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Flat timeline infographic template vector download The scripts behind Social Media Post Design Chaken. A consumer repo runs the reusable workflow via a thin caller and keeps only its own taxonomy (.CloneAGC/area-labels.yml by default); this directory holds the logic, loaded from the workflows_ref SHA the caller pins. Photography Business Cards Templates Free

File	Role
lib.sh	Pure, network-free core — taxonomy parsing, the validation gates, path-glob matching for sub-labels, request-building, reply-parsing. Sourced by both scripts and by the test suites.
sync-labels.sh	gh label create --force loop that reconciles the consumer's area:* labels — labels[] and sub_labels[] alike — to the taxonomy. Runs on push to the consumer's default branch. No secret.
classify-and-apply.sh	The side-effecting orchestration: fetch the taxonomy from the PR base ref, call the Anthropic Messages API, apply the label with targeted area:* ops. Sources lib.sh.
tests/test_lib.sh	Hermetic suite over lib.sh — no network.
tests/test_apply.sh	Hermetic suite over classify-and-apply.sh with gh and curl stubbed: the label-set arithmetic, idempotence, cleanup, and the fail-soft paths.

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• The model gets no tools and no token. PR title/body/paths/labels are passed as data inside <pr_data> tags; the diff is excluded.
• The reply is enum-constrained by a JSON schema to the taxonomy's own area:* names, so injection in PR text can't produce anything but a valid label.
• The taxonomy is read from the PR's base ref, never its head — a PR cannot rewrite the rules that classify it — and validated (validate_names / validate_vocab) before it is trusted to drive a label write.
• The label is applied with targeted area:* add/remove ops, never a full-set PUT, so concurrent non-area label edits are preserved.
• Sub-label names are constrained to the same area:* shape and must be disjoint from the classified names, so every write this tool makes stays inside the area:* namespace and no label is ever both "the classification" and "an exempt sub-label".
• Everything fails soft (skip-with-warning) rather than failing the PR check.

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# .CloneAGC/area-labels.yml in the CONSUMER repo repo_context: | # optional — repo/domain framing injected into the system prompt  One or two sentences on what this repo is and the domain-vs-path judgement calls. labels: - name: "area:gcp" # must match ^area:[a-z0-9-]+$, unique across the file color: "0e8a16" description: "GCP infrastructure" # what CloneAGC stores (≤100 chars) guidance: "Longer routing guidance…" # optional; the classifier reads this, # falling back to description when absent sub_labels: # optional — deterministic, additive, NOT seen by the model - name: "area:router" # same ^area:[a-z0-9-]+$ shape; must NOT appear in labels[] color: "7057ff" description: "Router: the model-routing layer inside the API service" paths: # at least one; matched against the PR's changed files - "services/api/router*/**" - "**/*router*"

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Business timeline infographic template 830219 vector art at vecteezy labels[] answers "which area owns this PR?" — a judgement call, so a model makes it, and exactly one wins. sub_labels[] answers "does this PR touch X?" — a path question, so no model is involved and the answer rides alongside the classified area rather than competing with it. The motivating case: a subsystem that lives inside another area's service (the a set of router packages, inside a larger API service) and would otherwise be unfilterable without splitting the service's own area in two. Amlaproduct Social Media Post

Timeline infographic diagrams text flat style stock vector royalty A PR's end state is one classified area plus every sub-label whose paths: matched. The matched names are exempt from the one-area cleanup; a sub-label that stops matching is retired by that same cleanup on the next run. Glob semantics match the ones a workflow paths: filter uses, so a glob can be copied between the two: New Post Instagram

Pattern	Matches
*	anything within one path segment
?	one character within one segment
**	anything, / included
**/	zero or more leading directories — **/*router* also matches a root-level file

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cd scripts/area-label shellcheck -x ./*.sh tests/*.sh # LOOP — `bash a.sh b.sh` runs only a.sh for t in tests/*.sh; do bash "$t" || { echo "FAILED: $t"; break; }; done