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Use when the user asks to forge, scaffold, or author a new cartridge — content cartridge, department cartridge, or chipset bundle. Drives the cartridge-forge loop (scaffold → fill → gate checks → commit) via the skill-creator cartridge CLI.
$ npx -y skills add Tibsfox/gsd-skill-creator --skill cartridge-forge --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
/cartridge-forgeContext preview
The summary Claude sees to decide when to auto-load this skill.
Use when the user asks to forge, scaffold, or author a new cartridge — content cartridge, department cartridge, or chipset bundle. Drives the cartridge-forge loop (scaffold → fill → gate checks → commit) via the skill-creator cartridge CLI.
name: cartridge-forge description: Use when the user asks to forge, scaffold, or author a new cartridge — content cartridge, department cartridge, or chipset bundle. Drives the cartridge-forge loop (scaffold → fill → gate checks → commit) via the skill-creator cartridge CLI. description-frequency: on-demand user-invocable: true version: 1.0.0 format: 2025-10-02 triggers: - "the user asks to forge, scaffold, or author a new cartridge — content cartridge, department cartridge, or chipset bundle" updated: 2026-04-25 status: ACTIVE
Forge a new cartridge end-to-end using the `skill-creator cartridge` CLI. The forge is the toolchain that builds cartridges; this skill is the playbook that drives it.
Trigger on any of:
Do **not** trigger for migrating legacy cartridges (that is `cartridge migrate`) or for forking an existing one (that is `cartridge fork`).
1. `docs/cartridge/FORGING-GUIDE.md` and `docs/cartridge/CARTRIDGE-SPEC.md` are the normative references. Read them once per session if the context is not already loaded. 2. Pick the target directory. Convention:
3. Pick the slug. Drop the `-department` suffix **unless** the cartridge is directly tied to a college department in `.college/`. "systems-administration" — not "systems-administration-department". 4. Pick the template: `department` (skills + agents + teams), `content` (deepMap + story arc), `coprocessor` (pure functional tooling), or `graphics` (GLSL / OpenGL / WebGL / Vulkan shader pipeline; grounded in the GFX research series at [/Research/GFX/](https://tibsfox.com/Research/GFX/) on tibsfox.com).
scaffold → fill → validate → eval → dedup → metrics → commit
Every step is idempotent and JSON-capable. `eval` is the gate — if it exits non-zero, the cartridge is not ready to ship.
skill-creator cartridge scaffold <template> <dir> <slug>
Writes an 8-file skeleton: `cartridge.yaml`, `chipsets/*.yaml`, one placeholder skill, agent, and team, plus a `README.md`. Round-trips through `load` → `validate` with zero errors before any edits.
Replace placeholder content with real content. A full department cartridge typically wants:
comfortable size; fewer feels thin, more suggests a split)
router topology with `is_capcom: true` on the capcom
incident, drill) — each team names its roster and `use_when`
durable outputs this cartridge produces
aligned with the `domain:` field on each skill
Replace the skeleton's `cartridge.yaml` header:
Delete the three placeholder markdown files (`skills/placeholder-skill.md`, `agents/placeholder-agent.md`, `teams/placeholder-team.md`) and replace them with one markdown file per real skill / agent / team. Each companion file is informational — the loader does not scan them, but a "full" cartridge ships them.
skill-creator cartridge validate <dir>/cartridge.yaml --json
`valid: true` is the required outcome. If there are validation-debt errors (e.g. around `agent_affinity` or `domains_covered`), add `--allow-validation-debt` and track the debt per `docs/cartridge/KNOWN-VALIDATION-DEBT.md`.
skill-creator cartridge eval <dir>/cartridge.yaml
Runs the pre-deploy gates declared in `chipsets/evaluation.yaml`. Default gates:
Exit code `0` is required before commit.
skill-creator cartridge dedup <dir>/cartridge.yaml
`no collisions` is required. Collisions mean a skill or agent is defined twice across chipsets — either intentional merge (refactor) or typo (fix).
skill-creator cartridge metrics <dir>/cartridge.yaml
Informational, not a gate. Captures shape (skill / agent / team / record-type counts) for the commit message.
Conventional Commits, scope `cartridge`:
feat(cartridge): forge <slug> cartridge N skills / M agents / K teams / J grove record types. Forged via cartridge-forge from the <template> template. All forge gates green: validate, eval, dedup.
1. **Never hand-author a `cartridge.yaml` from scratch.** Always scaffold first — the template encodes the current schema. 2. **Never skip `eval`.** It is the ship gate. 3. **`kind: department` is a schema discriminator, not a college tie.** The chipset kind stays `department` even when the cartridge is not tied to a college department. 4. **Drop `-department` from the slug** unless the cartridge is tied to an entry under `.college/`. 5. **The companion markdown files are not validated.** Write them anyway — a cartridge without them is scaffold-quality. 6. **Backup and DR content belongs in a dedicated team** (`<slug>-dr-drill-team` or equivalent) if the cartridge has data-durability responsibilities.
A complete worked example: `examples/cartridges/systems-administration/` — 12 skills, 5 agents, 4 teams, 6 grove record types, all forge gates green.
After the loop completes, report to the user:
An adaptive learning and coprocessor architecture for Claude Code, built as an extension to GSD (open-gsd)
Repo: Tibsfox/gsd-skill-creator
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