Files
gstack/write-skill/SKILL.md.tmpl
T
Garry Tanandcapy-ai[bot] ade35bc813 v1.94.29.0 R56: everything in gstack earns its place (principle, evidence gates, inventory) (#3837)
* eval-plan: a no-gstack arm needs masking, install and audit lines

prereg --check now refuses a loaded comparison whose ## No-gstack arm
section lacks masking:, install: or audit:, or says none for one of them
(PREREG_NO_GSTACK_ARM). On Capy, run agents inherit the instruction to load
the user-drive gstack skill, so the arm hides both Capy drives, checks that
no gstack is installed, and audits drive reads; an arm that read a gstack
skill file is contaminated and gets zero credit (TESTING_INTERNALS.md
#no-gstack-arm). The prereg template, /eval-plan, troubleshooting and the
two passing prereg fixtures carry the new lines. eval-plan's paragraph was
dieted to hold its context-budget ceiling.

Evidence: safety: keeps the no-gstack control uncontaminated (Captain order, FOUN-32 via GGST-6)
Co-authored-by: capy-ai[bot] <230910855+capy-ai[bot]@users.noreply.github.com>

* inventory: the R56 evidence ledger, gstack-inventory and skill-bill EVIDENCE

docs/inventory/evidence.json holds one row per inventory key: the skill
folders discoverTemplates() finds (root skill as gstack, symlinked folders
excluded) plus seven shared parts, 71 keys. lib/inventory.ts validates each
row by its status's own fields, with named codes (LEDGER_*), and joins the
ledger with lib/context-bill.ts buildBill. bin/gstack-inventory writes
docs/inventory.md, --check validates (exit 1 with codes), --json prints.
Paid dispatches per run for /ship and /autoplan are quoted from their own
docs and found by line, so a moved citation fails --check
(INVENTORY_SOURCE_MISSING). Every current row is grandfathered and seeded
from GEVA-2's table (org-gstack-gbrain/research/gstack-part-evidence.json):
in-flight fair tests and proposed registry rows as plans, earlier unfair
results under prior with why (stub, unmasked, ceiling, ...), five safety
rows. gstack-skill-bill prints the skill's EVIDENCE line.

Evidence: plan none (owner ruling R56, GST-914); the ledger itself is the measurement record
Co-authored-by: capy-ai[bot] <230910855+capy-ai[bot]@users.noreply.github.com>

* ETHOS 9, Earn Its Place: factory, /write-skill and /autoplan carry it

Garry, 2026-11-02: "Also work this principle of only include it if it is
beneficial and good into gstack". ETHOS.md principle 9 states the rule, the
fair test (claude_code preset, frontier models per R54, masked no-gstack
arm), the R48 Why-null cycle, the safety exception, and measure biggest
first, linking docs/inventory.md. factory.md item 8 cites it, trimmed
elsewhere to 3,298 of 3,300 bytes with no rule dropped. /write-skill's edit
ladder step 2 is the evidence rule and section 4 adds the Evidence: commit
line. /autoplan's CEO phase lists each part a plan adds to gstack with its
evidence or owned, dated plan; two redundant lines went to keep autoplan
under its size pins (pins lowered by 17). CONTRIBUTING.md "Adding a new
skill" and docs/skills.md point at the ledger.

Skill-Size: 3273→3666 bytes (write-skill/SKILL.md.tmpl)
Skill-Size: 12738→12721 bytes (autoplan/sections/ceo-phase.md)
Evidence: plan none (owner ruling R56, GST-914); write-skill and autoplan rows stay grandfathered untested
Co-authored-by: capy-ai[bot] <230910855+capy-ai[bot]@users.noreply.github.com>

* fixup! inventory: the R56 evidence ledger, gstack-inventory and skill-bill EVIDENCE

Co-authored-by: capy-ai[bot] <230910855+capy-ai[bot]@users.noreply.github.com>

* inventory: list the evidence table's other names and its unmapped rows

Ledger rows carry aliases (the name GEVA-2's table uses where it differs from the key, such as upgrade for gstack-upgrade), and docs/inventory.md lists them beside the installed-name rule. Unmapped rows are labeled as evidence-table rows, and the ranking notes that a skill's on-demand files can also be a shared row's.

Co-authored-by: capy-ai[bot] <230910855+capy-ai[bot]@users.noreply.github.com>

* docs: the first inventory snapshot and the R56 changelog fragment

docs/inventory.md is generated by bin/gstack-inventory at the previous commit: 71 parts ranked by load per run, 0 helps, 0 no-effect, 0 hurts, 16 untested with a plan (4 fair tests under way, 12 proposed), 50 untested with plan none, 5 safety.

Co-authored-by: capy-ai[bot] <230910855+capy-ai[bot]@users.noreply.github.com>

* inventory: investigate's step procedure is a fair-test CUT-CANDIDATE (GST-814)

Co-authored-by: capy-ai[bot] <230910855+capy-ai[bot]@users.noreply.github.com>

* docs: the inventory snapshot after investigate's no-effect row

Co-authored-by: capy-ai[bot] <230910855+capy-ai[bot]@users.noreply.github.com>

* inventory: only the seeded backlog may be grandfathered, so a new part's row is checked (review fix)

Co-authored-by: capy-ai[bot] <230910855+capy-ai[bot]@users.noreply.github.com>

* inventory: devex-review and retro name their GEVA-2 registry rows (R56-11, R56-12)

Co-authored-by: capy-ai[bot] <230910855+capy-ai[bot]@users.noreply.github.com>

* docs: the inventory snapshot after the review fixes

Co-authored-by: capy-ai[bot] <230910855+capy-ai[bot]@users.noreply.github.com>

* inventory: a concrete plan is a path, gstack-inventory never writes into a gstack install, and the ledger checks aliases, r48 and prior.why (review fixes)

Co-authored-by: capy-ai[bot] <230910855+capy-ai[bot]@users.noreply.github.com>

* inventory: investigate's no-effect row notes that only Opus 5.5 was measured

Co-authored-by: capy-ai[bot] <230910855+capy-ai[bot]@users.noreply.github.com>

* docs: the inventory snapshot after the review fixes

Co-authored-by: capy-ai[bot] <230910855+capy-ai[bot]@users.noreply.github.com>

* changelog: R56 counts after investigate's row; grandfathering and the install guard

Co-authored-by: capy-ai[bot] <230910855+capy-ai[bot]@users.noreply.github.com>

* test: register inventory-grandfathered.json as a free fixture

free-suite (1) at e56d3312c failed FREE_FIXTURES inventory: the pinned grandfather fixture from d0b3028b5 had no paid touchfile and no FREE_FIXTURES entry. Its only reader is test/inventory.test.ts.

Co-authored-by: capy-ai[bot] <230910855+capy-ai[bot]@users.noreply.github.com>

---------

Co-authored-by: capy-ai[bot] <230910855+capy-ai[bot]@users.noreply.github.com>
2026-11-03 17:08:30 +00:00

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3.6 KiB
Cheetah

---
name: write-skill
preamble-tier: 2
version: 0.1.0
description: |
Write a new agent skill or improve one without bloat: the edit ladder,
levels, drift and size checks, full diets. Use when asked to "write a skill",
"improve this skill", "add this lesson to the <name> skill" or "put this
skill on a diet". (gstack)
codex_default_prompt: "Use $gstack-write-skill to change this skill the lean way: fix the tool first, edit the line that already covers the idea, and record the size before and after."
triggers:
- write a skill
- improve this skill
- add this lesson to the skill
- put this skill on a diet
allowed-tools:
- Bash
- Read
- Write
- Edit
- Grep
- Glob
- AskUserQuestion
---
{{PREAMBLE}}
# /write-skill: write and improve skills, lean
## 1. Find the skill
Run `~/.claude/skills/gstack/bin/gstack-skill-bill <name|folder>`. It prints the skill's kind,
its size per level and its `EVIDENCE:` row. A new skill: make the folder first (in a gstack checkout, follow CONTRIBUTING.md
"Adding a new skill"), then write every line by sections 2 and 3.
- `user`: edit it in place.
- `gstack-install`: never edit; gstack-upgrade overwrites it. Edit `<skill>/SKILL.md.tmpl` in a gstack checkout, or
copy the skill to a folder the user owns.
- `gstack-checkout`: edit `SKILL.md.tmpl`, never `SKILL.md`, then `bun run gen:skill-docs`.
## 2. Levels
Put each fact on the lowest level that still reaches the agent before it needs it.
| Level | Holds | Loaded |
|---|---|---|
| description | one trigger per case | every session |
| SKILL.md | what every task needs | every use |
| `references/` | what some tasks need, behind a line saying when to read it | that case |
| the tool's `--help` | flags, values, examples | when the agent picks the command |
| the tool's replies, errors, tests | the right name, the fix, the next step | when a guess is wrong |
## 3. Edit ladder
Stop at the first step that handles the change.
1. **Fix it below the skill.** A clearer error, a flag, a check or a test in the tool. Prose is for judgment calls.
2. **Earn its place.** Add a skill, step, instruction, check or default only with evidence it helps frontier models
or a dated plan to measure it (skill-evals `tasks.json` or an /eval-plan prereg). If a fresh session does it right
without the line, add nothing.
3. **Edit, don't append.** Change the line that already covers the idea; each meaning lives in one place.
4. **Pick its level** (section 2).
5. **Rule, not story.** One positive rule under a short name; the incident goes in the commit message.
Keep two or three safety lines inline for each risky area: writes, data leaving the machine, paid spend.
When code changes a name or flag a skill teaches, update the skill in the same change.
## 4. Check and record
- Run `~/.claude/skills/gstack/bin/gstack-skill-bill` before and after, and put `Skill-Size: <before>→<after> bytes (<file>)` in the commit
message. DUE means it grew over 10% since its last `Skill-Diet:` commit: diet it instead of adding.
- Add `Evidence: <run id, results file or commit>`, `Evidence: plan <tasks.json or prereg> measure_by <date>` or
`Evidence: safety: <reason>`. A new gstack skill adds its `docs/inventory/evidence.json` row (`gstack-inventory --check`).
- In a gstack checkout: `bun test test/skill-bin-drift.test.ts test/parity-suite.test.ts` and the budgets in
CONTRIBUTING.md. A red context-budget ratchet means diet, not a higher ceiling.
- Rerun the case that prompted the change in a fresh session.
## Look up the rest
- Full diet of a large, bloated or drifted skill → read `references/diet.md` in this skill's folder.