get-shit-done/docs/ARCHITECTURE.md

GSD Architecture

System architecture for contributors and advanced users. For user-facing documentation, see Feature Reference or User Guide.

---

Table of Contents

• System Overview
• Design Principles
• Component Architecture
• Agent Model
• Data Flow
• File System Layout
• Installer Architecture
• Hook System
• CLI Tools Layer
• Runtime Abstraction

---

System Overview

GSD is a meta-prompting framework that sits between the user and AI coding agents (Claude Code, Gemini CLI, OpenCode, Kilo, Codex, Copilot, Antigravity, Trae, Cline, Augment Code). It provides:

1. Context engineering — Structured artifacts that give the AI everything it needs per task
2. Multi-agent orchestration — Thin orchestrators that spawn specialized agents with fresh context windows
3. Spec-driven development — Requirements → research → plans → execution → verification pipeline
4. State management — Persistent project memory across sessions and context resets

┌──────────────────────────────────────────────────────┐
│                      USER                            │
│            /gsd-command [args]                        │
└─────────────────────┬────────────────────────────────┘
                      │
┌─────────────────────▼────────────────────────────────┐
│              COMMAND LAYER                            │
│   commands/gsd/*.md — Prompt-based command files      │
│   (Claude Code custom commands / Codex skills)        │
└─────────────────────┬────────────────────────────────┘
                      │
┌─────────────────────▼────────────────────────────────┐
│              WORKFLOW LAYER                           │
│   get-shit-done/workflows/*.md — Orchestration logic  │
│   (Reads references, spawns agents, manages state)    │
└──────┬──────────────┬─────────────────┬──────────────┘
       │              │                 │
┌──────▼──────┐ ┌─────▼─────┐ ┌────────▼───────┐
│  AGENT      │ │  AGENT    │ │  AGENT         │
│  (fresh     │ │  (fresh   │ │  (fresh        │
│   context)  │ │   context)│ │   context)     │
└──────┬──────┘ └─────┬─────┘ └────────┬───────┘
       │              │                 │
┌──────▼──────────────▼─────────────────▼──────────────┐
│              CLI TOOLS LAYER                          │
│   gsd-sdk query (sdk/src/query) + gsd-tools.cjs       │
│   (State, config, phase, roadmap, verify, templates)  │
└──────────────────────┬───────────────────────────────┘
                       │
┌──────────────────────▼───────────────────────────────┐
│              FILE SYSTEM (.planning/)                 │
│   PROJECT.md | REQUIREMENTS.md | ROADMAP.md          │
│   STATE.md | config.json | phases/ | research/       │
└──────────────────────────────────────────────────────┘

---

Design Principles

1. Fresh Context Per Agent

Every agent spawned by an orchestrator gets a clean context window (up to 200K tokens). This eliminates context rot — the quality degradation that happens as an AI fills its context window with accumulated conversation.

2. Thin Orchestrators

Workflow files (get-shit-done/workflows/*.md) never do heavy lifting. They:

• Load context via gsd-sdk query init.<workflow> (or legacy gsd-tools.cjs init <workflow>)
• Spawn specialized agents with focused prompts
• Collect results and route to the next step
• Update state between steps

3. File-Based State

All state lives in .planning/ as human-readable Markdown and JSON. No database, no server, no external dependencies. This means:

• State survives context resets (/clear)
• State is inspectable by both humans and agents
• State can be committed to git for team visibility

4. Absent = Enabled

Workflow feature flags follow the absent = enabled pattern. If a key is missing from config.json, it defaults to true. Users explicitly disable features; they don't need to enable defaults.

5. Defense in Depth

Multiple layers prevent common failure modes:

• Plans are verified before execution (plan-checker agent)
• Execution produces atomic commits per task
• Post-execution verification checks against phase goals
• UAT provides human verification as final gate

---

Component Architecture

Commands (commands/gsd/*.md)

User-facing entry points. Each file contains YAML frontmatter (name, description, allowed-tools) and a prompt body that bootstraps the workflow. Commands are installed as:

• Claude Code: Custom slash commands (/gsd-command-name)
• OpenCode / Kilo: Slash commands (/gsd-command-name)
• Codex: Skills ($gsd-command-name)
• Copilot: Slash commands (/gsd-command-name)
• Antigravity: Skills

Total commands: 79

Workflows (get-shit-done/workflows/*.md)

Orchestration logic that commands reference. Contains the step-by-step process including:

• Context loading via gsd-sdk query init handlers (or legacy gsd-tools.cjs init)
• Agent spawn instructions with model resolution
• Gate/checkpoint definitions
• State update patterns
• Error handling and recovery

Total workflows: 76

Agents (agents/*.md)

Specialized agent definitions with frontmatter specifying:

• name — Agent identifier
• description — Role and purpose
• tools — Allowed tool access (Read, Write, Edit, Bash, Grep, Glob, WebSearch, etc.)
• color — Terminal output color for visual distinction

Total agents: 31

References (get-shit-done/references/*.md)

Shared knowledge documents that workflows and agents @-reference (35 total):

Core references:

• checkpoints.md — Checkpoint type definitions and interaction patterns
• gates.md — 4 canonical gate types (Confirm, Quality, Safety, Transition) wired into plan-checker and verifier
• model-profiles.md — Per-agent model tier assignments
• model-profile-resolution.md — Model resolution algorithm documentation
• verification-patterns.md — How to verify different artifact types
• verification-overrides.md — Per-artifact verification override rules
• planning-config.md — Full config schema and behavior
• git-integration.md — Git commit, branching, and history patterns
• git-planning-commit.md — Planning directory commit conventions
• questioning.md — Dream extraction philosophy for project initialization
• tdd.md — Test-driven development integration patterns
• ui-brand.md — Visual output formatting patterns
• common-bug-patterns.md — Common bug patterns for code review and verification

Workflow references:

• agent-contracts.md — Formal interface between orchestrators and agents
• context-budget.md — Context window budget allocation rules
• continuation-format.md — Session continuation/resume format
• domain-probes.md — Domain-specific probing questions for discuss-phase
• gate-prompts.md — Gate/checkpoint prompt templates
• revision-loop.md — Plan revision iteration patterns
• universal-anti-patterns.md — Common anti-patterns to detect and avoid
• artifact-types.md — Planning artifact type definitions
• phase-argument-parsing.md — Phase argument parsing conventions
• decimal-phase-calculation.md — Decimal sub-phase numbering rules
• workstream-flag.md — Workstream active pointer conventions
• user-profiling.md — User behavioral profiling methodology
• thinking-partner.md — Conditional thinking partner activation at decision points

Thinking model references:

References for integrating thinking-class models (o3, o4-mini, Gemini 2.5 Pro) into GSD workflows:

• thinking-models-debug.md — Thinking model patterns for debugging workflows
• thinking-models-execution.md — Thinking model patterns for execution agents
• thinking-models-planning.md — Thinking model patterns for planning agents
• thinking-models-research.md — Thinking model patterns for research agents
• thinking-models-verification.md — Thinking model patterns for verification agents

Modular planner decomposition:

The planner agent (agents/gsd-planner.md) was decomposed from a single monolithic file into a core agent plus reference modules to stay under the 50K character limit imposed by some runtimes:

• planner-gap-closure.md — Gap closure mode behavior (reads VERIFICATION.md, targeted replanning)
• planner-reviews.md — Cross-AI review integration (reads REVIEWS.md from /gsd-review)
• planner-revision.md — Plan revision patterns for iterative refinement

Templates (get-shit-done/templates/)

Markdown templates for all planning artifacts. Used by gsd-tools.cjs template fill and scaffold commands to create pre-structured files:

• project.md, requirements.md, roadmap.md, state.md — Core project files
• phase-prompt.md — Phase execution prompt template
• summary.md (+ summary-minimal.md, summary-standard.md, summary-complex.md) — Granularity-aware summary templates
• DEBUG.md — Debug session tracking template
• UI-SPEC.md, UAT.md, VALIDATION.md — Specialized verification templates
• discussion-log.md — Discussion audit trail template
• codebase/ — Brownfield mapping templates (stack, architecture, conventions, concerns, structure, testing, integrations)
• research-project/ — Research output templates (SUMMARY, STACK, FEATURES, ARCHITECTURE, PITFALLS)

Hooks (hooks/)

Runtime hooks that integrate with the host AI agent:

Hook	Event	Purpose
gsd-statusline.js	statusLine	Displays model, task, directory, and context usage bar
gsd-context-monitor.js	PostToolUse / AfterTool	Injects agent-facing context warnings at 35%/25% remaining
gsd-check-update.js	SessionStart	Background check for new GSD versions
gsd-prompt-guard.js	PreToolUse	Scans .planning/ writes for prompt injection patterns (advisory)
gsd-workflow-guard.js	PreToolUse	Detects file edits outside GSD workflow context (advisory, opt-in via hooks.workflow_guard)
gsd-read-guard.js	PreToolUse	Advisory guard preventing Edit/Write on files not yet read in the session
gsd-session-state.sh	PostToolUse	Session state tracking for shell-based runtimes
gsd-validate-commit.sh	PostToolUse	Commit validation for conventional commit enforcement
gsd-phase-boundary.sh	PostToolUse	Phase boundary detection for workflow transitions

CLI Tools (get-shit-done/bin/)

Node.js CLI utility (gsd-tools.cjs) with 19 domain modules:

Module	Responsibility
core.cjs	Error handling, output formatting, shared utilities
state.cjs	STATE.md parsing, updating, progression, metrics
phase.cjs	Phase directory operations, decimal numbering, plan indexing
roadmap.cjs	ROADMAP.md parsing, phase extraction, plan progress
config.cjs	config.json read/write, section initialization
verify.cjs	Plan structure, phase completeness, reference, commit validation
template.cjs	Template selection and filling with variable substitution
frontmatter.cjs	YAML frontmatter CRUD operations
init.cjs	Compound context loading for each workflow type
milestone.cjs	Milestone archival, requirements marking
commands.cjs	Misc commands (slug, timestamp, todos, scaffolding, stats)
model-profiles.cjs	Model profile resolution table
security.cjs	Path traversal prevention, prompt injection detection, safe JSON parsing, shell argument validation
uat.cjs	UAT file parsing, verification debt tracking, audit-uat support
docs.cjs	Docs-update workflow init, Markdown scanning, monorepo detection
workstream.cjs	Workstream CRUD, migration, session-scoped active pointer
schema-detect.cjs	Schema-drift detection for ORM patterns (Prisma, Drizzle, etc.)
profile-pipeline.cjs	User behavioral profiling data pipeline, session file scanning
profile-output.cjs	Profile rendering, USER-PROFILE.md and dev-preferences.md generation

---

Agent Model

Orchestrator → Agent Pattern

Orchestrator (workflow .md)
    │
    ├── Load context: gsd-tools.cjs init <workflow> <phase>
    │   Returns JSON with: project info, config, state, phase details
    │
    ├── Resolve model: gsd-tools.cjs resolve-model <agent-name>
    │   Returns: opus | sonnet | haiku | inherit
    │
    ├── Spawn Agent (Task/SubAgent call)
    │   ├── Agent prompt (agents/*.md)
    │   ├── Context payload (init JSON)
    │   ├── Model assignment
    │   └── Tool permissions
    │
    ├── Collect result
    │
    └── Update state: gsd-tools.cjs state update/patch/advance-plan

Agent Spawn Categories

Category	Agents	Parallelism
Researchers	gsd-project-researcher, gsd-phase-researcher, gsd-ui-researcher, gsd-advisor-researcher	4 parallel (stack, features, architecture, pitfalls); advisor spawns during discuss-phase
Synthesizers	gsd-research-synthesizer	Sequential (after researchers complete)
Planners	gsd-planner, gsd-roadmapper	Sequential
Checkers	gsd-plan-checker, gsd-integration-checker, gsd-ui-checker, gsd-nyquist-auditor	Sequential (verification loop, max 3 iterations)
Executors	gsd-executor	Parallel within waves, sequential across waves
Verifiers	gsd-verifier	Sequential (after all executors complete)
Mappers	gsd-codebase-mapper	4 parallel (tech, arch, quality, concerns)
Debuggers	gsd-debugger	Sequential (interactive)
Auditors	gsd-ui-auditor, gsd-security-auditor	Sequential
Doc Writers	gsd-doc-writer, gsd-doc-verifier	Sequential (writer then verifier)
Profilers	gsd-user-profiler	Sequential
Analyzers	gsd-assumptions-analyzer	Sequential (during discuss-phase)

Wave Execution Model

During execute-phase, plans are grouped into dependency waves:

Wave Analysis:
  Plan 01 (no deps)      ─┐
  Plan 02 (no deps)      ─┤── Wave 1 (parallel)
  Plan 03 (depends: 01)  ─┤── Wave 2 (waits for Wave 1)
  Plan 04 (depends: 02)  ─┘
  Plan 05 (depends: 03,04) ── Wave 3 (waits for Wave 2)

Each executor gets:

• Fresh 200K context window (or up to 1M for models that support it)
• The specific PLAN.md to execute
• Project context (PROJECT.md, STATE.md)
• Phase context (CONTEXT.md, RESEARCH.md if available)

Adaptive Context Enrichment (1M Models)

When the context window is 500K+ tokens (1M-class models like Opus 4.6, Sonnet 4.6), subagent prompts are automatically enriched with additional context that would not fit in standard 200K windows:

• Executor agents receive prior wave SUMMARY.md files and the phase CONTEXT.md/RESEARCH.md, enabling cross-plan awareness within a phase
• Verifier agents receive all PLAN.md, SUMMARY.md, CONTEXT.md files plus REQUIREMENTS.md, enabling history-aware verification

The orchestrator reads context_window from config (gsd-tools.cjs config-get context_window) and conditionally includes richer context when the value is >= 500,000. For standard 200K windows, prompts use truncated versions with cache-friendly ordering to maximize context efficiency.

Parallel Commit Safety

When multiple executors run within the same wave, two mechanisms prevent conflicts:

1. --no-verify commits — Parallel agents skip pre-commit hooks (which can cause build lock contention, e.g., cargo lock fights in Rust projects). The orchestrator runs git hook run pre-commit once after each wave completes.

2. STATE.md file locking — All writeStateMd() calls use lockfile-based mutual exclusion (STATE.md.lock with O_EXCL atomic creation). This prevents the read-modify-write race condition where two agents read STATE.md, modify different fields, and the last writer overwrites the other's changes. Includes stale lock detection (10s timeout) and spin-wait with jitter.

---

Data Flow

New Project Flow

User input (idea description)
    │
    ▼
Questions (questioning.md philosophy)
    │
    ▼
4x Project Researchers (parallel)
    ├── Stack → STACK.md
    ├── Features → FEATURES.md
    ├── Architecture → ARCHITECTURE.md
    └── Pitfalls → PITFALLS.md
    │
    ▼
Research Synthesizer → SUMMARY.md
    │
    ▼
Requirements extraction → REQUIREMENTS.md
    │
    ▼
Roadmapper → ROADMAP.md
    │
    ▼
User approval → STATE.md initialized

Phase Execution Flow

discuss-phase → CONTEXT.md (user preferences)
    │
    ▼
ui-phase → UI-SPEC.md (design contract, optional)
    │
    ▼
plan-phase
    ├── Research gate (blocks if RESEARCH.md has unresolved open questions)
    ├── Phase Researcher → RESEARCH.md
    ├── Planner (with reachability check) → PLAN.md files
    └── Plan Checker → Verify loop (max 3x)
    │
    ▼
state planned-phase → STATE.md (Planned/Ready to execute)
    │
    ▼
execute-phase (context reduction: truncated prompts, cache-friendly ordering)
    ├── Wave analysis (dependency grouping)
    ├── Executor per plan → code + atomic commits
    ├── SUMMARY.md per plan
    └── Verifier → VERIFICATION.md
    │
    ▼
verify-work → UAT.md (user acceptance testing)
    │
    ▼
ui-review → UI-REVIEW.md (visual audit, optional)

Context Propagation

Each workflow stage produces artifacts that feed into subsequent stages:

PROJECT.md ────────────────────────────────────────────► All agents
REQUIREMENTS.md ───────────────────────────────────────► Planner, Verifier, Auditor
ROADMAP.md ────────────────────────────────────────────► Orchestrators
STATE.md ──────────────────────────────────────────────► All agents (decisions, blockers)
CONTEXT.md (per phase) ────────────────────────────────► Researcher, Planner, Executor
RESEARCH.md (per phase) ───────────────────────────────► Planner, Plan Checker
PLAN.md (per plan) ────────────────────────────────────► Executor, Plan Checker
SUMMARY.md (per plan) ─────────────────────────────────► Verifier, State tracking
UI-SPEC.md (per phase) ────────────────────────────────► Executor, UI Auditor

---

File System Layout

Installation Files

~/.claude/                          # Claude Code (global install)
├── commands/gsd/*.md               # 79 slash commands
├── get-shit-done/
│   ├── bin/gsd-tools.cjs           # CLI utility
│   ├── bin/lib/*.cjs               # 19 domain modules
│   ├── workflows/*.md              # 72 workflow definitions
│   ├── references/*.md             # 35 shared reference docs
│   └── templates/                  # Planning artifact templates
├── agents/*.md                     # 31 agent definitions
├── hooks/
│   ├── gsd-statusline.js           # Statusline hook
│   ├── gsd-context-monitor.js      # Context warning hook
│   └── gsd-check-update.js         # Update check hook
├── settings.json                   # Hook registrations
└── VERSION                         # Installed version number

Equivalent paths for other runtimes:

• OpenCode: ~/.config/opencode/ or ~/.opencode/
• Kilo: ~/.config/kilo/ or ~/.kilo/
• Gemini CLI: ~/.gemini/
• Codex: ~/.codex/ (uses skills instead of commands)
• Copilot: ~/.github/
• Antigravity: ~/.gemini/antigravity/ (global) or ./.agent/ (local)

Project Files (.planning/)

.planning/
├── PROJECT.md              # Project vision, constraints, decisions, evolution rules
├── REQUIREMENTS.md         # Scoped requirements (v1/v2/out-of-scope)
├── ROADMAP.md              # Phase breakdown with status tracking
├── STATE.md                # Living memory: position, decisions, blockers, metrics
├── config.json             # Workflow configuration
├── MILESTONES.md           # Completed milestone archive
├── research/               # Domain research from /gsd-new-project
│   ├── SUMMARY.md
│   ├── STACK.md
│   ├── FEATURES.md
│   ├── ARCHITECTURE.md
│   └── PITFALLS.md
├── codebase/               # Brownfield mapping (from /gsd-map-codebase)
│   ├── STACK.md
│   ├── ARCHITECTURE.md
│   ├── CONVENTIONS.md
│   ├── CONCERNS.md
│   ├── STRUCTURE.md
│   ├── TESTING.md
│   └── INTEGRATIONS.md
├── phases/
│   └── XX-phase-name/
│       ├── XX-CONTEXT.md       # User preferences (from discuss-phase)
│       ├── XX-RESEARCH.md      # Ecosystem research (from plan-phase)
│       ├── XX-YY-PLAN.md       # Execution plans
│       ├── XX-YY-SUMMARY.md    # Execution outcomes
│       ├── XX-VERIFICATION.md  # Post-execution verification
│       ├── XX-VALIDATION.md    # Nyquist test coverage mapping
│       ├── XX-UI-SPEC.md       # UI design contract (from ui-phase)
│       ├── XX-UI-REVIEW.md     # Visual audit scores (from ui-review)
│       └── XX-UAT.md           # User acceptance test results
├── quick/                  # Quick task tracking
│   └── YYMMDD-xxx-slug/
│       ├── PLAN.md
│       └── SUMMARY.md
├── todos/
│   ├── pending/            # Captured ideas
│   └── done/               # Completed todos
├── threads/               # Persistent context threads (from /gsd-thread)
├── seeds/                 # Forward-looking ideas (from /gsd-plant-seed)
├── debug/                  # Active debug sessions
│   ├── *.md                # Active sessions
│   ├── resolved/           # Archived sessions
│   └── knowledge-base.md   # Persistent debug learnings
├── ui-reviews/             # Screenshots from /gsd-ui-review (gitignored)
└── continue-here.md        # Context handoff (from pause-work)

---

Installer Architecture

The installer (bin/install.js, ~3,000 lines) handles:

1. Runtime detection — Interactive prompt or CLI flags (--claude, --opencode, --gemini, --kilo, --codex, --copilot, --antigravity, --cursor, --windsurf, --trae, --cline, --augment, --all)
2. Location selection — Global (--global) or local (--local)
3. File deployment — Copies commands, workflows, references, templates, agents, hooks
4. Runtime adaptation — Transforms file content per runtime:
   • Claude Code: Uses as-is
   • OpenCode: Converts commands/agents to OpenCode-compatible flat command + subagent format
   • Kilo: Reuses the OpenCode conversion pipeline with Kilo config paths
   • Codex: Generates TOML config + skills from commands
   • Copilot: Maps tool names (Read→read, Bash→execute, etc.)
   • Gemini: Adjusts hook event names (AfterTool instead of PostToolUse)
   • Antigravity: Skills-first with Google model equivalents
   • Trae: Skills-first install to ~/.trae / ./.trae with no settings.json or hook integration
   • Cline: Writes .clinerules for rule-based integration
   • Augment Code: Skills-first with full skill conversion and config management
5. Path normalization — Replaces ~/.claude/ paths with runtime-specific paths
6. Settings integration — Registers hooks in runtime's settings.json
7. Patch backup — Since v1.17, backs up locally modified files to gsd-local-patches/ for /gsd-reapply-patches
8. Manifest tracking — Writes gsd-file-manifest.json for clean uninstall
9. Uninstall mode — --uninstall removes all GSD files, hooks, and settings

Platform Handling

• Windows: windowsHide on child processes, EPERM/EACCES protection on protected directories, path separator normalization
• WSL: Detects Windows Node.js running on WSL and warns about path mismatches
• Docker/CI: Supports CLAUDE_CONFIG_DIR env var for custom config directory locations

---

Hook System

Architecture

Runtime Engine (Claude Code / Gemini CLI)
    │
    ├── statusLine event ──► gsd-statusline.js
    │   Reads: stdin (session JSON)
    │   Writes: stdout (formatted status), /tmp/claude-ctx-{session}.json (bridge)
    │
    ├── PostToolUse/AfterTool event ──► gsd-context-monitor.js
    │   Reads: stdin (tool event JSON), /tmp/claude-ctx-{session}.json (bridge)
    │   Writes: stdout (hookSpecificOutput with additionalContext warning)
    │
    └── SessionStart event ──► gsd-check-update.js
        Reads: VERSION file
        Writes: ~/.claude/cache/gsd-update-check.json (spawns background process)

Context Monitor Thresholds

Remaining Context	Level	Agent Behavior
> 35%	Normal	No warning injected
≤ 35%	WARNING	"Avoid starting new complex work"
≤ 25%	CRITICAL	"Context nearly exhausted, inform user"

Debounce: 5 tool uses between repeated warnings. Severity escalation (WARNING→CRITICAL) bypasses debounce.

Safety Properties

• All hooks wrap in try/catch, exit silently on error
• stdin timeout guard (3s) prevents hanging on pipe issues
• Stale metrics (>60s old) are ignored
• Missing bridge files handled gracefully (subagents, fresh sessions)
• Context monitor is advisory — never issues imperative commands that override user preferences

Security Hooks (v1.27)

Prompt Guard (gsd-prompt-guard.js):

• Triggers on Write/Edit to .planning/ files
• Scans content for prompt injection patterns (role override, instruction bypass, system tag injection)
• Advisory-only — logs detection, does not block
• Patterns are inlined (subset of security.cjs) for hook independence

Workflow Guard (gsd-workflow-guard.js):

• Triggers on Write/Edit to non-.planning/ files
• Detects edits outside GSD workflow context (no active /gsd- command or Task subagent)
• Advises using /gsd-quick or /gsd-fast for state-tracked changes
• Opt-in via hooks.workflow_guard: true (default: false)

---

Runtime Abstraction

GSD supports multiple AI coding runtimes through a unified command/workflow architecture:

Runtime	Command Format	Agent System	Config Location
Claude Code	/gsd-command	Task spawning	~/.claude/
OpenCode	/gsd-command	Subagent mode	~/.config/opencode/
Kilo	/gsd-command	Subagent mode	~/.config/kilo/
Gemini CLI	/gsd-command	Task spawning	~/.gemini/
Codex	$gsd-command	Skills	~/.codex/
Copilot	/gsd-command	Agent delegation	~/.github/
Antigravity	Skills	Skills	~/.gemini/antigravity/
Trae	Skills	Skills	~/.trae/
Cline	Rules	Rules	.clinerules
Augment Code	Skills	Skills	Augment config

Abstraction Points

1. Tool name mapping — Each runtime has its own tool names (e.g., Claude's Bash → Copilot's execute)
2. Hook event names — Claude uses PostToolUse, Gemini uses AfterTool
3. Agent frontmatter — Each runtime has its own agent definition format
4. Path conventions — Each runtime stores config in different directories
5. Model references — inherit profile lets GSD defer to runtime's model selection

The installer handles all translation at install time. Workflows and agents are written in Claude Code's native format and transformed during deployment.