Skill Forge
SkillAI & modelsUse when the user asks to forge, scaffold, author, or ship a new skill or agent — the skill-creator's own namesake artifacts. Drives the skill-forge loop (create → fill → validate → critique → ship → publish) via the skill-creator CLI.
Available today. Use it from your connected AI after setup.
No other account needed.
Connect ahel once, and every AI you use reads what you have installed.
Then ask your AI: use the Skill Forge skill
What this skill tells your AI
The instructions your AI receives, as published by tibsfox/gsd-skill-creator in project-claude/skills/skill-forge/SKILL.md and read by ahel’s review.
Forge a new skill or agent end-to-end using the skill-creator
CLI. The forge is the toolchain that scaffolds, validates, and
ships skills and agents; this skill is the playbook that drives it.
When to invoke
Trigger on any of:
- "create a skill for X" / "author a new skill"
- "scaffold a skill" / "make me a skill that …"
- "add an agent" / "author a subagent for X"
- "ship this skill" / "run the skill through its gates"
Do not trigger for:
- Editing an existing skill's guidance — that is
skill-creator refine <name>(corrections, not a new artifact). - Retiring a skill — that is
skill-creator skill retire <name>(suggest-first, reversible). - Forging a cartridge (content / department / chipset bundle) —
that is the
cartridge-forgeskill.
Prerequisites
docs/SKILL-FORMAT.mdis the normative frontmatter/format reference;docs/skill-authoring/skill-md-quality-checks.mdlists the hard defects the gate rejects;docs/authoring-tools.mdmaps the CLI surface. Read them once per session if the context is not already loaded.- Pick the slug (kebab-case, matches the skill
name:). Keep it specific — the description and triggers must not collide with an existing skill's activation. - Decide skill vs agent. A skill is auto-loading guidance
(a
SKILL.md); an agent is a delegated subagent with its own tool set (anagents/<name>.md). Author the one the task needs.
The Forge Loop
create → fill → validate → critique → ship → publish
Every step is idempotent. skill ship is the gate — if it exits
non-zero, the skill is not ready to publish.
1. Create
skill-creator create
The wizard scaffolds a spec-valid SKILL.md: repo-canonical
frontmatter (version / format / status: ACTIVE) plus a body
seeded from a template preset (workflow-guide / reference /
checklist) rather than a blank prompt. It prints a
Next: validate → critique → ship footer.
For an agent instead of a skill:
skill-creator agents create --name=<slug> --description="…"
(or run it interactively). It delegates to the AgentGenerator and
writes a spec-valid agent .md with comma-separated tools.
2. Fill
Replace the template body with real guidance. A well-formed skill body typically wants:
- A one-line intro naming what the skill drives.
- A When to invoke section with concrete trigger phrases and an explicit do-not list (the highest-signal way to keep two on-demand skills from co-activating).
- The working steps — commands, rules, or a decision procedure.
- An Output contract if the skill produces a deliverable.
Keep the frontmatter description and triggers distinct: a
trigger that is a verbatim-truncated copy of the description is a
hard defect (see step 3).
3. Validate
skill-creator validate <name>
Runs the skill-content gate: it blocks on structural threats (unsafe YAML, path traversal, schema violation, secret in frontmatter) and sanitizes-and-warns on in-body issues. A clean exit is required.
4. Critique
skill-creator critique <name>
Surfaces quality issues (thin triggers, missing sections, vague description) that validate does not hard-block. Address the findings before shipping.
5. Ship
skill-creator skill ship <name>
Runs the ship pipeline in order — validate → critique →
test-triggering — with a per-gate verdict. Exit code 0 means
<name> is ship-ready. This is the equivalent of cartridge-forge's
eval gate: do not report "done" before it is green. Use --mock
to dry-run the pipeline.
For an agent, the parallel gate is:
skill-creator agents validate
which now exits non-zero on spec defects.
6. Publish
skill-creator publish <name>
Promotes the ship-ready skill. Only run after skill ship is green.
Rules
- Never hand-edit a skill under
.claude/skills/. That tree is gitignored and self-mod-guarded; the tracked source isproject-claude/skills/. Author there and letnode project-claude/install.cjsdeploy it. - Never skip
skill ship. It is the publish gate. - A correction is not a new skill. Route "the skill got X
wrong" to
skill-creator refine, not a freshcreate. - Keep triggers distinct from the description and from other skills' triggers — co-activation is a real cost on every session.
- Commit the SOURCE only (
project-claude/…), never.claude/…— the git-add-blocker enforces this.
Reference walkthrough
A well-formed recent skill to model:
project-claude/skills/skill-frontmatter-doctor/SKILL.md — a
single-file, on-demand skill with a tight description, distinct
triggers, and a clear defect-detection procedure.
Output contract
After the loop completes, report to the user:
- Final
name, artifact kind (skill / agent), and source path. - Frontmatter shape:
version/format/status. validate / critique / shipverdicts (each shown green).- Whether it was deployed (
install.cjs) and published.
Do not report "done" before skill ship (or agents validate) has
been run and shown green.
Signals
- GitHub stars
- 69
- Forks
- 9
- Last commit
- Jul 2026
Advanced
- Catalog kind
- skill
- Gateway key
skill-forge-tibsfox- Source
- github.com/tibsfox/gsd-skill-creator