- ADR-0004: add the "Amended by ADR-0028" note, following the ADR-0025 convention. - ADR-0028: correct Q5 (parse_status is gone), the skill count (38, not 39), and the question order. Q7 records the anchored, format-only sha check. Q8 records the decision to commit real Vale fixtures. A new consequence covers path confinement and list rejection. - CONTEXT.md: the `_Avoid_` entry means the bare noun, not the field. - gates.md: correct the authored-hook counts after the corpus gate. - create.md: a `none` entry backed by a reproduction must name committed fixtures in `Basis:`; use the `(digest: <full path>)` form. - gitea-releases: use the `(digest: <full path>)` form. Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01EGHFJextYtVQseaHPDDhxB
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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 costs nothing in always-on context 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; factory-audit validates the chain is complete
and internally consistent.
Avoid: sources, citations, attribution
Research registry:
A plugin's research sources.md (e.g. plugins/git/docs/research/docs/git/sources.md), whose ## H2
headings are the source slugs. A skill's Research doc: field names exactly one, and
factory-audit resolves each entry's slug against it. An entry with no registry declares
Research doc: none and names what it was actually drawn from in Basis:.
Avoid: bare "research doc" (the noun; Research doc: is the field name), sources file, topic doc (a topic doc is a digest of sources, not the registry)
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: factory-audit/references/skill-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
Family prefix:
The shared first segment of a skill name (git-, gitea-, apm-, agentsmd-) marking a group of
siblings. No bare skill name is a Family prefix of another: forge exists, so no skill is named
forge-*, because a prefix that matches a live sibling reads as ownership rather than membership.
Avoid: namespace, category
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;
factory-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 costs nothing in always-on context and the description is human-facing text." Dev: "Then the body can be as long as it needs to be?" Maintainer: "Different budget. ADR-0020's authoring rules gate 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 the audit skill'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. The
recheck belongs to
factory-audit, not toforge, which routes only to the author skills and never to an audit.