msd-core/docs/AGENTS.md

# GSD Agent Reference

> All 21 specialized agents — roles, tools, spawn patterns, and relationships. For architecture context, see [Architecture](ARCHITECTURE.md).

---

## Overview

GSD uses a multi-agent architecture where thin orchestrators (workflow files) spawn specialized agents with fresh context windows. Each agent has a focused role, limited tool access, and produces specific artifacts.

### Agent Categories

| Category | Count | Agents |
|----------|-------|--------|
| Researchers | 3 | project-researcher, phase-researcher, ui-researcher |
| Analyzers | 2 | assumptions-analyzer, advisor-researcher |
| Synthesizers | 1 | research-synthesizer |
| Planners | 1 | planner |
| Roadmappers | 1 | roadmapper |
| Executors | 1 | executor |
| Checkers | 3 | plan-checker, integration-checker, ui-checker |
| Verifiers | 1 | verifier |
| Auditors | 3 | nyquist-auditor, ui-auditor, security-auditor |
| Mappers | 1 | codebase-mapper |
| Debuggers | 1 | debugger |
| Doc Writers | 2 | doc-writer, doc-verifier |
| Profilers | 1 | user-profiler |

---

## Agent Details

### gsd-project-researcher

**Role:** Researches domain ecosystem before roadmap creation.

| Property | Value |
|----------|-------|
| **Spawned by** | `/gsd-new-project`, `/gsd-new-milestone` |
| **Parallelism** | 4 instances (stack, features, architecture, pitfalls) |
| **Tools** | Read, Write, Bash, Grep, Glob, WebSearch, WebFetch, mcp (context7) |
| **Model (balanced)** | Sonnet |
| **Produces** | `.planning/research/STACK.md`, `FEATURES.md`, `ARCHITECTURE.md`, `PITFALLS.md` |

**Capabilities:**
- Web search for current ecosystem information
- Context7 MCP integration for library documentation
- Writes research documents directly to disk (reduces orchestrator context load)

---

### gsd-phase-researcher

**Role:** Researches how to implement a specific phase before planning.

| Property | Value |
|----------|-------|
| **Spawned by** | `/gsd-plan-phase` |
| **Parallelism** | 4 instances (same focus areas as project researcher) |
| **Tools** | Read, Write, Bash, Grep, Glob, WebSearch, WebFetch, mcp (context7) |
| **Model (balanced)** | Sonnet |
| **Produces** | `{phase}-RESEARCH.md` |

**Capabilities:**
- Reads CONTEXT.md to focus research on user's decisions
- Investigates implementation patterns for the specific phase domain
- Detects test infrastructure for Nyquist validation mapping

---

### gsd-ui-researcher

**Role:** Produces UI design contracts for frontend phases.

| Property | Value |
|----------|-------|
| **Spawned by** | `/gsd-ui-phase` |
| **Parallelism** | Single instance |
| **Tools** | Read, Write, Bash, Grep, Glob, WebSearch, WebFetch, mcp (context7) |
| **Model (balanced)** | Sonnet |
| **Color** | `#E879F9` (fuchsia) |
| **Produces** | `{phase}-UI-SPEC.md` |

**Capabilities:**
- Detects design system state (shadcn components.json, Tailwind config, existing tokens)
- Offers shadcn initialization for React/Next.js/Vite projects
- Asks only unanswered design contract questions
- Enforces registry safety gate for third-party components

---

### gsd-assumptions-analyzer

**Role:** Deeply analyzes codebase for a phase and returns structured assumptions with evidence, confidence levels, and consequences if wrong.

| Property | Value |
|----------|-------|
| **Spawned by** | `discuss-phase-assumptions` workflow (when `workflow.discuss_mode = 'assumptions'`) |
| **Parallelism** | Single instance |
| **Tools** | Read, Bash, Grep, Glob |
| **Model (balanced)** | Sonnet |
| **Color** | Cyan |
| **Produces** | Structured assumptions with decision statements, evidence file paths, confidence levels |

**Key behaviors:**
- Reads ROADMAP.md phase description and prior CONTEXT.md files
- Searches codebase for files related to the phase (components, patterns, similar features)
- Reads 5-15 most relevant source files to form evidence-based assumptions
- Classifies confidence: Confident (clear from code), Likely (reasonable inference), Unclear (could go multiple ways)
- Flags topics that need external research (library compatibility, ecosystem best practices)
- Output calibrated by tier: full_maturity (3-5 areas), standard (3-4), minimal_decisive (2-3)

---

### gsd-advisor-researcher

**Role:** Researches a single gray area decision during discuss-phase advisor mode and returns a structured comparison table.

| Property | Value |
|----------|-------|
| **Spawned by** | `discuss-phase` workflow (when ADVISOR_MODE = true) |
| **Parallelism** | Multiple instances (one per gray area) |
| **Tools** | Read, Bash, Grep, Glob, WebSearch, WebFetch, mcp (context7) |
| **Model (balanced)** | Sonnet |
| **Color** | Cyan |
| **Produces** | 5-column comparison table (Option / Pros / Cons / Complexity / Recommendation) with rationale paragraph |

**Key behaviors:**
- Researches a single assigned gray area using Claude's knowledge, Context7, and web search
- Produces genuinely viable options — no padding with filler alternatives
- Complexity column uses impact surface + risk (never time estimates)
- Recommendations are conditional ("Rec if X", "Rec if Y") — never single-winner ranking
- Output calibrated by tier: full_maturity (3-5 options with maturity signals), standard (2-4), minimal_decisive (2 options, decisive recommendation)

---

### gsd-research-synthesizer

**Role:** Combines outputs from parallel researchers into a unified summary.

| Property | Value |
|----------|-------|
| **Spawned by** | `/gsd-new-project` (after 4 researchers complete) |
| **Parallelism** | Single instance (sequential after researchers) |
| **Tools** | Read, Write, Bash |
| **Model (balanced)** | Sonnet |
| **Color** | Purple |
| **Produces** | `.planning/research/SUMMARY.md` |

---

### gsd-planner

**Role:** Creates executable phase plans with task breakdown, dependency analysis, and goal-backward verification.

| Property | Value |
|----------|-------|
| **Spawned by** | `/gsd-plan-phase`, `/gsd-quick` |
| **Parallelism** | Single instance |
| **Tools** | Read, Write, Bash, Glob, Grep, WebFetch, mcp (context7) |
| **Model (balanced)** | Opus |
| **Color** | Green |
| **Produces** | `{phase}-{N}-PLAN.md` files |

**Key behaviors:**
- Reads PROJECT.md, REQUIREMENTS.md, CONTEXT.md, RESEARCH.md
- Creates 2-3 atomic task plans sized for single context windows
- Uses XML structure with `<task>` elements
- Includes `read_first` and `acceptance_criteria` sections
- Groups plans into dependency waves
- Performs reachability check to validate plan steps reference accessible files and APIs (v1.32)

---

### gsd-roadmapper

**Role:** Creates project roadmaps with phase breakdown and requirement mapping.

| Property | Value |
|----------|-------|
| **Spawned by** | `/gsd-new-project` |
| **Parallelism** | Single instance |
| **Tools** | Read, Write, Bash, Glob, Grep |
| **Model (balanced)** | Sonnet |
| **Color** | Purple |
| **Produces** | `ROADMAP.md` |

**Key behaviors:**
- Maps requirements to phases (traceability)
- Derives success criteria from requirements
- Respects granularity setting for phase count
- Validates coverage (every v1 requirement mapped to a phase)

---

### gsd-executor

**Role:** Executes GSD plans with atomic commits, deviation handling, and checkpoint protocols.

| Property | Value |
|----------|-------|
| **Spawned by** | `/gsd-execute-phase`, `/gsd-quick` |
| **Parallelism** | Multiple (parallel within waves, sequential across waves) |
| **Tools** | Read, Write, Edit, Bash, Grep, Glob |
| **Model (balanced)** | Sonnet |
| **Color** | Yellow |
| **Produces** | Code changes, git commits, `{phase}-{N}-SUMMARY.md` |

**Key behaviors:**
- Fresh 200K context window per plan
- Follows XML task instructions precisely
- Atomic git commit per completed task
- Handles checkpoint types: auto, human-verify, decision, human-action
- Reports deviations from plan in SUMMARY.md
- Invokes node repair on verification failure

---

### gsd-plan-checker

**Role:** Verifies plans will achieve phase goals before execution.

| Property | Value |
|----------|-------|
| **Spawned by** | `/gsd-plan-phase` (verification loop, max 3 iterations) |
| **Parallelism** | Single instance (iterative) |
| **Tools** | Read, Bash, Glob, Grep |
| **Model (balanced)** | Sonnet |
| **Color** | Green |
| **Produces** | PASS/FAIL verdict with specific feedback |

**8 Verification Dimensions:**
1. Requirement coverage
2. Task atomicity
3. Dependency ordering
4. File scope
5. Verification commands
6. Context fit
7. Gap detection
8. Nyquist compliance (when enabled)

---

### gsd-integration-checker

**Role:** Verifies cross-phase integration and end-to-end flows.

| Property | Value |
|----------|-------|
| **Spawned by** | `/gsd-audit-milestone` |
| **Parallelism** | Single instance |
| **Tools** | Read, Bash, Grep, Glob |
| **Model (balanced)** | Sonnet |
| **Color** | Blue |
| **Produces** | Integration verification report |

---

### gsd-ui-checker

**Role:** Validates UI-SPEC.md design contracts against quality dimensions.

| Property | Value |
|----------|-------|
| **Spawned by** | `/gsd-ui-phase` (validation loop, max 2 iterations) |
| **Parallelism** | Single instance |
| **Tools** | Read, Bash, Glob, Grep |
| **Model (balanced)** | Sonnet |
| **Color** | `#22D3EE` (cyan) |
| **Produces** | BLOCK/FLAG/PASS verdict |

---

### gsd-verifier

**Role:** Verifies phase goal achievement through goal-backward analysis.

| Property | Value |
|----------|-------|
| **Spawned by** | `/gsd-execute-phase` (after all executors complete) |
| **Parallelism** | Single instance |
| **Tools** | Read, Write, Bash, Grep, Glob |
| **Model (balanced)** | Sonnet |
| **Color** | Green |
| **Produces** | `{phase}-VERIFICATION.md` |

**Key behaviors:**
- Checks codebase against phase goals, not just task completion
- PASS/FAIL with specific evidence
- Logs issues for `/gsd-verify-work` to address
- Milestone scope filtering: gaps addressed in later phases are marked as "deferred", not reported as failures (v1.32)
- **Test quality audit** (v1.32): verifies that tests prove what they claim by checking for disabled/skipped tests on requirements, circular test patterns (system generating its own expected values), assertion strength (existence vs. value vs. behavioral), and expected value provenance. Blockers from test quality audit override an otherwise passing verification

---

### gsd-nyquist-auditor

**Role:** Fills Nyquist validation gaps by generating tests.

| Property | Value |
|----------|-------|
| **Spawned by** | `/gsd-validate-phase` |
| **Parallelism** | Single instance |
| **Tools** | Read, Write, Edit, Bash, Grep, Glob |
| **Model (balanced)** | Sonnet |
| **Produces** | Test files, updated `VALIDATION.md` |

**Key behaviors:**
- Never modifies implementation code — only test files
- Max 3 attempts per gap
- Flags implementation bugs as escalations for user

---

### gsd-ui-auditor

**Role:** Retroactive 6-pillar visual audit of implemented frontend code.

| Property | Value |
|----------|-------|
| **Spawned by** | `/gsd-ui-review` |
| **Parallelism** | Single instance |
| **Tools** | Read, Write, Bash, Grep, Glob |
| **Model (balanced)** | Sonnet |
| **Color** | `#F472B6` (pink) |
| **Produces** | `{phase}-UI-REVIEW.md` with scores |

**6 Audit Pillars (scored 1-4):**
1. Copywriting
2. Visuals
3. Color
4. Typography
5. Spacing
6. Experience Design

---

### gsd-codebase-mapper

**Role:** Explores codebase and writes structured analysis documents.

| Property | Value |
|----------|-------|
| **Spawned by** | `/gsd-map-codebase` |
| **Parallelism** | 4 instances (tech, architecture, quality, concerns) |
| **Tools** | Read, Bash, Grep, Glob, Write |
| **Model (balanced)** | Haiku |
| **Color** | Cyan |
| **Produces** | `.planning/codebase/*.md` (7 documents) |

**Key behaviors:**
- Read-only exploration + structured output
- Writes documents directly to disk
- No reasoning required — pattern extraction from file contents

---

### gsd-debugger

**Role:** Investigates bugs using scientific method with persistent state.

| Property | Value |
|----------|-------|
| **Spawned by** | `/gsd-debug`, `/gsd-verify-work` (for failures) |
| **Parallelism** | Single instance (interactive) |
| **Tools** | Read, Write, Edit, Bash, Grep, Glob, WebSearch |
| **Model (balanced)** | Sonnet |
| **Color** | Orange |
| **Produces** | `.planning/debug/*.md`, knowledge-base updates |

**Debug Session Lifecycle:**
`gathering` → `investigating` → `fixing` → `verifying` → `awaiting_human_verify` → `resolved`

**Key behaviors:**
- Tracks hypotheses, evidence, and eliminated theories
- State persists across context resets
- Requires human verification before marking resolved
- Appends to persistent knowledge base on resolution
- Consults knowledge base on new sessions

---

### gsd-user-profiler

**Role:** Analyzes session messages across 8 behavioral dimensions to produce a scored developer profile.

| Property | Value |
|----------|-------|
| **Spawned by** | `/gsd-profile-user` |
| **Parallelism** | Single instance |
| **Tools** | Read |
| **Model (balanced)** | Sonnet |
| **Color** | Magenta |
| **Produces** | `USER-PROFILE.md`, `/gsd-dev-preferences`, `CLAUDE.md` profile section |

**Behavioral Dimensions:**
Communication style, decision patterns, debugging approach, UX preferences, vendor choices, frustration triggers, learning style, explanation depth.

**Key behaviors:**
- Read-only agent — analyzes extracted session data, does not modify files
- Produces scored dimensions with confidence levels and evidence citations
- Questionnaire fallback when session history is unavailable

---

### gsd-doc-writer

**Role:** Writes and updates project documentation. Spawned with a doc_assignment block specifying doc type, mode, and project context.

| Property | Value |
|----------|-------|
| **Spawned by** | `/gsd-docs-update` |
| **Parallelism** | Multiple instances (one per doc type) |
| **Tools** | Read, Write, Bash, Grep, Glob |
| **Model (balanced)** | Sonnet |
| **Color** | Purple |
| **Produces** | Project documentation files (README, architecture, API docs, etc.) |

**Key behaviors:**
- Supports modes: create, update, supplement, fix
- Handles doc types: readme, architecture, getting_started, development, testing, api, configuration, deployment, contributing, custom
- Monorepo-aware: can generate per-package READMEs
- Fix mode accepts failure objects from gsd-doc-verifier for targeted corrections
- Writes directly to disk — does not return content to orchestrator

---

### gsd-doc-verifier

**Role:** Verifies factual claims in generated documentation against the live codebase.

| Property | Value |
|----------|-------|
| **Spawned by** | `/gsd-docs-update` (after doc-writer completes) |
| **Parallelism** | Multiple instances (one per doc file) |
| **Tools** | Read, Write, Bash, Grep, Glob |
| **Model (balanced)** | Sonnet |
| **Color** | Orange |
| **Produces** | Structured JSON verification results per doc |

**Key behaviors:**
- Extracts checkable claims (file paths, function names, CLI commands, config keys)
- Verifies each claim against filesystem using tools only — no assumptions
- Writes structured JSON result file for orchestrator to process
- Failed claims feed back to doc-writer in fix mode

---

### gsd-security-auditor

**Role:** Verifies threat mitigations from PLAN.md threat model exist in implemented code.

| Property | Value |
|----------|-------|
| **Spawned by** | `/gsd-secure-phase` |
| **Parallelism** | Single instance |
| **Tools** | Read, Write, Edit, Bash, Glob, Grep |
| **Model (balanced)** | Sonnet |
| **Color** | `#EF4444` (red) |
| **Produces** | `{phase}-SECURITY.md` |

**Key behaviors:**
- Verifies each threat by its declared disposition (mitigate / accept / transfer)
- Does NOT scan blindly for new vulnerabilities — verifies declared mitigations only
- Implementation files are read-only — never patches implementation code
- Unmitigated threats reported as OPEN_THREATS or ESCALATE
- Supports ASVS levels 1/2/3 for verification depth

---

## Agent Tool Permissions Summary

| Agent | Read | Write | Edit | Bash | Grep | Glob | WebSearch | WebFetch | MCP |
|-------|------|-------|------|------|------|------|-----------|----------|-----|
| project-researcher | ✓ | ✓ | | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ |
| phase-researcher | ✓ | ✓ | | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ |
| ui-researcher | ✓ | ✓ | | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ |
| assumptions-analyzer | ✓ | | | ✓ | ✓ | ✓ | | | |
| advisor-researcher | ✓ | | | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ |
| research-synthesizer | ✓ | ✓ | | ✓ | | | | | |
| planner | ✓ | ✓ | | ✓ | ✓ | ✓ | | ✓ | ✓ |
| roadmapper | ✓ | ✓ | | ✓ | ✓ | ✓ | | | |
| executor | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | | | |
| plan-checker | ✓ | | | ✓ | ✓ | ✓ | | | |
| integration-checker | ✓ | | | ✓ | ✓ | ✓ | | | |
| ui-checker | ✓ | | | ✓ | ✓ | ✓ | | | |
| verifier | ✓ | ✓ | | ✓ | ✓ | ✓ | | | |
| nyquist-auditor | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | | | |
| ui-auditor | ✓ | ✓ | | ✓ | ✓ | ✓ | | | |
| codebase-mapper | ✓ | ✓ | | ✓ | ✓ | ✓ | | | |
| debugger | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | | |
| user-profiler | ✓ | | | | | | | | |
| doc-writer | ✓ | ✓ | | ✓ | ✓ | ✓ | | | |
| doc-verifier | ✓ | ✓ | | ✓ | ✓ | ✓ | | | |
| security-auditor | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | | | |

**Principle of Least Privilege:**
- Checkers are read-only (no Write/Edit) — they evaluate, never modify
- Researchers have web access — they need current ecosystem information
- Executors have Edit — they modify code but not web access
- Mappers have Write — they write analysis documents but not Edit (no code changes)