Two related simplification-audit findings, bundled because they edit some of the same skill-audit files and splitting would fragment single-file diffs. Finding 10: delete 48 per-skill/reference README.md files (they restated SKILL.md in narrative form and no agent ever loads them) plus 2 scaffold templates. Drop the README criterion from skill-audit's file-structure.md and finding-criteria.md, and the README-generation step from skill-author's new-skill.sh; update new-skill.bats to match. Plugin-root READMEs are kept intentionally, out of scope. Finding 12: strip historical ADR-0020/ADR-0023 citations and changelog-style narration from model-facing skill content across kyberforge and git plugin skills. Delete skill-author's one-time retrofit.md migration guide and its references. Some ADR-0023 tags were not narration but check-rtk-prefix's required opt-out marker for intentionally-bare git commands -- those were restored, not stripped. Mirror re-synced and full pre-commit/pre-push suite verified green. Refs: SIMPLIFICATION-AUDIT.md findings 10, 12 Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01YR2CjVumUbEGWcMikcoXBD
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97 lines
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---
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source_keys:
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- context7-websites-code-claude
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- claude-code-subagents-docs
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- context7-github-en-copilot
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- github-custom-agents-configuration
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---
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# Agent Description Quality Reference
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Upstream source: Claude Code subagent reference, GitHub Copilot custom-agents configuration.
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House contract: the context budget. The house contract is narrower than either
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platform's schema rather than a reinterpretation of it: where both speak, both must be satisfied.
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## Why the description is the expensive part
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At startup an agent loads only the `name` and `description` of every installed skill and agent.
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The body is never seen until the agent is invoked. The description therefore carries the entire
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triggering burden **and** is paid for in every session, whether the agent fires or not.
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A second cost is less obvious and is a correctness hazard rather than a token cost: a description
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that summarises the workflow is a shortcut the caller takes *instead of* reading the body. A
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measured failure upstream — a description saying "code review between tasks" — produced one review
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where the body's flowchart specified two.
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## Step 0 — establish which contract applies
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Read the frontmatter before judging a single word.
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- **`disable-model-invocation: true`** — the agent is hand-invoked. Its description is never
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matched against user intent, so it is not a routing string. It carries **one plain human-facing
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sentence** stating what the agent does. Audit it for that and nothing else. Reporting a missing
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trigger clause, a missing boundary clause or absent indirect triggers on a hand-invoked agent is a
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wrong finding, not a strict one. The field is Copilot-only and not on the vendor-neutral APM
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allowlist, so this case arises in a Copilot `.agent.md` at project/user scope and nowhere else.
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Its Claude Code counterpart has no equivalent field and stays model-invoked, so the two halves of
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the pair carrying differently shaped descriptions is expected there rather than a
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pair-consistency finding.
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`user-invocable: false` does not belong in this bullet. The two are separate fields with opposite
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defaults — `disable-model-invocation` (default `false`) governs runtime auto-selection,
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`user-invocable` (default `true`) governs manual invocation, and the retired `infer` field was
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replaced by the pair rather than by either one. So `user-invocable: false` says nothing about
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whether the agent is model-routed: judge that from `disable-model-invocation` alone, and where
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that is absent the three-part shape below still applies. `user-invocable` carries no
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description-quality contract of its own and is out of this file's scope entirely.
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- **No such flag** — the agent is model-invoked and the rest of this file applies.
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## The three-part shape
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A model-invoked description carries exactly three things:
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1. **Trigger clause.** When to invoke, phrased imperatively: `Use when ...`. Not `This agent ...` —
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the caller is deciding whether to act, not reading a catalogue entry.
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2. **At most one capability clause.** What it does, in one clause. Never an enumeration.
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3. **Boundary clause.** Compressed form: `Not <thing> -> <skill-name>.` The target must resolve to
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a real skill directory or agent file in the authoring source.
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Everything else belongs in the body or in the plugin's `README.md`.
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## Indirect triggers — conditional, never blanket
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Add "even if the user doesn't say X" **only where the user's natural phrasing genuinely omits the
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domain word.** True for the `gitea-*` family: people say "create an issue", not "create a Gitea
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issue". False for `git-commits`: nobody asks for a commit without saying commit. A blanket
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indirect-trigger clause on an agent whose domain word is unavoidable is padding charged to every
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session.
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## Near-miss exclusions
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Add a boundary clause only where a sibling skill or agent could plausibly steal the activation. Use
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strong near-misses — queries that share keywords but need something different — not weak ones. One
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boundary clause per genuine near-miss; a list of four is enumeration wearing a boundary's clothes.
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## Before / after
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```yaml
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# FAIL — a noun-phrase opener rather than a trigger, capability enumeration in
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# place of one capability clause, and no boundary clause at all, preloaded into
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# every session forever. (The live git-orchestrate description, 254 chars.)
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description: Orchestrates git workflow operations for other agents. Invoke when a
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caller needs a multi-step or destructive git operation (rebase, force-push, branch
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deletion) coordinated across domain skills with safety gates, session context, and
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structured results.
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# PASS — trigger, one capability clause, boundary. The operation list and the
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# safety-gate mechanics are the body's job; the router cannot act on them.
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description: >
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Use when an agent caller needs a multi-step or destructive git operation
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dispatched and safety-gated. Not conversational git help -> git-workflow.
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```
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## Where the criteria live
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Every FAIL and SUGGESTION criterion for this dimension is in `references/finding-criteria.md`,
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which Step 3 reads on every run. This file is the reasoning behind them, loaded only when that file
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puts the description dimension in play.
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