The library

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

backend-dev · Rapid backend implementation with persistent context to avoid repeating work across sessions

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

eleventy-webc-migrator · Scaling Eleventy sites with modern component scoping and asset bundling

fastapi-backend-expert · Rapid FastAPI backend development with multi-model fallback and user-provided API key management

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

swarm-pr · Parallel specialist reviews (security, perf, correctness) in one coordinated workflow

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

platform-backend-expert · Building multi-tenant SaaS platforms with complex backend orchestration

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

build-validator · Executing build, tests, format checks, and e2e scripts in one pass

leader · Coordinating multi-agent workflows without implementing directly

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

orquestra-tx-builder · When all Solana program accounts and arguments are determined and final transaction bytes are needed before signing

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

deploy-agent · When rolling out driver updates to NVIDIA Jetson devices with automatic reboot and validation

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