Use to mine ../airlineops for governance habits gzkit lacks; produces a parity scan report (gzkit leads, AirlineOps adopts).
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Use after compression decisions on a corpus to validate and stage the candidate rendition with byte evidence.
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설치 방법 보기설치하기 전에 에이전트에게 전달되는 지시 내용을 확인할 수 있습니다.
Wield gz content compose to validate and stage a candidate rendition of a
control surface toward a target consumer (vendor) at the declared compression
setpoint. This is the compress stage of the ADR-0.0.37 CMS pipeline:
corpus → compress → rendition → playback.
The tool is deterministic. NO LLM call, NO network I/O. The drop/combine/rewrite compression judgment is the agent's (this skill is the LLM surface). The tool validates, accounts bytes, and writes the candidate.
The tool NEVER writes a rendered surface. AGENTS.md, CLAUDE.md, and
their mirrors are byte-unchanged after every compose run. Only the candidate
artifact under .gzkit/renditions/ and the ledger change.
.gzkit/corpus/<surface>.jsonl — the append-only source of truthtier: invariant entries — these MUST appear verbatim in the candidatetier: compressible entries — these can be dropped, combined, or rewrittengz validate --setpoint-coherence or read
data/vendor-manifest.json content_type_temperatures.<ContentType>.<consumer>.
The setpoint is lite, medium, or heavy.lite: maximum compression; include only the highest-priority compressible entriesmedium: balanced compressionheavy: minimal compression; include most compressible content/tmp/candidate.md)gz content compose <surface> --consumer <vendor> --candidate /tmp/candidate.md
test -s .gzkit/renditions/<surface>/<consumer>.candidate.md
grep "composition_candidate_emitted" .gzkit/ledger.jsonl
gz content commit enforces a retention gate (ADR-0.35.0 § Decision item 10,
GHI #1090/#1091; manpage content § "Retention gate: --retention-map") when
the candidate drops a block the consumer's prior committed rendition
carried. The gate proves only bytes; whether the extraction was independent,
whether a KEPT span carries its quote's meaning, and whether the operator
actually ruled each drop live in this procedure, not in the tool. Before
running commit:
.gzkit/renditions/<surface>/<consumer>.md with the
candidate block by block (a block is a heading, paragraph, list item or
table row; a fenced code block is one block); every prior block whose text
does not appear in the candidate is removed. No committed rendition, or no
removed block, means no map is needed. gz content commit has NO dry
run: without a map it exits 3 and names each removed block, but when
nothing was removed it PROMOTES (exit 0) — never run it as a probe
with attestation words the operator did not say.extracted_by; it must differ from
mapped_by.non_binding with a reason. Every meaningful character of
each removed block must be covered.non_binding exemption; the tool checks only byte
presence. Record the reviewer's verdict on each pair, and present it to
the operator alongside the DROPPED ids in step 5.C2),
with its quote and reason, and obtain the operator's own words ruling
each drop. Never author attestation text the operator did not say.--retention-map <file> and the operator's words in
--attestation-text, which must contain every DROPPED id at a token
boundary. On exit 3, read every named violation and repair the map; never
delete a condition to make the refusal go away.On success (exit 0):
.gzkit/renditions/<surface>/<consumer>.candidate.mdcomposition_candidate_emitted ledger event carrying surface, consumer,
setpoint, and per-tier byte evidenceOn failure (exit 1):
gz content commit) except through § Before commit: the retention map, with the operator's own attestation wordstier: invariant entries in the candidate textgz content compose and confirming exit 0AGENTS.md, CLAUDE.md, or any mirror during this skill — rendered surfaces are never touched아직 리뷰가 없습니다. 사용해 본 소감을 남겨 주세요.
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Use to mine ../airlineops for governance habits gzkit lacks; produces a parity scan report (gzkit leads, AirlineOps adopts).
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
Use to file a GitHub issue when a finding needs its own work order or the operator asks; OBPI corrections stay in its change log.
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Use to do the work a GHI describes, verify it and close the issue with evidence in one sweep.
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Use to triage the open GHI queue before planning or choosing what to pull; produces a ranked deliverable.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
Run the guarded repository sync ritual; commit-time hooks enforce the cheap gates and the pre-push hook runs gz check.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
Run the guarded repository sync ritual; the hooks your pre-commit config declares enforce the quality gates.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.