Files
msd-core/docs/ARCHITECTURE.md
Tom Boucher 11afca2968 feat(#656): Research module — content-addressed cache + provider seam + registry-API legitimacy (#664)
* feat(#656): add Research Store module (content-addressed cache, TTL staleness)

Content-addressed research cache behind a clock seam: researchKey (sha256, deterministic), putResearch/getResearch ({hit,stale}, never throws), ttlForSource (curated HIGH 30d / MED 7d / web LOW 1d), two-tier resolveStorePath (curated -> ~/.gsd/research-cache, web/synthesis -> project .planning/research/.cache). 28 behavioral + property tests; boundary coverage at ttl-1/ttl/ttl+1.

Issue #656. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

* feat(#656): add Research Provider module (waterfall + confidence + plan)

Single source of truth for the Balanced provider waterfall (docs Context7->Ref->Jina, web Exa+Tavily, fallback Perplexity/Brave, Firecrawl scrape-only). classifyConfidence stamps HIGH|MEDIUM|LOW by provider (never throws). providerAvailability maps config flags to usable providers. planResearch checks the Research Store (injected seam) and returns cache-hits + a per-question fetch plan, falling through the waterfall to the always-available websearch terminal. 22 behavioral + property tests.

Issue #656. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

* feat(#656): add Package Legitimacy module (registry-API verdicts, slopcheck optional)

Replaces the pip-install-or-degrade slopcheck prose gate with code: classifyPackage (pure, never throws) computes OK|SUS|SLOP from tunable thresholds (minAgeDays 30, minWeeklyDownloads 1000, requireRepo). checkPackages queries injectable npm/PyPI/crates registry adapters (real https with 5s timeout, degraded-not-thrown on failure); slopcheck is one optional adapter that can only escalate severity, never degrade to [ASSUMED]. 34 behavioral + property tests; boundary coverage on age and downloads (limit-1/limit/limit+1).

Known follow-up: real npm adapter must add api.npmjs.org last-week downloads fetch (currently null -> unknown-downloads). Issue #656. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

* feat(#656): detect Tavily/Ref/Perplexity/Jina provider keys; complete npm downloads adapter

config: add tavily_search/ref_search/perplexity/jina availability flags (env var or ~/.gsd/<x>_api_key), mirroring brave_search/exa_search/firecrawl, so the Research Provider waterfall can gate them. package-legitimacy: real npm adapter now fetches api.npmjs.org last-week downloads (bounded, degraded-not-thrown) so weeklyDownloads is populated. +12 config tests; 34 legitimacy tests unchanged.

Issue #656. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

* feat(#656): expose Research seam via gsd-tools query (research-plan, research-store, package-legitimacy)

Routes the L2-hybrid surface so agents reach it as CLI: 'query research-store get/put' (cache, HOME-sandboxable), 'query research-plan --input' (cache-hits + fetch plan from planResearch), 'query package-legitimacy check --ecosystem' (async registry verdicts). Commands skip .planning root resolution and appear in top-level usage. 5 behavioral runGsdTools tests; command-contract unchanged (335).

Issue #656. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

* docs(#656): document Research module (CONTEXT predicates, ADR-0656, architecture, changeset)

Adds GSD-RESEARCH.* + DEFECT.RESEARCH-PROVIDER-PROSE-DRIFT predicates to CONTEXT.md, ADR-0656 recording the L2-hybrid seam decision, a docs/ARCHITECTURE.md Research Module subsection, and an Added changeset fragment (pr:0, backfill on PR). Notes the #657 deferrals (agent collapse + install.js MCP mapping).

Issue #656. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

* chore(#656): sync inventory for research modules

Regenerate INVENTORY-MANIFEST.json and bump docs/INVENTORY.md CLI Modules count 82->85 with rows for research-store/research-provider/package-legitimacy (DEFECT.INVENTORY-DRIFT).

Issue #656. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

* chore(#656): eslint-ignore generated research .cjs artifacts (ADR-457)

research-store/research-provider/package-legitimacy .cjs are tsc-generated from src/*.cts, so they belong in the ESLint ignore block (lint the .cts source, not the emitted .cjs). Fixes tests/551-eslint-bin-lib-coverage.

Issue #656. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

* chore(#656): backfill changeset pr number to #664

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

* chore(#656): satisfy eslint lint-tests gate

Fix 20 eslint errors in the new research files: use helpers.cleanup() instead of raw fs.rmSync() in tests (local/no-raw-rmsync-in-tests, Windows-EBUSY retry budget); drop redundant '| string' union members and unnecessary type assertions; deterministic object normalization in researchKey (no-base-to-string). Logic unchanged; 6180 tests still green.

Issue #656. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

* fix(#656): harden package legitimacy per review (W1/W2/I3/I4)

W1: httpsGet now reads statusCode; npm/PyPI/crates map 404 -> exists:false -> SLOP (registry-existence is the #1 slopsquatting defense; previously only npm caught it). Transport made injectable (_setHttpGet) for hermetic 404 tests. W2: suspicious-postinstall is now terminal SLOP independent of the optional slopcheck adapter, and the regex drops the bare https?:// arm (over-fired on esbuild/sharp/node-gyp) for shell-exec/download-exec signatures only. I3: checkPackages now threads version to registry.lookup and adapters verify that specific version exists. I4: moreServerVerdict -> moreSevereVerdict. +11 regression tests (all RED-first); 45 total green.

Addresses review by @davesienkowski on #664. Issue #656. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

* fix(#656): research-store tier coherence + freshness + version TTL (W4/I1/I2/I4)

I1: tier now derives from source (curated -> user ~/.gsd, else -> project .planning), not kind, so put-tier and get-tier can't diverge; kind is a key component only. W4: getResearch searches both tiers and returns the freshest (non-stale preferred), never letting a stale curated entry shadow a fresh web one; blank version caps TTL at 1 day (no 30d on version-blind keys). I2: atomic platformWriteSync instead of raw fs.writeFileSync on the shared global path. I4: dropped the dead ttlForSource arm. CLI get now searches both tiers. +5 RED-first regression tests; 38 green.

Addresses review by @davesienkowski on #664. Issue #656. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

* fix(#656): expose classifyConfidence as a CLI route, killing dead code (W3)

Adds 'gsd-tools query classify-confidence --provider X [--verified]' so research agents get the confidence tier FROM CODE (provider waterfall + verification lever) instead of asserting it in prose. classifyConfidence previously had no runtime caller. HIGH means 'trusted provider'; --verified raises web results to MEDIUM (verification semantics documented in ADR-0656). +4 behavioral tests.

Addresses review by @davesienkowski on #664 (W3). Issue #656. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

* fix(#656): close Codex adversarial-review findings (path-traversal, version-age, malformed-cache)

HIGH: research key must be 64-hex sha256 (isValidResearchKey) + resolved-path containment check in put/get + CLI validation -> blocks '../../x' arbitrary-file-write. HIGH: package legitimacy now derives publishedAt from the REQUESTED version (npm time[version], PyPI releases[version] upload_time, crates versions[].created_at) so a new malicious version of an old package can't inherit old age and evade 'too-new'. MEDIUM: getResearch validates entry shape (finite fetched_at + positive ttl + required fields) -> malformed cache entry is a miss, not fresh-forever. +regression tests (RED-first); 111 green.

Codex adversarial review (required pre-PR gate). Issue #656. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

* fix(#656): close code-review correctness findings

(1) package-legitimacy CLI now rejects unknown --flags instead of silently consuming the following package as a flag value; only --ecosystem takes a value. (2) crates recent_downloads (90-day) normalized to a weekly figure before the minWeeklyDownloads threshold (was ~13x too lenient). (3) research-plan --input validates parsed JSON is an object with an Array questions before destructuring -> clean usage error instead of an uncaught TypeError on null/bad input. (4) research-store put rejects a flag value that is itself a --flag (no more storing '--source' as content). (5) planResearch skips questions whose text is not a non-empty string instead of emitting question:undefined. +13 RED-first regression tests; 143 green.

Code-review gate. Issue #656. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

* refactor(#657): extract researcher documentation_lookup to shared @-reference

6 researcher agents carried a near-duplicate <documentation_lookup> block; consolidate into gsd-core/references/research-documentation-lookup.md (@-included). Unifies the ctx7 CLI fallback to the safer 'command -v ctx7' guard (drops silent 'npx --yes ctx7@latest' execution in 5 agents). Behavior-preserving dedup; inventory 63->64 references. Phase A of the agent collapse.

Issue #657. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

* refactor(#657): extract researcher philosophy + verification-protocol to shared @-references

philosophy and the pitfalls+pre-submission-checklist common-core were near-duplicated in project/phase researchers; consolidate into gsd-core/references/research-{philosophy,verification-protocol}.md (@-included). phase-researcher keeps its 3 extra checklist items inline. Pre-submission domains checklist made agent-agnostic so project-researcher doesn't lose features/architecture coverage. Write-contract intentionally left inline (bug-214 tests assert it verbatim). Inventory 64->66 refs. Behavior-preserving. Phase A.

Issue #657. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

* feat(#657): wire gsd-phase-researcher to the Research seam (Phase B / S1)

The phase researcher now CALLS the code seam instead of carrying inline mechanics: provider waterfall -> 'gsd-tools query research-plan' (+ research-store put to cache digests); confidence-tier prose -> 'gsd-tools query classify-confidence'; slopcheck pip-install protocol -> 'gsd-tools query package-legitimacy check'. This makes the Research module a real runtime consumer (validates the seam end-to-end, addresses reviewer S1) and removes the duplicated waterfall/confidence/slopcheck prose. RESEARCH.md output contract, commit step, structured returns, and Phase-A @-includes unchanged. package-legitimacy-gate.test.cjs rewritten prose-grep -> behavioral (asserts the seam invocation).

Issue #657. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

* feat(#657): wire gsd-project-researcher to the seam + add tavily/ref/jina MCP tools (Phase C.1)

project-researcher now calls gsd-tools query research-plan / classify-confidence (+ research-store put) instead of the inline provider waterfall + confidence-tier prose (mirrors the phase-researcher rewire; no package-legitimacy — phase-only). Output contract (STACK/FEATURES/ARCHITECTURE/PITFALLS/SUMMARY.md + sections, no-commit, structured returns, Phase-A @-includes) unchanged. Adds mcp__tavily/ref/jina__* to the project/phase/ui researcher tools frontmatter (Balanced provider set) so install.js MCP mapping (C.2) has a consumer.

Issue #657. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

* test(#657): cover tavily/ref/jina MCP install handling + frontmatter parity guard (Phase C.2)

Investigation: exa/firecrawl have no explicit per-runtime tool-mapping — every mcp__<server>__* except context7 rides the generic passthrough (Copilot lowercases; OpenCode/Cursor/Windsurf/Augment keep as-is; Gemini auto-discovers). tavily/ref/jina are handled identically, no install path broken. Added 12 copilot-install passthrough tests + a mcp-tool-inheritance parity guard (tavily co-declared with exa, jina with firecrawl, ref present across the 3 web researchers) so the MCP set can't drift. No io.github registry ids invented (none sourceable in-repo); documented as a follow-up. 488 tests green.

Issue #657. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

* feat(#657): profiles as source of truth for researcher agents + drift-guard (Phase C.3)

scripts/research-profiles.cjs declares each of the 7 researcher agents' identity + contract (name, description, color, tools, required @-includes, required gsd-tools seam calls, output-contract markers). scripts/gen-research-agents.cjs --check validates every committed agent against its profile; --write regenerates ONLY the frontmatter from profiles (body untouched) and is a verified no-op against the current agents (zero diff = fidelity). tests/research-agent-profiles.test.cjs is the DEFECT.GENERATIVE-FIX drift guard. Design note: profiles govern the generatable/contract surface rather than destructively regenerating the disparate operational prose bodies (those were deduped via @-includes in Phase A). scripts/ is not inventoried (no inventory change).

Issue #657. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

* fix(#657): complete agent provider-dispatch + parity guard; align legitimacy field; validate profiles

Adversarial-review findings: (HIGH) the seam-wired agents' Step-C dispatch only mapped 6 providers, so a planResearch result of jina/ref/perplexity/brave (reachable via the waterfall fallbacks) had no handling -> agent stall; completed both agents' dispatch to all 9 PROVIDER_WATERFALL ids + a catch-all, and added a parity test asserting agent dispatch stays in sync with research-provider PROVIDER_WATERFALL (DEFECT.GENERATIVE-FIX). (MEDIUM) phase-researcher package-legitimacy JSON example used 'package' but the module returns 'name' -> aligned. (LOW) gen-research-agents checkAgent now returns a clear failure for a malformed profile instead of throwing. +parity/validation tests (RED-first).

Issue #657. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

* fix(#656): make classifyConfidence verification-evidence-driven (W3)

Confidence conflated provider authority with claim verification — context7/ref
stamped HIGH purely by provider identity, and the only verification lever was a
self-set --verified flag. Split into two axes: provider authority (static) +
verification evidence (code-computed). HIGH now requires ground-truth
corroboration (legitimacyVerdict OK), independent of provider; authority alone
caps at MEDIUM; SLOP caps at LOW; the self-reported --verified is demoted to a
MEDIUM-only web lever. HIGH = corroborated-against-authoritative-source, not a
correctness guarantee. Adds --legitimacy-verdict to the classify-confidence CLI;
updates CONTEXT.md predicate + ADR-0656 (tier set unchanged, ADR-consistent).

Addresses davesienkowski's W3 review on #664.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>

* fix(#656): bind classify-confidence verdict to code, closing CLI self-grading

Adversarial review found the new --legitimacy-verdict flag was caller-supplied,
so an agent could self-assert OK->HIGH without any real legitimacy check —
reintroducing the exact self-grading hole W3 closes. Remove the free flag; the
CLI now computes the verdict via checkPackages only when --package/--ecosystem
is given (code-computed, not agent-asserted). Update the stale CLI test
(context7 alone -> MEDIUM) and extend the property test to vary legitimacyVerdict.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>

---------

Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-06-05 17:58:48 -04:00

815 lines
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Markdown

# GSD Core Architecture
> System architecture for contributors and advanced users. For user-facing documentation, see [Feature Reference](FEATURES.md) or [User Guide](USER-GUIDE.md).
---
## Table of Contents
- [System Overview](#system-overview)
- [Design Principles](#design-principles)
- [Component Architecture](#component-architecture)
- [Agent Model](#agent-model)
- [Data Flow](#data-flow)
- [File System Layout](#file-system-layout)
- [Installer Architecture](#installer-architecture)
- [Hook System](#hook-system)
- [CLI Tools Layer](#cli-tools-layer)
- [Runtime Abstraction](#runtime-abstraction)
---
## System Overview
GSD Core 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 (see [Context engineering](explanation/context-engineering.md))
2. **Multi-agent orchestration** — Thin orchestrators that spawn specialized agents with fresh context windows (see [Multi-agent orchestration](explanation/multi-agent-orchestration.md))
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 │
│ gsd-core/workflows/*.md — Orchestration logic │
│ (Reads references, spawns agents, manages state) │
└──────┬──────────────┬─────────────────┬──────────────┘
│ │ │
┌──────▼──────┐ ┌─────▼─────┐ ┌────────▼───────┐
│ AGENT │ │ AGENT │ │ AGENT │
│ (fresh │ │ (fresh │ │ (fresh │
│ context) │ │ context)│ │ context) │
└──────┬──────┘ └─────┬─────┘ └────────┬───────┘
│ │ │
┌──────▼──────────────▼─────────────────▼──────────────┐
│ CLI TOOLS LAYER │
│ gsd-tools.cjs command families + domain modules │
│ command-routing-hub + observability seams │
└──────────────────────┬───────────────────────────────┘
│
┌──────────────────────▼───────────────────────────────┐
│ 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 (`gsd-core/workflows/*.md`) never do heavy lifting. They:
- Load context via `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 (hyphen form, `/gsd-command-name`)
- **OpenCode / Kilo:** Slash commands (hyphen form, `/gsd-command-name`)
- **Codex:** Skills (`$gsd-command-name`)
- **Copilot:** Slash commands (hyphen form, `/gsd-command-name`)
- **Gemini CLI:** Slash commands under the `gsd:` namespace (colon form, `/gsd:command-name`) — Gemini namespaces all custom commands under their plugin id, so the install path rewrites every body-text reference to colon form
- **Antigravity:** Skills
**Total commands:** see [`docs/INVENTORY.md`](INVENTORY.md#commands) for the authoritative count and full roster.
#### Two-stage hierarchical routing (v1.40, [#2792](https://github.com/open-gsd/gsd-core/issues/2792))
To keep the eager skill-listing token cost low, v1.40 introduces six namespace **meta-skills** (`gsd-workflow`, `gsd-project`, `gsd-quality`, `gsd-context`, `gsd-manage`, `gsd-ideate` — sourced from `commands/gsd/ns-*.md`, but the invocable `name:` is the bare form shown here) layered above the concrete sub-skills. The model sees 6 namespace routers (~120 tokens) instead of a flat 86-skill listing (~2,150 tokens), selects a namespace, then routes to the concrete sub-skill via a routing table embedded in the namespace router's body. Namespace skills are **additive** — every concrete command is still directly invocable.
The router descriptions use pipe-separated keyword tags (≤ 60 chars) per the Tool Attention research showing keyword-dense tags outperform prose for routing at ~40 % the token cost.
#### MCP token-budget interaction
The eager skill listing is one of two recurring per-turn token costs. The other is the MCP tool schema injected by every enabled MCP server in `.claude/settings.json`. Heavyweight MCP servers (browser/playwright, Mac-tools, Windows-tools) can each cost 20 k+ tokens per turn — often dwarfing what `model_profile` tuning saves. The toggle lives in the Claude Code harness (`enabledMcpjsonServers` / `disabledMcpjsonServers` in `.claude/settings.json`) and is **not** a GSD concern. Together, the two-stage routing layer (#2792) and disciplined MCP enablement are the largest cost levers per turn. See [`docs/USER-GUIDE.md`](USER-GUIDE.md) and `references/context-budget.md` for the audit checklist.
### Workflows (`gsd-core/workflows/*.md`)
Orchestration logic that commands reference. Contains the step-by-step process including:
- Context loading via `gsd-tools.cjs init` handlers
- Agent spawn instructions with model resolution
- Gate/checkpoint definitions
- State update patterns
- Error handling and recovery
**Total workflows:** see [`docs/INVENTORY.md`](INVENTORY.md#workflows) for the authoritative count and full roster.
#### Progressive disclosure for workflows
Workflow files are loaded verbatim into Claude's context every time the
corresponding `/gsd-*` command is invoked. To keep that cost bounded, the
workflow size budget enforced by `tests/workflow-size-budget.test.cjs`
mirrors the agent budget from #2361:
| Tier | Per-file line limit |
|-----------|--------------------|
| `XL` | 1700 — top-level orchestrators (`execute-phase`, `plan-phase`, `new-project`) |
| `LARGE` | 1500 — multi-step planners and large feature workflows |
| `DEFAULT` | 1000 — focused single-purpose workflows (the target tier) |
`workflows/discuss-phase.md` is held to a stricter <500-line ceiling per
issue #2551. When a workflow grows beyond its tier, extract per-mode bodies
into `workflows/<workflow>/modes/<mode>.md`, templates into
`workflows/<workflow>/templates/`, and shared knowledge into
`gsd-core/references/`. The parent file becomes a thin dispatcher that
Reads only the mode and template files needed for the current invocation.
`workflows/discuss-phase/` is the canonical example of this pattern —
parent dispatches, modes/ holds per-flag behavior (`power.md`, `all.md`,
`auto.md`, `chain.md`, `text.md`, `batch.md`, `analyze.md`, `default.md`,
`advisor.md`), and templates/ holds CONTEXT.md, DISCUSSION-LOG.md, and
checkpoint.json schemas that are read only when the corresponding output
file is being written.
### 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:** 33
### References (`gsd-core/references/*.md`)
Shared knowledge documents that workflows and agents `@-reference` (see [`docs/INVENTORY.md`](INVENTORY.md#references-41-shipped) for the authoritative count and full roster):
**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 (`gsd-core/templates/`)
Markdown templates for all planning artifacts. Used by `gsd-tools.cjs template fill` / `phase.scaffold` (and top-level `scaffold`) 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` | Foreground trigger for the background update check |
| `gsd-check-update-worker.js` | (helper) | Background worker spawned by `gsd-check-update.js`; no direct event registration |
| `gsd-prompt-guard.js` | `PreToolUse` | Scans `.planning/` writes for prompt injection patterns (advisory) |
| `gsd-read-injection-scanner.js` | `PostToolUse` | Scans Read tool output for injected instructions in untrusted content |
| `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 |
See [`docs/INVENTORY.md`](INVENTORY.md#hooks-11-shipped) for the authoritative 11-hook roster.
### Command Routing Hub (`gsd-core/bin/lib/command-routing-hub.cjs`)
CJS command family routers dispatch through `CommandRoutingHub`. The hub owns the no-throw pure-result contract (`hub.dispatch()` catches internal exceptions and returns `{ ok: false, kind, ...typedPayload }`) and the closed runtime error taxonomy (`UnknownCommand`, `InvalidArgs`, `HandlerRefusal`, `HandlerFailure`). Router adapters remain thin CLI translators — they build the hub, call `dispatch`, then map the Result to `output()`/`error()` calls. The runtime is single-path (no dual-runtime mode selection). See `docs/adr/0174-retire-gsd-sdk-package-boundary.md`.
### Research Module (`src/research-{store,provider}.cts`, `src/package-legitimacy.cts`)
The Research Module implements an **L2-hybrid seam**: code owns the cache, provider policy, and package legitimacy verdicts; MCP owns the actual network fetch.
Three compiled modules (generated to `gsd-core/bin/lib/*.cjs` per ADR-457) are reachable via `gsd-tools query research-plan | research-store | package-legitimacy`:
- **Research Store** — content-addressed cache (`sha256(ecosystem+library+version+query+kind)`) with per-source TTL (curated-doc: 30 d, medium: 7 d, web/synthesis: 1 d) and two storage tiers: `~/.gsd/research-cache` for cross-project curated-doc hits, `.planning/research/.cache` for project-local web/synthesis results.
- **Research Provider** — single `PROVIDER_WATERFALL` (`Context7→Ref→Jina→websearch` for docs; `Exa→Tavily→Perplexity→Brave→websearch` for web; `Firecrawl→Jina` for scrape-only). `planResearch()` returns cache hits plus a fetch plan; `classifyConfidence()` stamps `HIGH|MEDIUM|LOW` by provider tier.
- **Package Legitimacy** — registry-API verdicts (npm/PyPI/crates.io injectable adapters) producing `OK|SUS|SLOP` per package. `slopcheck` is an optional escalate-only adapter; absence leaves registry verdicts intact rather than downgrading everything to `[ASSUMED]`.
**Data flow:**
```
agent
│
▼
gsd-tools query research-plan ← Research Provider: check cache, build fetch plan
│
├── [cache hits] ──────────────────► RESEARCH.md (digest only, no raw content)
│
└── [fetch plan] ──────────────────► MCP fetch (agent calls MCP tools with the plan)
│
▼
gsd-tools query research-store (put)
│
▼
RESEARCH.md path returned to orchestrator
```
Agents always return a `RESEARCH.md` path, never raw fetched content. Context discipline is enforced through subagent isolation, compact provider output, and fetch-to-disk. See [ADR-0656](adr/0656-research-module-seam.md).
### CLI Tools (`gsd-core/bin/`)
Node.js CLI utility (`gsd-tools.cjs`) with domain modules split across `gsd-core/bin/lib/` (see [`docs/INVENTORY.md`](INVENTORY.md#cli-modules-33-shipped) for the authoritative roster):
| Module | Responsibility |
| ---------------------- | --------------------------------------------------------------------------------------------------- |
| `core.cjs` | Error handling, output formatting, shared utilities; compatibility re-exports for planning helpers |
| `planning-workspace.cjs` | Planning seam (`planningDir`, `planningPaths`, active workstream routing, `.planning/.lock`) |
| `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 / state patch / state advance-plan
```
### Primary Agent Spawn Categories
Conceptual spawn-pattern taxonomy for the 21 primary agents. For the authoritative 31-agent roster (including the 10 advanced/specialized agents such as `gsd-pattern-mapper`, `gsd-code-reviewer`, `gsd-code-fixer`, `gsd-ai-researcher`, `gsd-domain-researcher`, `gsd-eval-planner`, `gsd-eval-auditor`, `gsd-framework-selector`, `gsd-debug-session-manager`, `gsd-intel-updater`), see [`docs/INVENTORY.md`](INVENTORY.md#agents-31-shipped).
| 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
│ └── Package Legitimacy Gate: slopcheck on every package; [SLOP] removed,
│ [SUS]/[ASSUMED] flagged; Audit table written to RESEARCH.md
├── Planner (with reachability check) → PLAN.md files
│ └── checkpoint:human-verify injected before [ASSUMED]/[SUS] installs;
│ T-{phase}-SC STRIDE row added for install-bearing plans
├── Plan Checker → Verify loop (max 3x)
├── Requirements coverage gate (REQ-IDs → plans)
└── Decision coverage gate (CONTEXT.md `<decisions>` → plans, BLOCKING — #2492)
│
▼
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
└── Decision coverage gate (CONTEXT.md decisions → shipped artifacts, NON-BLOCKING — #2492)
│
▼
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)
├── skills/gsd-*/SKILL.md # Global skills (authoritative roster: docs/INVENTORY.md)
├── commands/gsd/*.md # Local Claude installs use slash commands instead of global skills
├── gsd-core/
│ ├── bin/gsd-tools.cjs # CLI utility
│ ├── bin/lib/*.cjs # Domain modules (authoritative roster: docs/INVENTORY.md)
│ ├── workflows/*.md # Workflow definitions (authoritative roster: docs/INVENTORY.md)
│ ├── references/*.md # Shared reference docs (authoritative roster: docs/INVENTORY.md)
│ └── templates/ # Planning artifact templates
├── agents/*.md # Agent definitions (authoritative roster: docs/INVENTORY.md)
├── hooks/*.js # Node.js hooks (statusline, guards, monitors, update check)
├── hooks/*.sh # Shell hooks (session state, commit validation, phase boundary)
├── settings.json # Hook registrations
└── VERSION # Installed version number
```
Equivalent paths for other runtimes:
- **OpenCode:** `~/.config/opencode/` global or `./.opencode/` local
- **Kilo:** `~/.config/kilo/` global or `./.kilo/` local
- **Gemini CLI:** `~/.gemini/` global or `./.gemini/` local
- **Codex:** `~/.codex/` global or `./.codex/` local
- **Copilot:** `~/.copilot/` global or `./.github/` local
- **Antigravity:** auto-detected global root (`~/.gemini/antigravity/`, `~/.gemini/antigravity-ide/`, or `~/.gemini/antigravity-cli/`) or `./.agent/` local
- **Cursor:** `~/.cursor/` global or `./.cursor/` local
- **Windsurf:** `~/.codeium/windsurf/` global or `./.windsurf/` local
- **Augment Code:** `~/.augment/` global or `./.augment/` local
- **Trae:** `~/.trae/` global or `./.trae/` local
- **Qwen Code:** `~/.qwen/` global or `./.qwen/` local
- **Hermes Agent:** `~/.hermes/` global or `./.hermes/` local
- **CodeBuddy:** `~/.codebuddy/` global or `./.codebuddy/` local
- **Cline:** `~/.cline/` global or project-root `.clinerules` 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 # YAML frontmatter carries `last_mapped_commit`
│ ├── ARCHITECTURE.md # for the post-execute drift gate (#2003)
│ ├── 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-capture --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)
```
### Post-Execute Codebase Drift Gate (#2003)
After the last wave of `/gsd-execute-phase` commits, the workflow runs a
non-blocking `codebase_drift_gate` step (between `schema_drift_gate` and
`verify_phase_goal`). It compares the diff `last_mapped_commit..HEAD`
against `.planning/codebase/STRUCTURE.md` and counts four kinds of
structural elements:
1. New directories outside mapped paths
2. New barrel exports at `(packages|apps)/<name>/src/index.*`
3. New migration files
4. New route modules under `routes/` or `api/`
If the count meets `workflow.drift_threshold` (default 3), the gate either
**warns** (default) with the suggested `/gsd-map-codebase --paths …` command,
or **auto-remaps** (`workflow.drift_action = auto-remap`) by spawning
`gsd-codebase-mapper` scoped to the affected paths. Any error in detection
or remap is logged and the phase continues — drift detection cannot fail
verification.
`last_mapped_commit` lives in YAML frontmatter at the top of each
`.planning/codebase/*.md` file; `bin/lib/drift.cjs` provides
`readMappedCommit` and `writeMappedCommit` round-trip helpers.
---
## Installer Architecture
The installer (`bin/install.js`, ~10,700 lines) handles:
1. **Runtime detection** — Interactive prompt or CLI flags (`--claude`, `--opencode`, `--gemini`, `--kilo`, `--codex`, `--copilot`, `--antigravity`, `--cursor`, `--windsurf`, `--augment`, `--trae`, `--qwen`, `--hermes`, `--codebuddy`, `--cline`, `--all`)
2. **Location selection** — Global (`--global`) or local (`--local`)
3. **File deployment** — Copies commands, skills, workflows, references, templates, agents, and 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
- Cursor: Skills-first with Cursor rule references
- Windsurf: Skills-first with Windsurf rule references
- Trae: Skills-first install to `~/.trae` / `./.trae` with no `settings.json` or hook integration
- Qwen Code: Skills-first with Qwen-branded path and prompt rewrites
- Hermes Agent: Category-based skills under `skills/gsd/`
- CodeBuddy: Skills-first with CodeBuddy path and prompt rewrites
- 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-update --reapply`
8. **Manifest tracking** — Writes `gsd-file-manifest.json` for clean uninstall
9. **Uninstall mode** — `--uninstall` removes all GSD files, hooks, and settings
Install-time file moves, stale-artifact cleanup, config rewrites, and user-data
preservation are governed by the Installer Migration Module. See
[Installer Migrations](installer-migrations.md) and
[ADR 0008](adr/0008-installer-migration-module.md).
The migration module also owns the gated first-time baseline scan for legacy
installs, classifying known runtime install surfaces before later migrations
remove or rewrite anything.
The plan drift guard (`plan_review.source_grounding`) — which verifies symbol references in generated plans against live source before execution — is specified in [ADR 22](adr/22-plan-drift-guard.md).
### 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
### Package Legitimacy Gate (v1.42.1)
The researcher → planner → executor pipeline includes a supply-chain gate against slopsquatting (AI-hallucinated package names pre-registered with malicious post-install scripts).
**Threat model:** GSD automates the full path from "researcher names a package" to "executor runs `npm install`". A hallucinated name that passes `npm view` (proving only registration, not legitimacy) would previously flow through undetected. ~20% of AI-generated package references are hallucinated; ~43% of those names recur consistently across prompts, making pre-registration economically viable for attackers.
**Gate layers:**
| Layer | Component | Action |
|-------|-----------|--------|
| Research | `gsd-phase-researcher` | Runs `slopcheck install <pkgs> --json`; writes `## Package Legitimacy Audit` table to RESEARCH.md; strips `[SLOP]` packages before RESEARCH.md is written |
| Planning | `gsd-planner` | Reads Audit table; inserts `checkpoint:human-verify` before any `[ASSUMED]` or `[SUS]` install task; adds `T-{phase}-SC` STRIDE supply-chain row to `<threat_model>` |
| Execution | `gsd-executor` | RULE 3 excludes package installation from auto-fix scope; failed installs surface as checkpoints, never silent substitutions |
**Claim provenance integration:** Package names discovered via WebSearch are tagged `[ASSUMED]` (not `[VERIFIED]`) regardless of `npm view` result. This extends the existing `[ASSUMED]` / `[VERIFIED]` / `[CITED]` provenance system by enforcing the provenance tag as a hard gate at the install boundary — `[ASSUMED]` always generates a `checkpoint:human-verify` in PLAN.md.
**Ecosystem coverage:** The researcher uses registry-specific verification commands — `npm view` (Node), `pip index versions` (Python), `cargo search` (Rust) — rather than a single generic check. This catches cross-ecosystem hallucination (~9% rate documented in 2025 USENIX research).
**Graceful degradation:** If `slopcheck` is unavailable, every recommended package is tagged `[ASSUMED]` and gated with a checkpoint. Research and planning proceed; the system never hard-fails on a missing tool dependency.
**External dependency:** `slopcheck` (MIT, pip-installable). If abandoned, the `[ASSUMED]`-gate fallback maintains human-checkpoint coverage.
---
### Security Hooks (v1.27)
For a conceptual overview of how the hook and guard layers fit into the broader security approach, see [Security model](explanation/security-model.md).
**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 Install Contract Matrix
This matrix describes the runtime surfaces the installer materializes today.
The migration-specific ownership and source snapshots live in
[Installer Migrations](installer-migrations.md#runtime-configuration-contract-registry).
| Runtime | Global root | Local root | Invocation surface | Agent surface | Config and hooks |
| --- | --- | --- | --- | --- | --- |
| Claude Code | `~/.claude` | `./.claude` | Global `skills/gsd-*/SKILL.md`; local `commands/gsd/*.md` | `agents/gsd-*.md` | `settings.json` hook and statusLine entries |
| OpenCode | `~/.config/opencode` | `./.opencode` | `command/gsd-*.md` | `agents/gsd-*.md` | `opencode.json` or `opencode.jsonc`; no GSD hooks |
| Kilo | `~/.config/kilo` | `./.kilo` | `command/gsd-*.md` | `agents/gsd-*.md` | `kilo.json` or `kilo.jsonc`; no GSD hooks |
| Gemini CLI | `~/.gemini` | `./.gemini` | `commands/gsd/*.toml` | `agents/gsd-*.md` | `settings.json` feature flag, hooks, and statusline |
| Codex | `~/.codex` | `./.codex` | `skills/gsd-*/SKILL.md` | `agents/` source markdown plus per-agent TOML | `config.toml` `[agents.gsd-*]`, `[features].hooks` (canonical; legacy alias `codex_hooks` is recognized and migrated forward on reinstall, #3566), and hook tables |
| GitHub Copilot | `~/.copilot` | `./.github` | `skills/gsd-*/SKILL.md` and `copilot-instructions.md` | `.agent.md` files | No GSD hooks or statusline |
| Antigravity | auto-detected: `~/.gemini/antigravity`, `~/.gemini/antigravity-ide`, or `~/.gemini/antigravity-cli` | `./.agent` | `skills/gsd-*/SKILL.md` | `agents/gsd-*.md` | Gemini-style `settings.json` hook entries when installed by GSD |
| Cursor | `~/.cursor` | `./.cursor` | `skills/gsd-*/SKILL.md` | `agents/gsd-*.md` | Rule references under `rules/`; no GSD hooks |
| Windsurf | `~/.codeium/windsurf` | `./.windsurf` | `skills/gsd-*/SKILL.md` | `agents/gsd-*.md` | Rule references under `rules/`; no GSD hooks |
| Augment Code | `~/.augment` | `./.augment` | `skills/gsd-*/SKILL.md` | `agents/gsd-*.md` | No GSD hooks or statusline |
| Trae | `~/.trae` | `./.trae` | `skills/gsd-*/SKILL.md` | `agents/gsd-*.md` | Rule references under `rules/`; no GSD hooks |
| Qwen Code | `~/.qwen` | `./.qwen` | `skills/gsd-*/SKILL.md` | `agents/gsd-*.md` | Common GSD settings and hook entries where supported |
| Hermes Agent | `~/.hermes` | `./.hermes` | `skills/gsd/DESCRIPTION.md` plus `skills/gsd/gsd-*/SKILL.md` | `agents/gsd-*.md` | Common GSD settings and hook entries where supported |
| CodeBuddy | `~/.codebuddy` | `./.codebuddy` | `skills/gsd-*/SKILL.md` | `agents/gsd-*.md` | Common GSD settings and hook entries where supported |
| Cline | `~/.cline` | project root | `.clinerules` | Rules only | No GSD hooks or statusline |
### Upstream Contract Sources
Runtime install expectations are checked against primary documentation where
available. The current source snapshot is 2026-05-11:
- Claude Code: Anthropic slash commands, settings, hooks, and subagents docs.
- OpenCode and Kilo: OpenCode config docs and Kilo custom subagent docs.
- Gemini CLI and Qwen Code: command/config docs; Qwen command docs were last
updated 2026-05-06.
- Codex: OpenAI Codex docs and `config-schema.json`; the installer also carries
Codex 0.124.0 compatibility for agent table shape.
- Copilot, Cursor, Cline, Augment, Hermes, and CodeBuddy: vendor docs for
custom instructions, rules, skills, or config.
- Antigravity, Windsurf, and Trae: source-limited rows. The installer documents
current compatibility shims, and migrations must refresh those sources before
rewriting their 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.
---
## Related
- [Multi-agent orchestration](explanation/multi-agent-orchestration.md)
- [Security model](explanation/security-model.md)
- [CLI tools](CLI-TOOLS.md)
- [docs index](README.md)