53 Production-Ready Agents

AI Agents

Specialized AI assistants that automate specific development tasks. Each agent handles particular aspects of the software development lifecycle.

Agent Orchestration System Documentation

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Conductor-Orchestrated Workflow

The conductor agent orchestrates the entire development lifecycle with quality gates at every phase. This world-class orchestration solution coordinates 53+ specialized agents for comprehensive project delivery:

# Invoke the conductor agent explicitly:
"Use the conductor agent to build a user authentication system based on auth-brd.md"

# PARALLEL BACKGROUND AGENTS (run throughout execution):
# ├── guardrails    → Input/output validation, safety checks, halt before damage
# ├── tracer        → Execution capture for debugging and performance analysis
# ├── checkpoint    → State persistence for durable execution (resume from any point)
# └── confidence    → Uncertainty detection, request clarification for low-confidence decisions

═══════════════════════════════════════════════════════════════════════════
                    COMPREHENSIVE ORCHESTRATION WORKFLOW
═══════════════════════════════════════════════════════════════════════════

PHASE 0: PROJECT INITIALIZATION (new projects only)
├── project-setup → Create harness files, git, CI/CD
├── PM → Post-setup gate
└── Verify: feature_list.json, BRD-tracker.json, CLAUDE.md

PHASE 0.5: BROWNFIELD ANALYSIS (existing codebases)
├── analyze-codebase → Directory structure, file inventory, architecture diagrams
├── planner → Detailed implementation plan with confidence scoring
├── PM → Post-analysis gate
└── Verify: CODEBASE-ANALYSIS.md, implementation plan approved

PHASE 1: REQUIREMENTS & BRD EXTRACTION
├── research → Generate comprehensive BRD (uses Gemini for adversarial review)
├── ciso → Security review (OWASP/STRIDE/threat modeling)
├── PM → Pre-extraction gate
├── CRITIC → Post-CISO validation (BLOCKING)
├── conductor → Extract ALL requirements to BRD-tracker.json
├── PM → Post-BRD gate
└── CRITIC → Post-extraction validation (BLOCKING)

PHASE 2: ARCHITECTURE & SPECIFICATION
├── architect → Create /TODO specs, page inventory, link matrix
├── api-design → OpenAPI specs, GraphQL schemas, contract testing (Pact)
├── database → Schema design, migrations, index recommendations
├── planner → Detailed plans for complex specs (confidence scoring)
├── PM → Pre-implementation gate
├── CRITIC → Post-architect validation (BLOCKING)
├── qa → Create executable tests (testing-security-stack)
└── CRITIC → Post-QA validation (BLOCKING)

PHASE 2.5: VISUAL DESIGN (UI-heavy projects)
├── frontend-designer → Design tokens, component specs, all states
├── Verify: No generic AI aesthetics, WCAG AA compliance
└── Skip if: API-only or backend project

PHASE 3: IMPLEMENTATION LOOP (iterates until gates pass)
├── auto-code → Process TODO specs (NO placeholders allowed)
├── CISO → Security code review (BLOCKING - OWASP/SANS CWE/secrets)
├── PM → Mid-implementation check
├── [code-reviewer + qa + performance + compliance] → Parallel validation
├── PM → Loop-check gate (stuck detection, scope creep)
├── CRITIC → Post-implementation validation (BLOCKING)
├── bug-find → Systematic debugging when errors persist
├── refactor → Code quality improvements when technical debt detected
├── confidence → Validate complex decisions, request clarification if needed
└── [If issues] → Write fix specs → repeat loop

PHASE 3.5: CONTENT ACCURACY VERIFICATION
├── Verify: All claims accurate, no Lorem ipsum, no placeholder content
├── Legal: Privacy Policy, Terms of Service, Disclaimers
└── All contact info valid, external links working

PHASE 4: FINAL BRD VERIFICATION (MANDATORY BLOCKING)
├── PM → Pre-verification gate
├── qa → Gap analysis (BRD vs implementation)
├── CRITIC → Pre-release validation (COMPREHENSIVE FINAL)
│   ├── BRD completeness audit (100% requirements)
│   ├── Code quality audit (no TODOs/placeholders)
│   ├── Security audit (Semgrep, Gitleaks, Trivy)
│   ├── Integration audit (live connections, not mocks)
│   └── UI/UX audit (visual regression, accessibility)
└── VERDICT: APPROVED FOR RELEASE or REQUIRES REMEDIATION

PHASE 5: DOCUMENTATION
├── PM → Pre-docs gate
├── doc-gen → Project documentation, SBOM, SDLC evidence
├── CISO → Document security review (no sensitive data, accuracy)
├── api-docs → OpenAPI specs, Swagger UI
└── PM → Complete

PHASE 5.5: WORKFLOW AUTOMATION (when n8n required)
├── n8n → Design workflow automation
├── Generate importable n8n JSON workflow files
└── Integrate with existing systems

PHASE 5.6: PENETRATION TESTING (MANDATORY for production)
├── pentest-coordinator → Scope definition, attack scenario planning
├── OWASP ZAP, Nuclei → Automated security scanning
├── Manual testing → OWASP Top 10, auth bypass, business logic
├── Finding remediation → Fix Critical/High, risk-accept others
├── CRITIC → Post-pentest validation (BLOCKING)
└── Attestation signed before deployment

PHASE 5.7: SUPPLY CHAIN SECURITY (MANDATORY)
├── supply-chain-security → SLSA provenance attestations
├── Sigstore/cosign → Artifact signing, GPG for binaries
├── Commit verification → All commits in release signed
├── SBOM-Provenance linking → Full traceability
└── SLSA Level verification → Minimum L2 for release

PHASE 6: DEPLOYMENT & OPERATIONS (production releases)
├── devops → CI/CD pipelines, Docker, Kubernetes, rollback automation
├── observability → Prometheus/Grafana dashboards, alerting, SLOs
├── CRITIC → Post-deployment validation
└── PM → Project complete

═══════════════════════════════════════════════════════════════════════════
              SPECIALIZED WORKFLOW PATTERNS
═══════════════════════════════════════════════════════════════════════════

QUICK FIX/BUG WORKFLOW (minimal overhead):
PM → analyze-codebase → bug-find → planner → auto-code → [code-reviewer + qa] → CRITIC → PM

REFACTORING WORKFLOW:
PM → analyze-codebase → planner → refactor → [code-reviewer + qa] → CRITIC → PM

AGENT ENHANCEMENT WORKFLOW (meta-improvement):
feedback-loop → root-cause → improvement-workflow → self-improve → CRITIC → PM

COMPLEX MULTI-TEAM WORKFLOW:
PM → crew(organize) → [Team A: architect + auto-code] ↔ [Team B: frontend-designer + auto-code] 
   → handoff(integrate) → [code-reviewer + qa] → CRITIC → PM

═══════════════════════════════════════════════════════════════════════════
                    SELF-EVOLUTION CYCLE
═══════════════════════════════════════════════════════════════════════════
[Execution] → feedback-loop (pattern analysis)
           → root-cause (5 Whys/Fishbone/Fault Tree)
           → improvement-workflow (track to implementation)
           → self-improve (A/B testing improvements)
           → [Improved Platform]

Result: Production-ready with 100% BRD coverage, no placeholders, full traceability

Development Workflow

C

Conductor

Orchestration

Development workflow orchestrator that coordinates all agents through requirements, architecture, implementation, testing, and documentation phases.

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PM

PM (Project Manager)

Workflow Control

Workflow discipline enforcer that maintains sequence integrity and prevents deviations. Runs at every gate to verify sequencing and detect scope creep.

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CR

AI Agents

Complete Agent & Skill Package

Agent Orchestration System Documentation

Conductor-Orchestrated Workflow

Development Workflow

Conductor

PM (Project Manager)

Critic

Dynamic Router

Architect

Auto-Code

Research

Project Setup

PRD Manager

API Design

Advanced Orchestration

Planner

Checkpoint

Handoff

Guardrails

Crew

Tracer

Time-Travel

Confidence

Self-Improve

Context Hygiene

Procedural Memory

Code Quality

Code Reviewer

Bug Find

Root Cause

Refactor

Optimize

Feedback Loop

Improvement Workflow

Database

Testing & Documentation

QA Guy

Doc Generator

API Docs

Frontend Designer

Performance

Security & Analysis

CISO

Analyze Codebase

n8n Workflow Builder

Compliance

Observability

Pentest Coordinator

Secrets Lifecycle

Security Gate

Supply Chain Security

Platform & Extensibility

Agent Builder

Skill SDK

MCP Manager

Command Builder

Context Manager

DevOps

Git-Flow

Memory System

Offline Dev

Context Translator

Git-Flow

Infographic Generator

Pentest Coordinator

Procedural Memory

SDLC Gap Analysis

Secrets Lifecycle

Security Gate

SEO

Supply Chain Security

The AI Orchestra

System Architecture

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