The library

analytics-observability · Real-time observability of bot health, performance, and business metrics.

security-reviewer · Pre-deployment security hardening of LLM-powered Python tools.

council-ux-critic · Continuous UX debt detection without designer overhead.

vault-code-health · CI/CD gates to enforce vault code quality baselines.

auditor · Keeping spec and doc repositories consistent during rapid growth.

monitor · Real-time on-call alerting with context-aware thresholds.

planner · Breaking down large features without middle-manager overhead.

expo-config-resolver · Multi-platform React Native builds with config inheritance.

perf-optimizer · Turning performance insights into specific, measurable improvements.

ci-triage-engineer · Reducing CI toil and keeping developers in flow state.

security · Automated security gates that don't slow down legitimate deployments.

pr-agent · Scaling code review to multiple repos without bottlenecks.

security · Finding security vulnerabilities faster than manual code review.

debugger · Root-causing errors in unfamiliar codebases with structured investigation.

database · Crafting zero-downtime migrations and optimizing query patterns.

overlord · Detecting cross-repo governance drift in continuous integration.

devils-advocate · Stress-testing architecture before shipping to find edge cases.

database-specialist · Crafting zero-downtime migrations and optimizing query patterns.

firestore-validator · Enforcing field naming consistency across Firestore and frontend.

archon-rag-engineer · Building RAG context that lets agents understand large codebases.

wolverine · Shipping focused implementation tasks with TDD discipline.

qa-runner · Detecting flaky tests and getting consistent multi-platform results.

v1-expert · Solving v1-expert-specific problems that require domain expertise.

zendesk-help-center-researcher · Solving zendesk-help-center-researcher-specific problems that require domain expertise.

lambda-builder · Creating reusable component specs without writing React code.

database-admin · Crafting zero-downtime migrations and optimizing query patterns.

ui-builder · Creating reusable component specs without writing React code.

devops · Setting up repeatable, idempotent dev environments with smoke-test CI validation.

gsd-codebase-mapper · Documenting codebase structure and patterns to guide future implementations.

pr-cleanup-reviewer · Addressing test failures and reviewer feedback systematically with detailed GitHub updates.

code-reviewer · Enforcing project-specific code standards across all PR changes.

quality-inspector · Finding runtime defects and standards violations in frontend PRs.

conventional-commit-writer · Generating precise conventional commit messages that document intent correctly.

ripdpi-vault-sync · Keeping documentation wikis in sync with codebase changes automatically.

behaviortree-reviewer · Auditing BehaviorTree.CPP nodes for non-blocking ticks and correct base-class choice.

tester · Writing and running isolated unit tests with mocked dependencies.

prompt-writer · Creating structured feature prompts with GitHub issue integration for dev workflows.

dayz-mod-reviewer · Providing subagent-level automation for dayz mod reviewer tasks.

planner · Providing subagent-level automation for planner tasks.

aether-probe · Providing subagent-level automation for aether probe tasks.

code-review-part-4-three-state-verification-phase · Providing subagent-level automation for code review part 4 three state verification phase tasks.

feature-implementation · Providing subagent-level automation for feature implementation tasks.

trellis-check · Providing subagent-level automation for trellis check tasks.

examples · Providing subagent-level automation for examples tasks.

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 · 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.

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.

dev-plugin · When implementing a new backend plugin (WebDAV, S3, CephFS) that must conform to StorageBackend interface and pass deterministic gap-analysis checks.

devops · When moving from Docker Compose dev environment to production Kubernetes, setting up liveness/readiness probes and external secrets.

review-agent · Before merging, when you need a senior engineer review catching correctness bugs, security issues, and maintainability problems.