The library

qa-dependency-audit · Pre-deployment QA when you need a single report combining vulnerabilities, outdated packages, and strictness findings

release-pr-reviewer · Gate releases when version consistency across files and changelog completeness must be verified

auditor-supplychain · Periodic supply chain reviews when vendor compliance and risk must be assessed systematically

cell-config-auditor · Configuration validation when cells have interdependencies and schema alone is insufficient

architect · Major system design when scale, latency, and reliability must be balanced against cost and complexity

tech-stack-evaluator · Making technology choices when multiple viable stacks exist and risk/learning time must be weighed

documentation · Creating maintainable documentation when API stability is high and examples must stay in sync with code

pre-commit · Preventing common errors (linting, format, secrets) from entering main branch when consistency is valued

performance · Catching O(n²) loops, N+1 queries, and async-blocking patterns that pass tests but fail in production

zzaia-meta-agent · Creating new specialized agents without manually writing configuration boilerplate

spec-naming-validator · Enforcing consistent BDD-style test naming across multi-component C# test suites

gsd-domain-researcher · Surfacing what actual practitioners care about before turning eval criteria into measurable rubrics

industrial-specialist · Coordinating industrial MEP and material-handling design in large warehouse/manufacturing projects

fd-prompt-engineering · Catching ambiguous instructions that will cause agents to behave unexpectedly in production

site-keeper · Proactive nightly health checks that catch errors before incidents vs. reactive on-call firefighting

bug-auditor · Systematic bug hunt across a codebase before major releases

sv-security-reviewer · Pre-merge security gate for open-source projects shipping to app stores

prd-feature · Keeping PRD documentation synchronized with active development

heady-observer · Monitoring multi-agent workflows for drift or unexpected behavior changes

codebase-analyst · Onboarding to unfamiliar codebases or assessing code health before major refactors

business-analyst · Translating technical decisions into business language for non-technical stakeholders

gitnexus-security-boundary-reviewer · Enforcing security boundaries in microservice or plugin architectures

agent-creator · Bootstrapping Agency Swarm v1.0.0 projects with standard folder layouts

golang-tester · Creating balanced test coverage for transpilers and language features

oss-hypothesis-former-agent · Analyzing collected security incident evidence to form testable hypotheses

translator · Synchronizing gettext locale files across languages with consistency checks

beutl-spec-explorer · Extracting relevant spec sections before implementing new features

code-reviewer · Senior review of PRs catching bugs, style, and architecture issues before merge

metadata-checker · Ensuring UBERON term metadata includes proper creator attribution and citations

bridge-audit · Verifying every JS method has matching iOS and Android implementations

slash-command-finder · Mining conversation history to find candidate slash commands

blog-post-reviewer · Ensuring UBERON term metadata includes proper creator attribution and citations

reviewing-current-branch · Senior review of PRs catching bugs, style, and architecture issues before merge

build-quality-guardian · Catching regressions in bundle size, performance, or test coverage

changelog-generator-slim · Creating brief, technical changelog summaries from git commits

component-developer · Building standardized components following design patterns

queue-specialist · Extracting relevant spec sections before implementing new features

extract-analyze-compute · Multi-stage data pipeline with extraction, transformation, and aggregation

refactoring-planner · Systematic refactoring with minimal behavior change and high test coverage

review-generator · After code implementation to document changes, verify tasks completed, and create reviewer checklists

dng-exif-expert · When debugging DNG file compatibility, parsing camera raw metadata, or implementing DNG spec compliance

pr-code-reviewer · When PRs expand tool scope or introduce significant design changes requiring design rationale

ioc-processor · When managing cyber threat intelligence lifecycle from raw indicators to exportable intelligence

annotation-model-reviewer · When validating annotation lifecycle correctness, origin tagging, and ADR-027 compliance

docs-reviewer · When checking changelog, handoff, tracker, and cross-document consistency for PR reviews

coder-tech-writer · When features are complete and need clear, developer-actionable documentation

core-agent · When building hexagonal architecture with domain-driven design principles

flutter-reviewer · When validating Flutter widgets use modern key passing, typedefs, and switch expressions

coverage-analyzer · When enforcing coverage targets across domain, logic, and implementation layers

developer-reviewer · When verifying domain-driven design boundaries are respected in Go codebases