The library

legal-writer · When an app with real payments needs privacy policy, T&C, and compliance documents for India (DPDP Act 2023, Razorpay, Play Store).

gsd-verifier · When a work phase is complete and must verify that the codebase actually delivers the phase goal, not just that tasks completed.

etudiant-cap · When user testing for a learning app needs honest, persona-grounded feedback from a learner perspective (mobile, stressed, budget-conscious) before shipping.

team-manager · When GitHub team onboarding and offboarding needs orchestration across team membership, repo permissions, and access synchronization for multiple repos.

Game Designer · When a multi-tenant SaaS product needs input validation at scale (schema definition, type safety, cross-field rules) without manual work per endpoint.

domain-reviewer · When a refactoring needs systematic validation that the code still compiles, passes tests, and maintains API contracts at scale across a large codebase.

ai-ml-specialist · When specialized expertise is needed for this task type.

dotnet-senior-developer · When a repository is missing standard files (LICENSE, .gitignore, .editorconfig) and needs bulk scaffolding with conventions.

aspnet-core-expert · When enterprise API gateway configuration needs review for correctness, security, and vendor best practices (authentication, throttling, compliance).

steve-klabnik · When Rust idiom enforcement and WASM safety verification prevent production bugs.

webgl-shader-specialist · When mobile-optimized shaders need mediump fallback and batching coordination.

todo-manager · When todos must cross-check against CURRENT state before worktree launch.

slash-command · When bot commands need structured scaffolding with admin restrictions and DB integration.

codebase-pattern-finder · When working code examples beat documentation for learning and copy-paste reuse.

education-expert · When certification must survive accreditation scrutiny and protocol-triggered recertification.

tdd-guide · When test-first discipline and 80%+ coverage must be enforced before merge.

validation-agent · When external AI second opinions pre-merge prevent groupthink and catch domain-specific risks.

backend-engineer · When backend API design, multi-tenant RLS, and payment integration need coordinated expertise.

team-lead · When multi-agent coordination needs deadlock protection and stall detection.

feature-lead · When feature boundaries must be crystal-clear across teams and changes need explicit discussion.

modules-backend-expert · When Clojure module boundaries need linter enforcement and depend on event decoupling.

trace-pipelines · When understanding end-to-end call chains with explicit intermediate data is critical.

pr-writer · When PR descriptions must follow exact format with test plan and Claude Code attribution.

vuln-scanner · When infrastructure-as-code must be scanned for compliance violations and CVE risks.

gitlab-ci-reviewer · When CI/CD must enforce security gates and prevent job bloat.

security-audit-analyzer · When audit findings must be ranked by actual business risk, not CVSS alone.

ci-agent · When CI gates must enforce coverage thresholds and prevent flaky test merges.

research · When research requires multi-source adversarial verification and cited evidence trails.

codex-coordinator · When multi-agent workflows require explicit state coordination and deadlock avoidance.

editor · Peer review pipelines where editorial judgment and referee diversity are critical.

integration-manager · Teams using both GitHub and Linear who need bidirectional sync.

gameplay-programmer · Game teams translating design specs into data-driven mechanics.

plan-review-specialist · Complex projects requiring simultaneous Product/Engineering/Design perspective.

script-framework-engine · RMM and infrastructure teams maintaining strict script compliance.

studio · PRD-driven teams designing UX flows for specific user journeys.

error-detective · DevOps teams investigating patterns across distributed system logs.

gsd-ai-researcher · Teams building AI systems who need framework-specific best practices.

builder · Multi-agent task workflows requiring atomic implementation with full traceability.

chainaware-rug-pull-detector · Investors screening DeFi contracts before deploying capital.

gsd-planner · Organizations running structured planning phases with lead/explorer/builder.

component-scaffold · Design systems automating component code generation from specifications.

gitops-review · Teams enforcing GitOps discipline across infrastructure repositories.

observability · Engineering teams needing integrated metrics, logs, and traces.

github-actions-specialist · DevOps engineers designing complex CI/CD workflows.

reviewer · Teams needing coordinated code reviews across Product/Engineering/Design.

backend-architect · Startups designing scalable multi-service backend systems.

workflow-orchestrator · Multi-agent systems requiring deadlock prevention and task routing.

docs · Teams automating living documentation from code and specifications.

AL Planning Subagent · Strategy teams planning long-term roadmaps and initiatives.

obs-driver · Debugging real-time bidirectional OBS control via physical X-Touch controller with multi-camera scene switching and transform caching.