implementing keyboard input handling, WPM calculation, and learning progress
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Query SwarmKit design documentationsubagentEngineeringProductL1
design-lookup · When developers need design system documentation and component specs from Figma
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Validate story file format and structuresubagentEngineeringL1
story-self-validator · When ensuring story documents meet format requirements and epic fidelity
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Generate skill documentation and examplessubagentEngineeringL1
skill-documenter-agent · When skills are ready to be documented for user adoption
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Ensure UI parity across game editorssubagentProductL2
editor-ux-parity · When implementing editor hotkeys and ensuring consistency across input methods
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Write unit and E2E tests proactivelysubagentEngineeringL2
testing · When testing specialized domain functionality
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Triage GitHub Copilot review suggestionssubagentEngineeringL1
copilot-triage · When managing Copilot instruction bugs and architectural concerns
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Auto-fix Rails linting and security issuessubagentEngineeringL2
rails-lint · When you need Rails-specific style enforcement and security scanning faster than manual review.
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Validate Helm chart before deploymentsubagentOpsL2
helm-tester · When validating Helm chart changes against multiple deployment scenarios before production.
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Train ML models for satellite imagerysubagentEngineeringL4
ml-engineer · When designing multi-architecture ML pipelines with LoRA fine-tuning on H100 GPUs.
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Update docs to match code changessubagentEngineeringL1
update-docs · When code changes require synchronized documentation updates across the codebase.
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Design database schemas and queriessubagentEngineeringL2
db-architect · When designing PostgreSQL schemas with normalization trade-offs and index optimization.
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Review code style and namingsubagentEngineeringL1
review-style · When evaluating code clarity and idioms before merging pull requests.
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Evaluate design against UX heuristicssubagentProductL1
ux · When validating rendered UI against design specs and accessibility standards.
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Validate PR review commentssubagentEngineeringL2
pr-review-analyst · When evaluating automated code review comments for correctness using full codebase context.
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Profile CLI latency against budgetssubagentEngineeringL3
perf-analyzer · When benchmarking CLI latency against SLA budgets and identifying hot methods.
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Polish visual and copy aestheticssubagentProductL1
theme-stylist · When applying visual theming and brand copy consistently across the CLI.
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Audit fraud dataset for qualitysubagentDataL1
fraud-quality · When detecting data quality issues and leakage patterns in fraud datasets.
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Validate portfolio calculationssubagentFinanceL2
finance-expert · When validating multi-currency portfolio calculations and döviz kuru conversions.
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Implement specific pipeline filessubagentEngineeringL2
build-agent-46 · When validating rendered UI against design specs and accessibility standards.
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Validate UI against design specssubagentProductL2
ux-ui-reviewer · When validating rendered UI against design specs and accessibility standards.
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