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。
Namespace router → the four-axis health and integrity audit, read through four dimensions of agent movement (change point, jurisdiction, invariant, escalation). Use when the operator reports that gzkit feels "wobbly", misaligned, or that governance is not holding — or before a release, to check that declared mechanisms still fire. Routes to the concrete axis surfaces in a fixed cheapest-first order; owns the ordering rationale, the reading frame and the budget rule, not the analyses themselves.
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。
Four axes, in this order. The order is the method — running them out of order wastes the expensive one.
| # | Axis | Question | Surface | Cost |
|---|---|---|---|---|
| 0+1a | Conformance + validator reachability | Does the system pass its own checks, and does each check actually run? | control-surface-validator-reachability chore | mechanical |
| 1b+1c | Ledger vocabulary inertness | Does each declared event type ever fire? | ledger-vocabulary-inertness chore | mechanical |
| 3 | Doctrine coherence | Do two rules mandate opposite actions? | control-surface-rule-conflicts chore | medium |
| 2 | Intent trace | Does the shipped surface fulfil its ADR's declared intent? | gz-intent-trace skill | deep, human |
Invoke the matched surface directly. Axis 2 runs last despite its number.
The 2026-08-15 diagnosis found that conformance checks dominated the audit, leaving two questions insufficiently examined:
A system can therefore pass every check it knows how to make and still be misaligned — which is the observed state that produced this method. The 2026-08-15 run found the repo green on nearly every scope while three scopes failed outside the gated tier, two of them regressions introduced by the fix for the previous defect.
That diagnosis raised surface inversion — governance larger than the surface it governs — as a possible contributor. Counts alone establish neither causation nor a reason to retire a control. Use the routed chores' current measurements; the historical result is a sampling lead, not evidence of today's state.
Added rules introduce possible interactions to inspect. A documented historical
instance: governance-core.md 0.9.0 (a rule since folded into root AGENTS.md) exists because
two binding rules mandated opposite actions for the two most common session
decisions in the repo.
The axes above produce inventory. This frame is how the inventory is
read and how axis 2's sample is chosen. It was ratified by the operator
on 2026-09-12 from a 2026-09-11 conversation on why bounded OBPIs had grown from
under an hour to multiple days; the operator's instruction was verbatim "Pull
the four as-is. Keep them bare deliverables." The worked example is
docs/governance/capability-control-review-2026-09-12.md.
The four are lenses, not features. Task size and jurisdiction are not the same thing: a tiny task can carry a large blast radius. The conversation proposed a boundary below the existing hierarchy — OBPI → requirement → task → authorized change surface — and whether that boundary is missing is a question the lenses investigate, not a settled fact. The lenses apply to ADRs, validators, workflows, rules and prompts, not only code.
| Dimension | Governing question | Concept behind it | Focal anchors |
|---|---|---|---|
| Change point | For this change, what is the narrowest seam where behavior may legitimately change, and can the change be localized behind the existing contract? | seams and safe change | Feathers, Working Effectively with Legacy Code; Fowler, refactoring; Hunt and Thomas, The Pragmatic Programmer (tracer bullets) — practitioner |
| Jurisdiction | Which design decisions and artifacts may this agent disturb, and what must remain invariant? Did it cross an information-hiding boundary, not merely a file count? | information hiding and least privilege | Parnas, "On the Criteria to be Used in Decomposing Systems into Modules" (1972); Saltzer and Schroeder, "The Protection of Information in Computer Systems" (1975), § I.A.3(f), least privilege — scholarly; capability-based security; Evans, Domain-Driven Design (bounded contexts); Skelton and Pais, Team Topologies (cognitive load, ownership boundaries) — practitioner |
| Invariant | Which contracts must this change preserve, and do ADRs, validators, workflows, rules and code still tell the same story afterwards? | design by contract | Meyer, Object-Oriented Software Construction — scholarly; Brooks, conceptual integrity |
| Escalation | When the task must cross its authorized surface, does the agent stop with an impact argument — "I was authorized here; here's why that isn't enough; here's the dependency and likely surface" — and preserve it through the applicable record or exchange procedure? | change-impact analysis and controlled handoffs | Arnold and Bohner, Software Change Impact Analysis — scholarly |
The four were reduced from six bodies of work the conversation listed: modularity and information hiding plus DDD bounded contexts; change impact analysis; design by contract and invariants; least privilege and capability-based security; Feathers' seams and safe change; cognitive load and ownership boundaries. The conversation elaborated one constellation, the jurisdiction cluster around Parnas; the other three were mapped by the agent on operator direction on 2026-09-12 and are marked so below.
Where each dimension's thinking lives — the sources the conversation named, the
operator's addition and the agent's proposals, and the boundary each cluster
crosses into the next — is mapped in references/constellations.md.
Read it before citing a source in an audit finding.
The conversation's caution binds every cluster: mix in control theory, safety engineering and socio-technical systems to test whether the older frames still hold, and never force a new agentic control problem into a 1970s module frame. Naur, "Programming as Theory Building", frames a cross-cutting question: where does implementation understanding reside, and how does the next session recover it? The conversation distinguishes the operator's intentional theory from an implementation understanding that may be dispersed across agent decisions. Inspect that reconstruction; contracts and handoffs do not prove it by existing.
Per dimension, one skeleton, no field skipped: concern, governing question, intellectual lineage, current gzkit mechanisms, evidence to inspect, failure signatures, boundaries.
The pass: inventory → map evidence to lenses → mark gaps and overlaps → test against failure patterns → decide. The signature catalog is not exhaustive: an unmatched observation still warrants evaluation against the governing intent and evidence, with uncertainty recorded.
The four axes collect evidence; the four dimensions interpret it across axes. Do not run four additional audits or force a one-to-one axis/lens mapping. Select the bounded intent-trace sample from earlier signals before reading it deeply. For each finding report its surface, applicable lens or lenses, declared intent, observed behavior, witness and limitations, and proposed disposition. Preserve the seven-field skeleton above even when a field's honest answer is unknown.
Cross-cutting question, asked of every dimension: "Is this explicit enough that a fresh agent can reconstruct it without relying on tacit memory?"
Five checks per dimension, before any disposition: health, opportunity, strategic fit, tactical tweak, retirement — "Has something outlived its assumptions?" Dispositions are the budget rule's: retain, clarify, reconnect an existing control, repair an observed failure, investigate, or retire with steering-failure evidence. Jurisdiction constrains mutation, not understanding: read broadly, write narrowly. Don't add mechanisms first.
Evidence discipline for the frame: every lens's evidence names an
instrument where one exists — a chore script or a gz verb. Any necessary ad-hoc
measurement must disclose its method, inputs and limitations; it is raw evidence,
not automatically a new control requirement. The 2026-09-12 worked example carries three such
ad-hoc measurements (airlock decisions by seam-map emptiness, acceptance records
and distinct digests per brief, Feature Checklist score distribution) and says
so. Recheck its calibration-instrument gaps before treating them as current.
Distinguish an observation gap from a violated mechanism obligation: identify
the governing requirement and producer before assigning a failure signature.
The mechanical axes exist to aim the expensive one. Run in the other order, the deep-read budget goes to whichever ADR happened to be open, and the trace produces judgments nothing selected. Axes 0/1 cost roughly a session each and are fully reproducible; axis 2 is human judgment that does not scale and cannot be re-run cheaply to check itself.
Each mechanical axis also emits the risk signals axis 2 samples on — parked and uncovered OBPIs, measured-inert mechanisms, ADRs already below threshold. Run axis 2 first and those signals do not exist yet.
Budget the audit by steering need and evidenced decisions. Root AGENTS.md
§ MAKE LLM STOCHASTIC VIBES INERT governs — lighter ceremony does not decide a choice, and the corpus keeps the ruling's original wording, "Volume follows steering need"; reduction alone is not success.
Retain, clarify, reconnect an existing control, repair an observed failure,
investigate, or retire. Retirement requires named evidence of degraded steering
or displaced assumptions, with the preserved obligation and replacement, if
needed, made explicit. Low invocation counts alone do not prove uselessness.
Report additions and removals with their steering rationale, without a net reduction quota. A contradiction needs an authority-grounded disposition; an inert declaration needs its trigger and producer inspected before choosing repair or retirement. An unfinished OBPI needs its history read before any withdrawal recommendation. Audit findings do not initiate OBPI work or authorize canon removal; route actions through the existing operator and skill contracts.
Use existing instruments before ad-hoc measurements. The 2026-08-15 run
reported validator tier counts from a throwaway shell pipeline that missed a
pre-commit line gating three scopes at once, and the wrong figures were relayed
twice before the chore's own script corrected them. The chores exist partly
because their measurements are reproducible and self-tested; a one-off rg
pipeline is neither.
Report the count; read the producer before telling the story. The same run
read a correct obpi_parked/obpi_unparked ratio as an operator "abandonment
channel" and named a
gz obpi park verb that does not exist. Parking is
emitted by an ADR-demotion migration, and that module states parking "is
reversible on re-promotion and is not a negation of completed work." The counts
were right; the explanation was invented from training memory rather than read
from the source — AGENTS.md § DO IT RIGHT #8 (6g), verbatim: "Before recommending a
command, run it, observe it and paste what it printed."
gz-tech-debt-review — debt across probes; this method is about mechanisms firing, not debtgz-foundation-triage — ranks the foundation backlog; complementary, different questiondocs/governance/state-doctrine.md — Layer-3 views are never source-of-truthdocs/governance/advisory-rules-audit.md — the Mechanical/Promotable/Judgment scorecard axis 3 feedsdocs/governance/capability-control-review-2026-09-12.md — the reading frame's worked example and the provenance of the four dimensions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。