A five-agent review of718c79aandd2480b8found no skill, agent or hook regressions (39 skills before and after) and confirmed both hook removals are genuinely moot -- verified against the tree, not taken on the commit's word. It did find one functional regression (fixed separately) and this documentation drift. Counting errors, all from a git pathspec `*` crossing `/`: - 17 .bats files shipped to consumers is really 10; 17 counted tracked paths merely containing /tests/, one of them a template asset - "roughly 88s off every push" is ~92.4s; 88 omitted validate-plugins - "roughly 70% of each plugin remains live" holds only for kyberforge; the real spread is 44.3% (bin) to 70.6%, now a table - the pre-push enforcement row was half-corrected: 33 entries stood unstruck (now 27) and 14 -> 11 switched counting basis mid-sentence - the root .claude-plugin/plugin.json was described as "kept"; it has never been tracked gates.md said "Ten hooks" above a nine-row table (11 was decremented for one removal, not two), and "both need the claude CLI" for one remaining validator. Its pretty-format-json exclude rationale claimed six alternations expanding to sixteen files in a passage headed "Mind which number you are quoting" -- four alternations, two live files; the two dead ones are dropped from the pattern. check-useless-excludes could not catch this: it only flags an exclude matching nothing at all. ADR-0024 cited ADR-0006 for a patch-bump rule it does not contain and which ADR-0015 explicitly retired; stated apm's marketplace probe order backwards (.claude-plugin/ is the last candidate, not the first, so the earlier .github/plugin/ deletion only demoted resolution); undercounted apm's skill-deploying targets as seven when there are fifteen; and never recorded that validate-plugins was removed. The symlink hedge is resolved: apm_cli/security/gate.py's ignore_non_content() drops symlinks silently on deploy while apm_modules/ materialization dereferences them, so content survives that far and vanishes at install. Accepted with no replacement guard, per decision -- kyberforge/docs/hooks.md previously asserted a guard that had been deleted with its script. Four plugin READMEs still advertised `claude plugin install`; ADRs 0001, 0006, 0013, 0014, 0015 and 0019 described deleted machinery in the present tense, 0019 most consequentially as the live justification for the SessionStart hook's .apm/ path. CONTEXT.md's "apm package" entry forbade "plugin" while using it in its own body, and "Output profile" lost the antecedent for "one catalogue serves both". run-tests.sh gains the .claude/skills/ exclusion run-bats.sh already had. Latent today -- no test-*.sh lives under any .apm/skills/*/tests/ -- but apm now deploys those directories, so one would be discovered twice. Co-Authored-By: Claude Opus 5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01YR2CjVumUbEGWcMikcoXBD
9.3 KiB
name, description
| name | description |
|---|---|
| AI Development Repo | The domain language of the global AI development config repository |
AI Development Repo
The bounded context of this repo is how agent instructions are authored, packaged, distributed, and
kept small. Terms here name concepts specific to that problem. Mechanics live elsewhere:
docs/spec/architecture.md for structure, docs/spec/gates.md for enforcement, docs/adr/ for
decisions.
Language
Context cost
Routing target:
The skill or agent name a boundary clause sends work to. It resolves when a skill or agent of
that name is reachable from the file being checked, and dangles when none is — a route the router
cannot take. Dangling is a blocking ERROR in route notation (/name, → name) and a SUGGESTION for
a bare name nothing else in the sentence corroborates. Verdicts and the resolution walk:
docs/spec/gates.md.
Avoid: route, pointer, cross-reference
Dispatch body:
The body pattern a skill with two or more mutually exclusive flows must use — the body carries only
the dispatch table and the gates common to every branch, and each flow lives in its own
self-contained references/ file. Exemplar: apm-workflow.
Avoid: router body, thin body
Hand-invoked skill:
A skill reached only by typing its slash command, declared disable-model-invocation: true. The host
withholds it from the model-visible listing entirely, so it pays no preload tax and its description
becomes human-facing text. The flag also hard-blocks the Skill tool, so no other skill can route to
a hand-invoked skill — a Call `x` step in another skill's body stops working the moment x
takes the flag. Check inbound routes before declaring one. Exemplar: zoom-out.
Avoid: manual skill, disabled skill
Delegation discipline:
The agent-side counterpart to the dispatch body. A plugin-scope agent is a single .agent.md file
with no sibling references/ directory, so it cannot disclose to itself — it can only delegate to
skills. Its characteristic defect is therefore restatement, not length.
Avoid: agent hygiene
Distribution
Skill:
A reusable slash command defined as a SKILL.md file following the
Agent Skills open standard, authored at
plugins/<plugin>/.apm/skills/<skill>/SKILL.md.
Avoid: command, prompt, macro
apm package:
The deployable unit apm builds and installs — one or more skills, agents, hooks, commands, and MCP
servers under a single directory plugins/<name>/, consisting of that directory's apm.yml plus
the hand-authored plugins/<name>/.apm/ tree it deploys from (ADR-0015).
Avoid: bundle, module, source tree; and bare "plugin" for the installable artifact, which since
ADR-0024 is an apm package and not a Claude Code plugin. "Plugin" stays correct as a modifier in the
repo's settled compounds — Plugin marketplace, "plugin units", plugins/.
Output profile:
A named ecosystem format apm pack can compile the marketplace manifest into, declared per profile
under root apm.yml's marketplace.outputs:. apm defines claude and codex; each writes to its
own default path unless overridden. Mechanics: docs/spec/architecture.md.
Avoid: build target, export format
Plugin marketplace:
A Git repository carrying a marketplace.json manifest that lists installable plugins. There is no
backend, registry, or SaaS — the Git repo is the marketplace.
Avoid: registry, store, catalogue
holocron: This repository, in its role as a plugin marketplace and as the remote the six plugin dependencies resolve against. Avoid: the marketplace, upstream
Provenance chain:
The three-stage traceability record linking a skill back to its research inputs: /research produces
topic docs and a sources.md; the author skill records which sources informed which files in
references/sources.md and source_keys frontmatter; skill-audit validates the chain is complete
and internally consistent.
Avoid: sources, citations, attribution
Governance
HITL (human-in-the-loop): The agent pauses before a consequential action and a human approves before execution. Required for irreversible or high-stakes actions — architecture changes, production deployments, security configuration. Avoid: manual approval, gated action
Documents
AGENTS.md:
The provider-agnostic always-on instruction file, in plain markdown with no provider-specific syntax
(ADR-0003). Two exist: repo-level, and the global core/AGENTS.md deployed to ~/.agents/AGENTS.md.
Avoid: instructions file, system prompt
Thin adapter:
A provider-specific instruction file (CLAUDE.md, .cursor/rules/*.mdc, copilot-instructions.md)
that imports its AGENTS.md and adds only that provider's syntax, carrying no original always-on
content of its own (ADR-0002, ADR-0003).
Avoid: wrapper, shim, provider file
LESSONS.md: The long-loop feedback log for patterns observed across sessions, at the repo root. Avoid: changelog, retro, postmortem
Quality
Skill composition: A skill calling another skill by name to delegate a sub-task — the caller owns the orchestration decision ("when to do X"), the callee owns the mechanics ("how to do X"). Avoid: chaining, nesting, sub-skill
Authoring root:
The directory a gate resolves against — the nearest ancestor of the file being checked holding
plugins/*/.apm/skills or plugins/*/.apm/agents, falling back to the nearest ancestor holding
.git. The walk: docs/spec/gates.md.
Avoid: repo root, project root
Near-miss:
A query that shares keywords with this skill but needs a different one — and, by extension, the
sibling that would wrongly answer it; boundary clauses exist to exclude genuine near-misses rather
than to enumerate siblings. Detail: skill-audit/references/description-quality.md.
Avoid: overlap, similar skill
Issue: The cross-provider term for a tracked unit of work. Gitea is this repo's canonical tracker (ADR-0007), but skills say "linked issue" generically rather than naming a provider. Avoid: ticket, card, task
Relationships
- An apm package bundles one or more Skills and agents; a Plugin marketplace lists apm packages; holocron is this repo wearing that hat.
- AGENTS.md is the source of always-on rules; a Thin adapter imports it and originates nothing.
- Skill composition is the caller/callee split.
forgeroutes a genuinely undecided artifact type to the matching author skill — an already-specified fix (file, line, and change known) calls that author skill directly, because each routing hop re-derives instructions from a shorter brief and has been observed to drop hard constraints handed down the chain. - A Skill built on research carries a Provenance chain;
skill-auditfails it when broken. - LESSONS.md feeds the standing files: three or more entries on one pattern graduate the pattern into the relevant standing document.
Example dialogue
Dev: "This one only fires when someone types the slash command. Does its description still need trigger words?" Maintainer: "No — that's a hand-invoked skill. The host withholds it from the model-visible listing, so it pays no preload tax at all and the description is human-facing text." Dev: "Then the body can be as long as it needs to be?" Maintainer: "Different budget. The skill context contract gates the body whether or not the skill is model-invoked — the description competes with every other skill's description, the body competes with the caller's live conversation. Four mutually exclusive flows means a dispatch body: table in
SKILL.md, onereferences/file per flow." Dev: "And if I split it into an agent instead?" Maintainer: "Then you're in delegation discipline territory. An agent has noreferences/to disclose to, so the failure mode flips — it stops being length and starts being restatement of a procedure some skill already owns."
Flagged ambiguities
- "skill" was used for both the authored
SKILL.mdunderplugins/<name>/.apm/skills/and the deployed copy under.claude/skills/— resolved: the authoring source is the Skill; the deployed copy is gitignoredapm installoutput and is never edited. - Skills can answer to two names, bare (
gitea-prs) and namespaced (gitea:gitea-prs), depending on whether a native install exists at user scope alongside the apm one (ADR-0018) — resolved: write the bare name, which is the only formapm installproduces. - "plugin" was used both for the installable artifact under
plugins/<name>/and as a modifier in settled compounds (Plugin marketplace, "plugin units", theplugins/directory itself) — resolved: the installable artifact is an apm package, because ADR-0024 ended nativeclaude plugin installsupport and it is no longer a Claude Code plugin in any operative sense; the compounds keep the word and are not being renamed. - "context" means both the model's live token window and the bounded domain this file describes — resolved: unqualified "context" in this repo means the token window.
- "audit" was used for both an author skill's inline closeout and
forge's independent clean-context recheck — resolved: these are two distinct layers, kept separate precisely because an audit running in the same context as the work it checks shares that work's blind spots.