* enhance(#4404): add offline token benchmark for compact-content splits ADR-4139 Decision 2 requires the finite-attention justification for workflow.compact_content to be measured, not asserted. `npm run benchmark:compact-content` computes, per registered spine/detail split discovered under gsd-core/workflows/, the token count with the split active (spine alone) vs inactive (spine + all detail parts read back in), using gpt-tokenizer (pinned exact devDependency — Anthropic publishes no tokenizer for Claude 3+, so every output surface labels this a PROXY-TOKENIZER comparison: the on/off delta is exact under one tokenizer applied identically to both sides, the absolute counts are not Claude's real ones). Reporting-only by design and verified so: --check diffs the live recompute against a committed baseline (tests/fixtures/compact-content-benchmark-baseline.json) and prints drift, but never exits non-zero for a drifted or missing baseline — the only thing allowed to fail this script is a genuine I/O error reading a source .md file it's measuring. Not wired into lint:ci or pretest. Discovery is deliberately reimplemented rather than importing tests/helpers/compact-content-split.cjs (Phase 3, #4403), keeping a scripts/ reporting tool from depending on a test-only module. tests/fixtures/deny-network.cjs preloads via NODE_OPTIONS=--require to prove the benchmark makes no network call, monkeypatching http/https/ net/dns/fetch to throw rather than relying on sandboxing. docs/CONFIGURATION.md documents the new benchmark against the workflow.compact_content key to satisfy this repo's docs-required gate for an Added-type changeset. Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com> * fix(#4404): address orthogonal review findings on the token benchmark Standards axis found two hard violations against documented rules: - CLAUDE.md's Generative Fix Divergence rule requires a parity assertion for shared discovery logic maintained in two places. Added a test comparing benchmark-compact-content.cjs's own discoverRegisteredSplits against tests/helpers/compact-content-split.cjs's version on the real repo tree, so the two can never silently drift apart. - The changeset body closed its bold span with a period and continued as a second sentence, instead of the canonical `**<phrase>** — <explanation>.` shape CONTRIBUTING.md documents. Spec axis found the "network disabled + identical output across two runs" Done-when criterion was verified as two separate properties (determinism tested without network denial, offline survival tested as a single run) rather than as one combined property. Added a test that runs the benchmark twice under the deny-network preload and asserts byte-identical stdout. Security axis found tests/fixtures/deny-network.cjs didn't patch dns.promises (a separate binding from the callback dns API), tls.connect, or http2.connect — inert today since nothing in the benchmark calls them, but a silent gap in what the preload's own header claims to guarantee. Patched all three. CLAUDE.md's Property-Based Testing rule also requires a fast-check test for budget-limit arithmetic; added one for computeAggregate's off/on summation (true sum over N splits, never NaN/Infinity, never exceeds 100% when off >= on for every split). Standards axis's remaining two findings (a Data Clumps observation on the {offTokens, onTokens, reductionPct} triple, and mild duplication in formatDriftReport's three line-formatters) are left as judgement calls: introducing a named type for a 3-field local tuple, or a formatter abstraction for three short lines, would be exactly the premature abstraction CLAUDE.md's engineering guidance warns against for a script this size. All changes verified directly (parity logic, the fast-check property, and the three newly-denied network surfaces actually throwing under the preload) via node -e before committing; full npm run lint:ci passes with the eslint cache cleared. Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com> * docs(#4404): backfill changeset pr number to 4502 Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com> --------- Co-authored-by: sim <sim@local> Co-authored-by: Claude Sonnet 5 <noreply@anthropic.com>
GSD Core documentation
Documentation is organised into four quadrants: tutorials help you learn by doing, how-to guides solve specific tasks, reference states authoritative facts, and explanation explores concepts and design decisions.
Language versions: English · Português (pt-BR) · 日本語 · 简体中文
Tutorials
- Your first project — install to first shipped phase, one guaranteed path
- Onboarding an existing codebase — bring GSD Core to a brownfield repo
- Build your first capability — author a tiny declarative capability and watch it act in the loop
- Install your first capability — install a third-party capability end-to-end: consent, verify, check for updates, remove
How-to guides
- Install on your runtime — runtime-specific install steps for all 16 supported runtimes
- Install a minimal GSD and add skills later — install only the core skills, then grow the surface with profiles and
/gsd-surface - Attach a plugin-provided skill to a GSD agent — use the
global:plugin:skillentry form to load Claude Code plugin skills into agent prompts - Discuss a phase — capture implementation decisions before planning begins
- Resolve edge-coverage findings — turn the spec phase's surfaced domain-boundary edges into covered, dismissed, or backstopped spec decisions
- Probe edges in a non-English project — get real edge coverage on a spec written in another language, and tell "no edges here" apart from "the probe could not read it"
- Resolve prohibition findings — turn the spec phase's surfaced must-NOT constraints into resolved, dismissed, or deferred spec decisions
- Resolve an unreachable-workflow finding — wire or fully sweep a shipped workflow that no command, agent, or skill references
- Acknowledge emitted-artifact drift — declare a deliberate emitted-byte ripple or workflow/agent growth in a commit trailer, and migrate an older ack fragment
- Change the STATE.md schema — add, change or remove a STATE.md frontmatter key and keep the template and all five reference documents in step
- Resolve verify-command path findings — fix an
<automated>verify command whose target directory does not resolve from the executor's cwd - State a failing direction — say what output constitutes failure for an
<automated>verify command, and migrate a phase planned before the rule - Resolve a contract-drift finding — bring an agent's completion contract, read-tag gate, or deleted-file test reference back into agreement with the registry
- Resolve unreachable-guard findings — fix shell guards whose fallback arm cannot run, and tell "nothing to report" apart from "could not look"
- Declare a hook's crash policy — terminate a GSD hook with
allow/deny/crash, declare itsON_CRASHpolicy, and tell a hook's own crash apart from a check that could not run at all - Resolve a skipped capability probe — act on a coverage gate that held your phase for an unestablished scope, or a planning checkpoint that reported
skippedinstead of a verdict - Diagnose which gsd-tools is running — tell this package's tool apart from the predecessor's colliding binary and from a gsd-core too old to identify itself
- Resolve an ESLint glob-coverage finding — bring a source file that matches no lint rule under coverage, or record a reasoned exemption
- Resolve a raw-terminator finding — pick
runMain/ExitError,terminateNow, orprocess.exitCodefor alocal/require-registered-exitfinding, and know the two allowlist entries and the rule's documented evasions - Adopt the v2 exit contract — turn on
gsd-tools's versioned exit-code projection, read the code table including what80(DEGRADED) means, and migrate a CI gate that treats any non-zero exit as fatal - Read the statusline freshness marker — turn on
state ~N commits back, and tell "STATE.md is fresh" apart from "freshness could not be established" - Consume the planning snapshot — read
planning inspectfrom a dashboard or harness, and tell "nothing to report" apart from "could not look" - Read CI timeout budget signals — find the near-cap warning on a run, read the accumulated
tests/ci-timeout-budget-history.jsonltrend, and know which lever (cap, shard balance, shard-1 contents) a repeatedly-near-cap lane calls for - Consume the state contract — read
.planning/state.jsonfrom a workbench or editor extension, gate on the contract version, and tell "nothing to show" apart from "could not look" - Keep planning docs out of a shared repo — make
.planning/local-only, including untracking files git already tracks (the step.gitignorealone cannot do) - Publish PRs without planning artifacts — keep
.planning/committed locally, so worktrees and/gsd-undokeep working, whileplanning.pr_strictkeeps every planning path out of the branch you push - Plan a phase — run research, decompose work, and verify plan quality
- Verify a dependency-compatibility claim — act on a compatibility claim the researcher left
[ASSUMED], and tell "nothing declared" apart from "a constraint is declared" and "the lookup failed" - Execute a phase — run plans in parallel waves with fresh-context subagents
- Enable parallel reviewer lanes — cut a multi-reviewer
/gsd-reviewpass toward its slowest lane, and tell a rate-limited lane apart from one that was never selected - Enable concurrent per-plan planners in chunked mode — dispatch chunked
/gsd-plan-phase's per-plan Tasks together within one outline Wave instead of one at a time, and know when the setting has no effect - Verify and ship — walk through completed work, diagnose failures, and create the PR
- Catch complexity before it compounds — enable the post-execute refactor hook, read a proposal's score vs. anchor delta, and accept or decline it
- Run phases autonomously — use autonomous mode for unattended phase execution
- Handle quick and fast tasks — use
/gsd-quickand/gsd-fastfor ad-hoc work outside the phase loop - Batch quick tasks — run several
/gsd-quick-shaped tasks together with/gsd-quick-batch, understand capacity/isolation, and recover a failed or interrupted batch - Configure model profiles — switch between quality, balanced, and budget model tiers
- Control which host runtime GSD reports — read the
agent_runtimeladder, understand what host detection looks at, and pin the runtime when detection is not what you want - Set up cross-AI review — configure a second AI to review code produced by the primary agent
- Scope code review depth by path — escalate
/gsd-code-reviewtodeepfor sensitive directories while the rest of the repo stays at the default depth - Work in parallel with workstreams — run independent lines of work simultaneously using workstreams
- Isolate work with workspaces — use workspaces to sandbox experimental or risky changes
- Debug a failed execution — diagnose and recover from broken or incomplete phase execution
- Interpret scope-conformance warnings — read the advisory the worktree-wave merge emits when a plan branch commits outside its declared scope
- Interpret install-shadow warnings — read the advisory GSD Core emits when a
/gsd-*trigger is installed at both scopes and one silently wins, and tell "nothing to report" apart from "could not look" - Interpret
state validateresults — read thescopereason codes and tell "nothing to report" apart from "could not look" - Spike and sketch — use
/gsd-spikeand/gsd-sketchfor exploratory work before committing to a plan - Design a UI phase — use the UI phase loop for frontend and visual work
- Enable live-DOM verification — opt a project into browser-backed UI acceptance checks during execution, handle the browser-profile lock, and tell "nothing to report" apart from "could not look"
- Develop a Capability for GSD 1.5+ — add feature Capabilities, hook fragments, and registry entries
- Develop a task-content resolver capability — declare a
taskContentResolversoexecute-plan.mdresolves per-task content from your external issue tracker instead ofPLAN.md - Ship a reviewer lane in your capability — declare a
reviewerbody so/gsd-reviewdiscovers, invokes, and renders your external review CLI or model endpoint - List your reviewer lane in the registry — publish a lane you have built to the Reviewer Lane Registry so other people can find and install it
- Take over a capability or EoS integration — assume maintainership of an existing third-party capability, reviewer lane, or EoS host integration through a handoff, an adoption fork, first-party absorption, or a de-listing
- Add or update a host's integration — set a host's documentation-sourced
runtime.hostIntegrationaxes (ADR-1239 Phase A), with theundocumentedsentinel rule - Migrate an install test to the executed plan — convert an
fs.existsSync-probing install test group to a value assertion againstinstallRuntimeArtifacts's executed-plan return, and test against a fake fs adapter - Vendor a dependency — add a third-party package
gsd-core/bin/**needs at runtime as a verbatim vendored artifact, keep it out ofdependencies, and pick the right upstream bundle - Turn a capability off (and keep it off) — disable a capability via the surface, or gate individual hooks off without removing the capability
- Drive GSD from a tracker issue — start a phase from a GitHub, Linear, or Jira issue
- Migrate from GSD 2 — upgrade an existing GSD 2 project to GSD Core
- Update GSD — re-run the installer to pick up the latest release
- Clean up get-shit-done-cc — remove leftover old-package artifacts that cause a spurious
⬆ /gsd-updateindicator after migrating to@opengsd/gsd-core - Fix the worktree base-mismatch (exit 42) error — resolve the branch-divergence condition that halts parallel phase execution
- Recover and troubleshoot — fix common problems, rebuild context, and uninstall
Reference
- Commands — every command with flags and examples
- Configuration — full config schema, model profiles, git branching strategies
- CLI tools —
gsd-tools.cjsprogrammatic API for workflows and agents - JSON error mode —
gsd-toolsfailure channels: faults (stderr, exit 1) vs degraded results (stdout, exit 0), and the reason-code taxonomy - Features — complete feature index
- Inventory — installed skills and surface map
- STATE.md schema — field-by-field reference for
.planning/STATE.md - CONTEXT.md schema — field-by-field reference for
.planning/phases/<N>/CONTEXT.md - PLAN.md schema — field-by-field reference for
.planning/phases/<N>/PLAN.md - Planning artifacts — all
.planning/files and their roles - Review and verification capabilities — code review, security, and Nyquist capability ownership and hook contracts
- Gate predicates — canonical specification of the phase-gate predicate vocabulary
- Capability matrix — generated catalogue of every capability's role, tier, extension points, hook kinds, and
engines.gsd - Exit code reference — generated catalogue of every registered process exit code, its name, meaning, and owning module, plus the reserved bands and the v1/v2 exit contract
- Capability manifest — the full
capability.jsonschema and validation rules gsd capabilitycommand — install / update / remove / list reference for third-party capabilities- Workflow fragments — in-file
<!-- gsd:section -->marker grammar for fragmentizing workflow markdown at emission time - Partition rules for compact-content splits — the protected-content list, sentinel syntax, and the five CI checks a
workflow.compact_contentspine/detail split must obey - Reviewer Lane Registry — generated catalogue of third-party reviewer lanes, with their flags, transport, and install commands
Explanation
- Context engineering — how context rot forms and how GSD Core prevents it
- The phase loop — design rationale for the Discuss → Plan → Execute → Verify → Ship cycle
- Multi-agent orchestration — how subagents are spawned, scoped, and coordinated
- Security model — trust boundaries, permissions, and safe automation
- The capability trust model — why third-party capabilities are gated by consent + integrity + reversibility, not a sandbox
- How overlay capabilities compose — why first-party always wins and how the loader resolves precedence, conflicts, and fail-open load-failure warnings
- Architecture — system architecture, agent model, and data flow
- The Embeddable Orchestration System — one public, versioned contract for embedding GSD across many hosts
- Discuss modes — assumptions mode vs interview mode for
/gsd-discuss-phase - Context monitoring — context window monitoring hook architecture
- Issue-driven orchestration — recipe for driving GSD from a tracker issue using existing primitives
Related
- What's new in 1.7.0 — curated highlights of the 1.7.0 release
- Root README — landing page, quickstart, and documentation overview
- Changelog — release history