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/swarm-skill-forge

Author new high-quality skills that trigger reliably and stay lean. Use when creating or editing a skill, packaging a workflow as a skill, or deciding whether something should be a skill at all.

From plugin
anmarhani-swarmvault
515 skills
Install
$ npx -y skills add AnmarHani/SwarmVault --skill swarm-skill-forge --agent claude-code

How it fires

How this skill gets triggered: by you, by Claude, or both.

  • Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
  • You can call itInvoke it directly when you want it.
  • Slash command/swarm-skill-forge

Context preview

The summary Claude sees to decide when to auto-load this skill.

Author new high-quality skills that trigger reliably and stay lean. Use when creating or editing a skill, packaging a workflow as a skill, or deciding whether something should be a skill at all.

SKILL.md

swarm-skill-forge.SKILL.md
name: swarm-skill-forge
description: Author new high-quality skills that trigger reliably and stay lean. Use when creating or editing a skill, packaging a workflow as a skill, or deciding whether something should be a skill at all.

swarm-skill-forge — skill authoring

A skill is packaged judgment: instructions a future agent follows *instead of* its defaults. Write one only when that trade is worth it.

Gate: should this be a skill?

  • Recurring task with a non-obvious right way → skill.
  • Single fact or preference → memory note. Project convention → CLAUDE.md/AGENTS.md line.
  • One-off → nothing. When in doubt, don't — catalogs rot.
  • **Overlap check first:** `ls` the installed skills; if an existing skill covers 70% of

the job, extend it instead of adding a sibling (two skills for one job = router confusion).

Structure

---
name: kebab-case-verb-or-domain
description: <what it does> + <every trigger phrasing a user might use>. The
  description IS the router — write it for the model deciding whether to load.
---
# Name — one-line job
Gate / when NOT to use.
Numbered steps, imperative, each observable ("run X, expect Y").
Rules the defaults would get wrong.
Worked example (input → output).
  • Platform-agnostic markdown only — it must read the same via Claude Code skills and a

Codex AGENTS.md index.

  • **Portable on its own (NFR-C4):** the folder must work when copied out alone, with no

vault, no `swarmvault.py`, and no siblings installed. Name peer skills by what they add, never as a prerequisite, and give every vault-backed path a local fallback ("`voice.md` in the vault, else `.writing/voice.md`"). Skills *about* the vault are the exception. **Degrade, don't downgrade:** write the vault path first and fullest, then the fallback. A skill weakened so a lone copy can satisfy it has failed this rule, not passed it.

  • Heavy reference material (> ~150 lines) → `references/*.md`, loaded on demand; the

SKILL.md tells the reader *which* reference to load *when*.

  • Machine-lane style for checklists/tables; prose where nuance matters.

Verify before shipping (skills are code — test them)

1. **Trigger dry-run:** write 3 paraphrases of how a user would ask; does the description clearly fire for them — and clearly NOT fire for near-misses? 2. **Toy walk:** execute the skill on a small real case; every step must be doable without information the skill forgot to mention. 3. **Altitude check:** delete every line the model would do correctly anyway — a skill states only what defaults get wrong.

Ship

Project skills → `.claude/skills/<name>/` + an AGENTS.md index line (name, description, when-to-use, path) for Codex. Contributions to SwarmVault itself → canonical `skills/`

  • a CREDITS.md entry if the technique has an upstream.

--- *Influences: superpowers writing-skills; Pocock's writing-great-skills — see CREDITS.md.*

Read more
Ships withanmarhani-swarmvault

Your AI agents don't synchronise. SwarmVault does. One shared memory for Claude Code, Codex, and any other CLI agent. Real software engineering: requirements → design → tickets → review. 14 skills, the best of everything combined.

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Python
Language
MIT
License
1mo ago
Last commit
2mo ago
Created

Repo: AnmarHani/SwarmVault

Other skills on anmarhani-swarmvault.