gstack/docs
Abhijeet Mahagaonkar f7bde4391d feat: add stakeholder lens layer V0.5 (opt-in via --lens)
Ships an opt-in stakeholder-lens layer on /review that runs after the
technical Review Army completes. Zero --lens = zero behavior change.

Core framing: a lens is a loss function, an evidence model, a
materiality threshold, and an escalation policy applied to a bounded
evidence set. Not stakeholder impersonation.

Two lenses in this release:
- insider-abuse (READY) — legitimate authority converted to unauthorized
  outcome without attribution, detection, or approval
- enterprise-readiness (DRAFT) — deployability under CISO / procurement /
  operations governance; ships as DRAFT pending its own Go/No-Go eval

Four additional lens specifications ship in DRAFT / DEFERRED status for
future evaluation: incentive-abuse, regulatory-defensibility,
investor-diligence, competitive-durability.

Design guarantees:
- Preserves Review Army unchanged (P1); no touching of review-army.ts,
  review/specialists/, or review/checklist.md
- Independent lens dispatch (Stage A, no tech findings) followed by
  deterministic reconciliation (Stage B) — clean incremental-value
  measurement
- CTO synthesis as a third stage (not another lens): identifies shared
  technical primitives across independently derived lens findings
  without collapsing distinct perspectives
- Evidence clustering (SHARED_EVIDENCE / MULTI_LENS / EVIDENCE_CLUSTER)
  replaces cross-lens 'confirmation'; production exact-match misses are
  not marked NOVEL
- Read-only tool boundary; lens subagents receive a bounded evidence
  bundle, never repository browse tools
- All stakeholder findings default to ASK / INVESTIGATE; autofix_policy
  ask_always on every lens (no stakeholder auto-fix)
- Append-only event log at ~/.gstack/projects/<slug>/lens-events.jsonl
  with stable finding IDs; sensitive-data controls (local-only,
  owner-only permissions, secret-scanned, GBrain opt-in only)
- Per-lens regression harness (9 fixture types per lens) and per-lens
  Go/No-Go criteria for lens graduation to READY

Insider-abuse ships as the Phase 1 validation lens. Enterprise-readiness
remains DRAFT until its own evaluation gate runs. No Phase 1 lens is
claimed as empirically validated in this PR — validation happens
post-merge per REVIEW_LENSES_V0.md Go/No-Go criteria.

Includes:
- review/lenses/{shared-behavior, registry, insider-abuse, enterprise-readiness,
  incentive-abuse, regulatory-defensibility, investor-diligence,
  competitive-durability}.md
- scripts/lenses/{bundle, events, parser, reconcile, registry, routing,
  synthesis, types, yaml-subset, index}.ts
- scripts/resolvers/lens-layer.ts + gen-skill-docs wiring in
  scripts/gen-skill-docs.ts and scripts/resolvers/index.ts
- bin/gstack-lens-{bundle, event, parse, reconcile, registry, route,
  stats, synthesis-validate}
- hosts/claude/agents/{gstack-cto-synthesizer, gstack-lens-output-validator,
  gstack-lens-reviewer}.md
- test/fixtures/lens-regression/{insider-abuse, enterprise-readiness}/cases.json
- test/lens-{registry, bundle, events, layer-resolver, regression-fixtures}.test.ts
- docs/designs/REVIEW_LENSES_V0.md + docs/{product-context, lens-policy}.yaml.example
- setup and bin/gstack-uninstall wired for lens artifacts
2026-07-31 03:17:44 -07:00
..
designs feat: add stakeholder lens layer V0.5 (opt-in via --lens) 2026-07-31 03:17:44 -07:00
evals v1.6.4.0: cut Haiku classifier FP from 44% to 23%, gate now enforced (#1135) 2026-04-23 10:23:40 -07:00
images feat: Completeness Principle — Boil the Lake (v0.6.1) (#140) 2026-03-17 16:34:08 -05:00
spikes v1.57.2.0 feat: AskUserQuestion prose fallback when the tool fails at runtime (#1908) 2026-06-07 21:38:21 -07:00
ADDING_A_HOST.md feat: declarative multi-host platform + OpenCode, Slate, Cursor, OpenClaw (v0.15.5.0) (#793) 2026-04-04 15:32:20 -07:00
ON_THE_LOC_CONTROVERSY.md feat: gstack v1 — simpler prompts + real LOC receipts (v1.0.0.0) (#1039) 2026-04-18 15:05:42 +08:00
OPENCLAW.md feat: native OpenClaw skills + ClaHub publishing (v0.15.10.0) (#832) 2026-04-05 10:07:03 -07:00
REMOTE_BROWSER_ACCESS.md v1.16.0.0 feat: tunnel allowlist 17→26 + canDispatchOverTunnel pure function (#1253) 2026-04-28 00:57:28 -07:00
askuserquestion-cjk.md v1.56.0.0 Token-reduction Phase B + AUQ paranoid safety net (#1849) 2026-06-04 11:14:43 -07:00
askuserquestion-split.md v1.48.0.0 feat: AskUserQuestion split rule + runtime AUTO_DECIDE carve-out (#1740) 2026-05-26 23:43:07 -07:00
domain-skills.md v1.20.0.0 feat: browser-skills runtime + gbrain-support carryover (#1233) 2026-04-28 20:08:04 -07:00
explanation-diataxis-in-gstack.md v1.35.0.0 feat: add /document-generate skill + enhance /document-release with Diataxis coverage map (#1477) 2026-05-14 11:35:32 -04:00
gbrain-sync-errors.md v1.38.0.0 fix wave: Windows install hardening + Unicode sanitization at server egress (4 community PRs) (#1505) 2026-05-14 21:19:58 -07:00
gbrain-sync.md v1.38.0.0 fix wave: Windows install hardening + Unicode sanitization at server egress (4 community PRs) (#1505) 2026-05-14 21:19:58 -07:00
gbrain-write-surfaces.md v1.52.1.0 feat: brain-aware planning — 5 skills read structured gbrain context before asking (#1742) 2026-05-29 08:35:00 -07:00
howto-diagrams-and-formats.md v1.58.0.0 feat: diagram + multi-format document engine (mermaid, excalidraw, single-file HTML, DOCX) (#1990) 2026-06-12 15:38:53 -07:00
howto-document-a-shipped-feature.md v1.35.0.0 feat: add /document-generate skill + enhance /document-release with Diataxis coverage map (#1477) 2026-05-14 11:35:32 -04:00
howto-ios-testing-with-gstack.md docs(ios-qa): document regeneration and device verification flow 2026-07-14 16:35:30 -07:00
lens-policy.yaml.example feat: add stakeholder lens layer V0.5 (opt-in via --lens) 2026-07-31 03:17:44 -07:00
product-context.yaml.example feat: add stakeholder lens layer V0.5 (opt-in via --lens) 2026-07-31 03:17:44 -07:00
skills.md v1.58.0.0 feat: diagram + multi-format document engine (mermaid, excalidraw, single-file HTML, DOCX) (#1990) 2026-06-12 15:38:53 -07:00
tutorial-document-generate.md v1.35.0.0 feat: add /document-generate skill + enhance /document-release with Diataxis coverage map (#1477) 2026-05-14 11:35:32 -04:00