Use to mine ../airlineops for governance habits gzkit lacks; produces a parity scan report (gzkit leads, AirlineOps adopts).
日本語の概要は準備中です。原文の説明を表示しています。
Use when the operator course-corrects or a defect, resolution or discovery needs recording through gz insights remember.
インストールする前に、エージェントに与えられる指示の中身を確認できます。
Wield gz insights remember to append one schema-valid record to the
append-only insights store at .gzkit/insights/agent-insights.jsonl
(GHI #575). The store accumulates four trust-bearing record kinds —
defect, defect-resolution, improvement, discovery — and was
historically hand-appended, which drifted from the InsightRecord schema
(date-only timestamps, malformed evidence, missing required fields).
remember closes that gap: it constructs an InsightRecord first
(validating type, scope, summary) and only then serializes and
appends — a missing or malformed required field fails closed (non-zero
exit, no line written) before it ever reaches disk. This verb replaces
hand-authoring a JSONL line for the insights store.
Identify the record kind via --type: defect (an observed problem),
defect-resolution (the fix outcome), improvement (a post-correction
lesson — the record AGENTS.md § Behavior Rules requires when the operator
course-corrects in flight; rationale in docs/governance/behavior-rules.md
§ Always #11), or discovery (a survey finding).
Supply --scope (the surface or skill the record names) and
--summary (a one-sentence record body). Both are required and fail
closed when empty.
Optionally attach --evidence <command-or-path> (repeatable — pass it
once per witnessing command or file) and --next-action <text>
(what changes structurally to prevent recurrence).
Run the capture:
uv run gz insights remember --type <defect|defect-resolution|improvement|discovery> \
--scope <surface-or-skill> --summary "<one-sentence body>" \
[--evidence <command-or-path> ...] [--next-action "<structural change>"]
The command fails closed (non-zero exit, no line written) when
--type, --scope, or --summary is empty, or when --type is out
of the InsightType enum — construction is what enforces the schema.
.gzkit/insights/agent-insights.jsonl (the
file/dir is created on first use).ts field is stamped with the current UTC instant
automatically — no manual timestamp is ever required.# Record a course-correction insight
uv run gz insights remember --type improvement --scope obpi-pipeline \
--summary "governed author verb replaces hand-authored appends" \
--next-action "delete the hand-authored append path"
# Record a defect with witnessing evidence
uv run gz insights remember --type defect --scope gzkit.insights \
--summary "verb drifted from schema" \
--evidence "uv run -m unittest tests.commands.test_insights_cmd"
まだレビューはありません。使ってみた感想をお寄せください。
概要と使いどころ
Use to mine ../airlineops for governance habits gzkit lacks; produces a parity scan report (gzkit leads, AirlineOps adopts).
日本語の概要は準備中です。原文の説明を表示しています。
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.
日本語の概要は準備中です。原文の説明を表示しています。
Use to do the work a GHI describes, verify it and close the issue with evidence in one sweep.
日本語の概要は準備中です。原文の説明を表示しています。
Use to triage the open GHI queue before planning or choosing what to pull; produces a ranked deliverable.
日本語の概要は準備中です。原文の説明を表示しています。
Run the guarded repository sync ritual; commit-time hooks enforce the cheap gates and the pre-push hook runs gz check.
日本語の概要は準備中です。原文の説明を表示しています。
Run the guarded repository sync ritual; the hooks your pre-commit config declares enforce the quality gates.
日本語の概要は準備中です。原文の説明を表示しています。