gstack/docs/inventory.md

gstack inventory: every part, its load per run and its evidence

Generated by bin/gstack-inventory from evidence.json, the hand-kept ledger, and lib/context-bill.ts. Measured at commit 56c1fb045 (2026-11-04). This is a dated snapshot: rerun bin/gstack-inventory to refresh it; bin/gstack-inventory --check validates the ledger. The rule: ETHOS.md: 9. Earn Its Place.

Token counts are offline estimates (estimate: calibrated bytes/token per content class, about ±40%), not billed tokens.

Status	Parts
helps	1
no-effect	1
hurts	0
untested, with a plan	17
untested, plan none	48
safety	5

Parts by load per run

Load per run: a skill's SKILL.md plus the files it must read on every use (perInvocationTokens in lib/context-bill.ts); a shared part's files. Tier 2+ skills also read the shared preamble once per session (its own row). On demand: the skill's other sections/ and references/ files, read when a step asks for them; files a shared row also counts, such as /ship's review sections, appear in both. Always-on: frontmatter every session's skill scanner reads.

Rank	Part	Kind	Load per run (tokens)	On demand (tokens)	Always-on (tokens)	Loads	Status	Source, plan or reason
1	ship-review-panel	shared	23,370	n/a	n/a	every /ship run, by depth	untested	plan: GEVA-2 registry row R56-1 (org-gstack-gbrain/research/gstack-part-evidence.json registry_rows; proposed, not yet preregistered) (grandfathered)
2	design-review	skill	20,159	7,778	101	every use	untested	plan: GEVA-2 registry row R56-9 (org-gstack-gbrain/research/gstack-part-evidence.json registry_rows; proposed, not yet preregistered) (grandfathered)
3	ship	skill	14,587	70,907	91	every use	untested	plan: GEVA-2 registry row R56-4 (org-gstack-gbrain/research/gstack-part-evidence.json registry_rows; proposed, not yet preregistered) (grandfathered)
4	plan-ceo-review	skill	14,394	21,203	313	every use	untested	plan: GEVA-2 registry row R56-5 (org-gstack-gbrain/research/gstack-part-evidence.json registry_rows; proposed, not yet preregistered) (grandfathered)
5	review	skill	14,268	41,459	185	every use	helps	sources: gstack-evals #207 (baa599a9) wiki/board/2026-11-04-geva-271-r2-after-pin-results, gstack-evals #211 (81daa79) wiki/board/2026-11-04-geva-281-r2-after-pin-results-home-field; R48 KEEP; caveats: one unit: /review and the contract Stop hook were measured together, and neither gets credit alone; 42 of 66 gstack sessions ran the review readers only after the hook blocked them (24 unprompted), and that split is not randomized; home-field bias in gstack's favor: 41 of the 42 blocking bugs in stacks-r1 came from gstack-family reviews, so +22.6 may run high; a suite seeded from other reviewers' bugs would remove the bias (GEVA-2 lists it as future work); development suite: stacks-r1 is a development suite, so the result makes no release claim and holds only for these 33 units at these settings
6	devex-review	skill	14,025	0	74	every use	untested	plan: GEVA-2 registry row R56-11 (org-gstack-gbrain/research/gstack-part-evidence.json registry_rows; proposed, not yet preregistered) (grandfathered)
7	plan-design-review	skill	13,351	12,986	79	every use	untested	plan: GEVA-2 registry row R56-7 (org-gstack-gbrain/research/gstack-part-evidence.json registry_rows; proposed, not yet preregistered) (grandfathered)
8	retro	skill	12,262	1,515	234	every use	untested	plan: GEVA-2 registry row R56-12 (org-gstack-gbrain/research/gstack-part-evidence.json registry_rows; proposed, not yet preregistered) (grandfathered)
9	plan-devex-review	skill	11,104	20,474	80	every use	untested	plan: GEVA-2 registry row R56-6 (org-gstack-gbrain/research/gstack-part-evidence.json registry_rows; proposed, not yet preregistered) (grandfathered)
10	autoplan-phases	shared	10,709	n/a	n/a	every /autoplan run, by scope	untested	plan: folded into GEVA-2 registry row R56-3 (autoplan); proposed, not yet preregistered (grandfathered)
11	office-hours	skill	10,424	23,078	280	every use	untested	plan: none (grandfathered)
12	autoplan	skill	10,288	20,158	394	every use	untested	plan: GEVA-2 registry row R56-3 (org-gstack-gbrain/research/gstack-part-evidence.json registry_rows; proposed, not yet preregistered) (grandfathered)
13	plan-eng-review	skill	9,837	25,963	74	every use	untested	plan: GEVA-2 registry row R56-2 (org-gstack-gbrain/research/gstack-part-evidence.json registry_rows; proposed, not yet preregistered) (grandfathered)
14	design-consultation	skill	9,557	10,864	282	every use	untested	plan: GEVA-2 registry row R56-10 (org-gstack-gbrain/research/gstack-part-evidence.json registry_rows; proposed, not yet preregistered) (grandfathered)
15	setup-gbrain	skill	9,146	10,921	106	every use	untested	plan: none (grandfathered)
16	codex	skill	8,991	10,358	68	every use	untested	plan: none (grandfathered)
17	sync-gbrain	skill	8,886	0	85	every use	untested	plan: none (grandfathered)
18	design-shotgun	skill	8,470	1,208	248	every use	untested	plan: none (grandfathered)
19	plan-tune	skill	8,447	0	107	every use	untested	plan: none (grandfathered)
20	spec	skill	8,305	7,759	92	every use	untested	plan: none (grandfathered)
21	browse	skill	8,238	5,938	81	every use	untested	plan: none (grandfathered)
22	design-html	skill	8,096	5,844	82	every use	untested	plan: none (grandfathered)
23	land-and-deploy	skill	7,651	16,188	71	every use	untested	plan: GEVA-2 registry row R56-8 (org-gstack-gbrain/research/gstack-part-evidence.json registry_rows; proposed, not yet preregistered) (grandfathered)
24	catalog	shared	7,592	n/a	7,592	every session	untested	plan: Run D (GEVA-2, 2026-11-02): gstack-evals wiki/plans/2026-11-01-geva-125-untold-discovery-prereg (#125, main 9820b14), untold gstack vs placebo vs no gstack, preset vs stub, Opus 5.5, GPT-6.1 Sol and particle-1; also measures /investigate's description (grandfathered)
25	benchmark	skill	7,430	961	72	every use	untested	plan: none (grandfathered)
26	canary	skill	7,034	0	66	every use	untested	plan: none (grandfathered)
27	qa	skill	6,957	13,909	74	every use	untested	plan: none (grandfathered)
28	scrape	skill	6,647	0	80	every use	untested	plan: none (grandfathered)
29	captain	skill	6,550	9,194	127	every use	untested	plan: none (grandfathered)
30	preamble	shared	5,743	n/a	n/a	every tier 2+ skill run, inside that skill's load	untested	plan: I1 ceremony cut (GEVA-2, 2026-11-02): gstack-evals wiki/plans/2026-11-01-geva-108-ceremony-cut-prereg (#122, main 409ff47) with its G3 amendment (#128), preset, Opus 5.5 and particle-1 (grandfathered)
31	gstack-upgrade	skill	5,726	0	59	every use	untested	plan: none (grandfathered)
32	context-restore	skill	5,715	1,734	84	every use	untested	plan: none (grandfathered)
33	document-generate	skill	5,466	0	110	every use	untested	plan: none (grandfathered)
34	ios-qa	skill	5,368	1,378	84	every use	untested	plan: none (grandfathered)
35	skillify	skill	5,317	0	80	every use	untested	plan: none (grandfathered)
36	capy-skill	shared	5,315	n/a	n/a	every Capy session	untested	plan: none (grandfathered)
37	setup-deploy	skill	5,216	0	73	every use	untested	plan: none (grandfathered)
38	qa-only	skill	5,205	3,460	68	every use	untested	plan: none (grandfathered)
39	eval-plan	skill	5,107	0	108	every use	untested	plan: none (grandfathered)
40	investigate	skill	5,059	3,729	598	every use	no-effect	sources: GST-814 (HARN-1, 2026-11-02), org-gstack-gbrain handoffs/HARN-14/hard-follow-2026-11/decision-rule.md; R48 CUT-CANDIDATE
41	health	skill	5,041	0	68	every use	untested	plan: none (grandfathered)
42	gstack	skill	4,990	n/a	59	every use	untested	plan: none (grandfathered)
43	pair-agent	skill	4,811	0	63	every use	untested	plan: none (grandfathered)
44	make-pdf	skill	4,730	1,767	65	every use	untested	plan: none (grandfathered)
45	context-save	skill	4,637	0	65	every use	untested	plan: none (grandfathered)
46	cso	skill	4,456	4,759	95	every use	safety	reason: security: supported security findings with explicit coverage; kept on its security reason (GEVA-2 marks it exempt; GStack Minder may reclassify it)
47	open-gstack-browser	skill	4,429	0	74	every use	untested	plan: none (grandfathered)
48	design-motion	skill	4,295	4,995	86	every use	untested	plan: none (grandfathered)
49	test-audit	skill	4,201	0	82	every use	untested	plan: none (grandfathered)
50	document-release	skill	4,049	10,260	72	every use	untested	plan: none (grandfathered)
51	diagram	skill	3,895	0	112	every use	untested	plan: none (grandfathered)
52	benchmark-models	skill	3,822	0	77	every use	untested	plan: none (grandfathered)
53	runaway-stopper	skill	3,672	571	78	every use	untested	plan: docs/evals/runaway-stopper-prereg.md (owner GStack Minder (GSTA-36), measure by 2026-11-24)
54	ubicloud	skill	3,638	0	83	every use	untested	plan: none (grandfathered)
55	modernize	skill	3,418	0	94	every use	untested	plan: none (grandfathered)
56	setup-browser-cookies	skill	3,289	0	79	every use	untested	plan: none (grandfathered)
57	deslop-shared-libs	skill	3,100	0	64	every use	untested	plan: none (grandfathered)
58	landing-report	skill	2,971	0	71	every use	untested	plan: none (grandfathered)
59	ship-docs-audit	shared	2,730	n/a	n/a	every /ship run	untested	plan: folded into GEVA-2 registry row R56-4 (ship); proposed, not yet preregistered (grandfathered)
60	verify	skill	2,678	0	91	every use	untested	plan: none (grandfathered)
61	ios-design-review	skill	2,367	0	76	every use	untested	plan: none (grandfathered)
62	ios-sync	skill	2,240	0	90	every use	untested	plan: none (grandfathered)
63	ios-clean	skill	2,214	0	86	every use	untested	plan: none (grandfathered)
64	write-skill	skill	2,158	795	100	every use	untested	plan: none (grandfathered)
65	ios-fix	skill	2,096	0	69	every use	untested	plan: none (grandfathered)
66	learn	skill	1,989	0	66	every use	untested	plan: none (grandfathered)
67	careful	skill	1,126	0	171	every use	safety	reason: safety guard: warns before destructive commands (rm -rf, DROP TABLE, force-push); kept on that reason, an average score cannot see the rare bad run it stops
68	freeze	skill	1,043	0	234	every use	safety	reason: safety guard: hard-blocks edits outside one directory; kept on that reason
69	guard	skill	908	0	348	every use	safety	reason: safety guard: careful and freeze together; kept on that reason
70	capy-factory	shared	884	n/a	n/a	every Capy session	untested	plan: none (grandfathered)
71	unfreeze	skill	372	0	65	every use	safety	reason: safety guard: the off switch for freeze's edit restriction; kept with the guard it releases
72	claude-code	skill	n/a	n/a	n/a	every use	untested	plan: none (grandfathered)

Measure next

Untested parts, largest load per run first. A fair test runs the claude_code preset, frontier models (Opus 5.5 and GPT-6.1 Sol, plus at most one named low-cost primary) and a masked no-gstack arm (TESTING_INTERNALS.md). Safety rows are not on this list.

Order	Part	Load per run (tokens)	Plan
1	ship-review-panel	23,370	GEVA-2 registry row R56-1 (org-gstack-gbrain/research/gstack-part-evidence.json registry_rows; proposed, not yet preregistered) (grandfathered)
2	design-review	20,159	GEVA-2 registry row R56-9 (org-gstack-gbrain/research/gstack-part-evidence.json registry_rows; proposed, not yet preregistered) (grandfathered)
3	ship	14,587	GEVA-2 registry row R56-4 (org-gstack-gbrain/research/gstack-part-evidence.json registry_rows; proposed, not yet preregistered) (grandfathered)
4	plan-ceo-review	14,394	GEVA-2 registry row R56-5 (org-gstack-gbrain/research/gstack-part-evidence.json registry_rows; proposed, not yet preregistered) (grandfathered)
5	devex-review	14,025	GEVA-2 registry row R56-11 (org-gstack-gbrain/research/gstack-part-evidence.json registry_rows; proposed, not yet preregistered) (grandfathered)
6	plan-design-review	13,351	GEVA-2 registry row R56-7 (org-gstack-gbrain/research/gstack-part-evidence.json registry_rows; proposed, not yet preregistered) (grandfathered)
7	retro	12,262	GEVA-2 registry row R56-12 (org-gstack-gbrain/research/gstack-part-evidence.json registry_rows; proposed, not yet preregistered) (grandfathered)
8	plan-devex-review	11,104	GEVA-2 registry row R56-6 (org-gstack-gbrain/research/gstack-part-evidence.json registry_rows; proposed, not yet preregistered) (grandfathered)
9	autoplan-phases	10,709	folded into GEVA-2 registry row R56-3 (autoplan); proposed, not yet preregistered (grandfathered)
10	office-hours	10,424	none (grandfathered)
11	autoplan	10,288	GEVA-2 registry row R56-3 (org-gstack-gbrain/research/gstack-part-evidence.json registry_rows; proposed, not yet preregistered) (grandfathered)
12	plan-eng-review	9,837	GEVA-2 registry row R56-2 (org-gstack-gbrain/research/gstack-part-evidence.json registry_rows; proposed, not yet preregistered) (grandfathered)
13	design-consultation	9,557	GEVA-2 registry row R56-10 (org-gstack-gbrain/research/gstack-part-evidence.json registry_rows; proposed, not yet preregistered) (grandfathered)
14	setup-gbrain	9,146	none (grandfathered)
15	codex	8,991	none (grandfathered)
16	sync-gbrain	8,886	none (grandfathered)
17	design-shotgun	8,470	none (grandfathered)
18	plan-tune	8,447	none (grandfathered)
19	spec	8,305	none (grandfathered)
20	browse	8,238	none (grandfathered)
21	design-html	8,096	none (grandfathered)
22	land-and-deploy	7,651	GEVA-2 registry row R56-8 (org-gstack-gbrain/research/gstack-part-evidence.json registry_rows; proposed, not yet preregistered) (grandfathered)
23	catalog	7,592	Run D (GEVA-2, 2026-11-02): gstack-evals wiki/plans/2026-11-01-geva-125-untold-discovery-prereg (#125, main 9820b14), untold gstack vs placebo vs no gstack, preset vs stub, Opus 5.5, GPT-6.1 Sol and particle-1; also measures /investigate's description (grandfathered)
24	benchmark	7,430	none (grandfathered)
25	canary	7,034	none (grandfathered)
26	qa	6,957	none (grandfathered)
27	scrape	6,647	none (grandfathered)
28	captain	6,550	none (grandfathered)
29	preamble	5,743	I1 ceremony cut (GEVA-2, 2026-11-02): gstack-evals wiki/plans/2026-11-01-geva-108-ceremony-cut-prereg (#122, main 409ff47) with its G3 amendment (#128), preset, Opus 5.5 and particle-1 (grandfathered)
30	gstack-upgrade	5,726	none (grandfathered)
31	context-restore	5,715	none (grandfathered)
32	document-generate	5,466	none (grandfathered)
33	ios-qa	5,368	none (grandfathered)
34	skillify	5,317	none (grandfathered)
35	capy-skill	5,315	none (grandfathered)
36	setup-deploy	5,216	none (grandfathered)
37	qa-only	5,205	none (grandfathered)
38	eval-plan	5,107	none (grandfathered)
39	health	5,041	none (grandfathered)
40	gstack	4,990	none (grandfathered)
41	pair-agent	4,811	none (grandfathered)
42	make-pdf	4,730	none (grandfathered)
43	context-save	4,637	none (grandfathered)
44	open-gstack-browser	4,429	none (grandfathered)
45	design-motion	4,295	none (grandfathered)
46	test-audit	4,201	none (grandfathered)
47	document-release	4,049	none (grandfathered)
48	diagram	3,895	none (grandfathered)
49	benchmark-models	3,822	none (grandfathered)
50	runaway-stopper	3,672	docs/evals/runaway-stopper-prereg.md (owner GStack Minder (GSTA-36), measure by 2026-11-24)
51	ubicloud	3,638	none (grandfathered)
52	modernize	3,418	none (grandfathered)
53	setup-browser-cookies	3,289	none (grandfathered)
54	deslop-shared-libs	3,100	none (grandfathered)
55	landing-report	2,971	none (grandfathered)
56	ship-docs-audit	2,730	folded into GEVA-2 registry row R56-4 (ship); proposed, not yet preregistered (grandfathered)
57	verify	2,678	none (grandfathered)
58	ios-design-review	2,367	none (grandfathered)
59	ios-sync	2,240	none (grandfathered)
60	ios-clean	2,214	none (grandfathered)
61	write-skill	2,158	none (grandfathered)
62	ios-fix	2,096	none (grandfathered)
63	learn	1,989	none (grandfathered)
64	capy-factory	884	none (grandfathered)
65	claude-code	n/a	none (grandfathered)

Shared parts and preamble tiers

Tier	Skills	What loads
1	benchmark, benchmark-models, browse, diagram, gstack, make-pdf, open-gstack-browser, runaway-stopper, scrape, setup-browser-cookies, verify	a short preamble inline in SKILL.md
2	canary, captain, context-restore, context-save, design-html, design-motion, design-shotgun, document-generate, document-release, eval-plan, health, investigate, ios-clean, ios-design-review, ios-fix, ios-sync, landing-report, learn, modernize, pair-agent, plan-tune, retro, setup-deploy, setup-gbrain, skillify, sync-gbrain, test-audit, ubicloud, write-skill	the shared sections/preamble.md (row preamble), once per session
3	autoplan, claude-code, codex, design-consultation, devex-review, ios-qa, office-hours, plan-ceo-review, plan-design-review, plan-devex-review, plan-eng-review, spec	the shared sections/preamble.md (row preamble), once per session
4	design-review, land-and-deploy, qa, qa-only, review, ship	the shared sections/preamble.md (row preamble), once per session
none	careful, cso, deslop-shared-libs, freeze, gstack-upgrade, guard, unfreeze	no preamble

• preamble: shared preamble (sections/preamble.md, identical in every tier 2+ skill) (ship/sections/preamble.md); loads every tier 2+ skill run, inside that skill's load.
• catalog: skill catalog (every skill's frontmatter); loads every session.
• capy-skill: capy/skill/gstack/SKILL.md (capy/skill/gstack/SKILL.md); loads every Capy session.
• capy-factory: capy/skill/gstack/factory.md (capy/skill/gstack/factory.md); loads every Capy session.
• ship-review-panel: /ship review panel (review-army and adversarial sections) (ship/sections/review-army.md, ship/sections/adversarial.md); loads every /ship run, by depth.
• ship-docs-audit: /ship docs audit (Step 14.5) (ship/sections/documentation.md); loads every /ship run.
• autoplan-phases: /autoplan CEO, design, DX and eng phases (autoplan/sections/ceo-phase.md, autoplan/sections/design-phase.md, autoplan/sections/dx-phase.md, autoplan/sections/eng-phase.md); loads every /autoplan run, by scope.

Paid dispatches per run

Each count is quoted from the file and line named; bin/gstack-inventory --check fails when a quoted line moves away.

Skill	What	Count	Source
ship	Step 9 review, pass 1, light depth, docs or tests only	1 reader (the core checklist)	docs/review-policy.md:295
ship	Step 9 review, pass 1, light depth, code	3 readers (core, one batched specialist, native adversarial), plus the outside voice on a diff that publishes numbers	docs/review-policy.md:296
ship	Step 9 review, pass 1, standard depth	the batched specialist, the Red Team at 200 runtime lines, adversarial and outside voice	docs/review-policy.md:297
ship	Step 9 review, pass 1, full depth	the batched specialist on the whole diff and the Red Team always	docs/review-policy.md:298
ship	targeted reader on money, gate, auth or secret code	+1 at every depth	docs/review-policy.md:446
ship	audits (Steps 7, 8 and 14.5)	3	lib/ship-budget-calibration.json:3
ship	measured: one /ship child (gstack-evals#31)	10 review dispatches	lib/ship-budget-calibration.json:43
ship	prior cost of one dispatch on the Capy meter	7,430,000 tokens	lib/ship-budget-calibration.json:56
autoplan	voices per phase (native and outside)	2	autoplan/DRIVER.md.tmpl:25
autoplan	phases per round: CEO and Eng always, Design with UI scope, DX with developer-facing scope	2 to 4, so 4 to 8 voice dispatches a round	autoplan/SKILL.md.tmpl:99
autoplan	CEO spec review loop	up to 3 launches	autoplan/sections/ceo-phase.md.tmpl:50
autoplan	review rounds per phase (new unattended runs)	up to 2	lib/autoplan-budget.ts:23
autoplan	reserved per voice on Capy or under a spend cap	$5	lib/autoplan-budget.ts:25

Earlier results that do not count yet

• stub: ran on the Agent SDK stub prompt, not the claude_code preset.
• small-tier: Haiku, Sonnet or another non-frontier model only.
• unmasked: no mask recorded: the no-gstack arm predates the masking rule and was not re-checked.
• ceiling: control at the ceiling, so no difference could show.
• no-true-no-gstack-arm: the none arm still had gstack installed.
• no-exposure: the model never used the part.
• not-claude-code: ran outside Claude Code (Messages API, Codex or Capy).
• variant-only: variant against variant, no no-gstack arm.

Part	Result	Why it does not count	Note
investigate	gstack-evals #109 stacks round 1 TB2 (GEVA-89, GEVA-93), wiki/board/2026-11-01-geva-93-stacks-round-1-tb2-results	stub, no-exposure, unmasked	Opus +3 points [-3, +9] at 1.9x cost; debug report in 0 of 111 trials; particle-1 -5 [-14, +1]
investigate	GSTA-12 Lane B quick look 2, wiki/board/2026-10-29-gsta-12-laneb-quick-2-results	stub, unmasked	Opus gstack minus none -7 [-13, -2] at 1.7x cost; did not replicate
investigate	GSTA-30 Lane B quick look 3 (#89), wiki/board/2026-10-30-gsta-30-laneb-quick-3-results	stub, small-tier	gstack arms on Sonnet, particle-1, DeepSeek and Haiku; Opus ran the none arm only
investigate	HARN-14 replication (harness-evals #181, unmerged)	stub, small-tier	Haiku 5.5: gstack minus none +3.5 [-12.3, +20.0]
learn	GSTA-13, GEVA-54 and GEVA-65 Lane A runs (wiki/board/2026-10-28-gsta-13-quick-look-3-results and the GEVA-54 and GEVA-65 posts)	stub, no-true-no-gstack-arm, ceiling	Opus contract tasks 27/30 vs 27/30
learn	GEVA-65 Lane A rerun row 5 (GPT-6.1 Sol in Codex)	not-claude-code, no-true-no-gstack-arm	Sol failed the no-code-change safety task in 5 of 9 skill trials vs 0 of 3 without; small n, a lead to check, not a hurts verdict
office-hours	GSTA-13 quick look 3 Lane A, wiki/board/2026-10-28-gsta-13-quick-look-3-results	stub, no-true-no-gstack-arm	contract tasks on Opus: gstack 74% vs none 28%; the tasks grade the skill's own contract, a manipulation check, not lift
office-hours	GEVA-65 Lane A rerun, wiki/board/2026-10-31-geva-65-lanea-shakedown-rerun-results	stub, no-true-no-gstack-arm	Opus before 0.67, after 0.76, none 0.36
plan-ceo-review	CEO panel v2 admission (GEVA-142), wiki/board/2026-11-02-geva-142-ceo-panel-v2-admission-results (open PR #131)	ceiling, unmasked	preset, Opus 5.5 only: must-fix recall 1.00 in all three arms; plain invocation ran the procedure in 0 of 16
plan-ceo-review	Planning R1a pilot (GEVA-102), wiki/board/2026-11-01-geva-102-planning-r1a-pilot-stop (#114)	stub, ceiling, unmasked	none-opus 8/8; gstack-opus read the sections file in 0 of 4
review	gstack-evals #108 stacks round 1 review (GEVA-89), wiki/board/2026-11-01-geva-89-stacks-round-1-review-results	stub, no-exposure, unmasked	Opus 5.5 blocking recall 9.5% vs 7.1%, +2.4 points [-6.4, +11.1]; specialists and adversarial pass ran in 0 of 66 sessions
review	gstack-evals #120 R1 blind re-judge (GEVA-113), wiki/board/2026-11-01-geva-113-r1-blind-rejudge-results	stub, unmasked	gstack-opus minus none-opus +3.5 points [-9.6, +16.7]
review	GSTA-11 quick look 1 review replay, wiki/board/2026-10-28-gsta-11-review-replay-results	not-claude-code, unmasked	/review's prompts through the Messages API; Opus recall 44% vs 39% plain, 12 bugs
preamble	GEVA-100 exposure counts, org-gstack-gbrain/research/why-null-stacks-r1.md (GEVA-100)	stub, no-exposure	ceremony sections ran in 0 of 66 Opus review sessions and 6 of 111 Opus TB2 trials; no effect estimate
catalog	GSTA-12 Lane B quick look 1, wiki/board/2026-10-29-gsta-12-laneb-quick-results	stub, no-exposure, unmasked	untold skill opened in 0 of 180 gstack-arm trials; Opus gstack minus none +5 [-3, +17]
ship-review-panel	gstack-evals #120 R1 blind re-judge (GEVA-113), wiki/board/2026-11-01-geva-113-r1-blind-rejudge-results	stub, not-claude-code, unmasked	arm C minus none +56.9 points [40.5, 72.2]; the none arm ran on the stub, arm C in Capy at another gstack version, on a cohort mined from gstack's own catches
ship-review-panel	GSTA-48 review no-loss arm D (#77), wiki/board/2026-10-30-gsta-48-review-noloss-arm-how-to	variant-only, not-claude-code	arm D vs pooled arm C, no no-gstack arm

Key list and aliases

72 keys: 65 skills (the folders discoverTemplates() finds, the root skill as gstack) and 7 shared parts.

• Skills: autoplan, benchmark, benchmark-models, browse, canary, captain, careful, claude-code, codex, context-restore, context-save, cso, design-consultation, design-html, design-motion, design-review, design-shotgun, deslop-shared-libs, devex-review, diagram, document-generate, document-release, eval-plan, freeze, gstack, gstack-upgrade, guard, health, investigate, ios-clean, ios-design-review, ios-fix, ios-qa, ios-sync, land-and-deploy, landing-report, learn, make-pdf, modernize, office-hours, open-gstack-browser, pair-agent, plan-ceo-review, plan-design-review, plan-devex-review, plan-eng-review, plan-tune, qa, qa-only, retro, review, runaway-stopper, scrape, setup-browser-cookies, setup-deploy, setup-gbrain, ship, skillify, spec, sync-gbrain, test-audit, ubicloud, unfreeze, verify, write-skill.
• Shared: preamble, catalog, capy-skill, capy-factory, ship-review-panel, ship-docs-audit, autoplan-phases.
• Installed names: gstack-<name> is key <name> (gstack-ship is ship); gstack-upgrade keeps its name; the root skill installs as gstack.
• Other names (the ledger's aliases): gstack (root skill) → gstack; upgrade → gstack-upgrade; preamble (ceremony) → preamble; always-on skill catalog (descriptions) → catalog; capy/skill/gstack/SKILL.md (Capy context) → capy-skill; capy/skill/gstack/factory.md (Capy context) → capy-factory; ship: review panel (specialist, adversarial, targeted, outside voice, red team) → ship-review-panel; ship: docs audit (Step 14.5) → ship-docs-audit; autoplan: CEO, design, DX and eng phases, outside voice → autoplan-phases.

Not in this inventory

• Out of scope: openclaw/skills/* and browser-skills/* (not gstack skills an agent loads from this checkout), and connect-chrome (a symlink to open-gstack-browser, counted once).
• Evidence-table row "review: Review Army and adversarial pass": a section inside /review, not its own key; R2 measures it as part of the review row's plan.
• Evidence-table row "ship: QA probes (Step 9.2.1)": a step inside /ship with no separate size; folded into the ship row (GEVA-2 registry row R56-4).
• Evidence-table row "gstack as a whole (installed, any skill)": not a single text part; GEVA-2's real-world outcome lane measures it (gstack-evals plan #111), not a measurement plan for any one part.