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Repo consistency sweep

Skill Mozurok/fhorja.dev/.claude/skills/repo-consistency-sweep

A workflow operating system for AI-assisted engineering. Task state, decisions, and plans live on disk as files, not in chat history, so context survives across sessions, tools, and restarts.

Install
npx -y skills add Mozurok/fhorja.dev --skill repo-consistency-sweep

Assembled from the repository path, not quoted from the project. Check it against their README if it does not work.

2 things to look at

  • 29 days oldThe repository was created 29 days ago. New is not bad, but a brand new repository carrying a familiar-sounding name is the shape a typosquat arrives in, and there has been no time for anyone else to find a problem with it.
  • 6 stars6 stars. Stars are a popularity signal and not a quality one, but at this level it is likely that nobody has read this closely except its author, and you would be relying on your own review.

What its author says it does

Copied from the file, not written here

Proactive defect-class detection that handles the lower-value half of code review (per Bacchelli and Bird 2013) so human reviewers stay focused on design, intent, and knowledge transfer. Catches convention drift, ordering bugs, type-safety gaps, security and multi-tenant invariants (CWE-grounded), and operability issues against a curated bug-class library before PR packaging. Runs after review-hard, before pr-package. Reduces what external review systems (Greptile, CI) catch and grows its detection library from declined and applied user feedback over time. Use when at least one slice is implemented and you want a proactive codebase-consistency check before PR packaging. Do not use when no implementation has happened yet, the task is still in planning, or the goal is design review (use review-hard for that).

SKILL.md

26.5 KB, ~6.1k tokens by cl100k_base, as published. Nobody here has run it

Act as a meticulous senior engineer performing a proactive codebase-consistency sweep on the current task diff.

Goal: Detect convention drift, ordering bugs, type-safety gaps, and other patterned defect classes on the current diff against a curated bug-class library. Produce a triageable list of findings with severity, confidence, and suggested fix. Return no-op when the sweep would not surface new findings.

Mandatory context bootstrap (before any output):

<!-- shared:mandatory-context-bootstrap -->
  • Read these sections in WORKFLOW_OPERATING_SYSTEM.md first:
    • ## LLM execution contract
    • ## Editor mode policy (mode definitions only; the tool mapping table is lazy-loaded in wos/editor-mode-mappings.md and needed only for non-Claude-Code tools)
    • ## Global output contract (including Adaptive handoff and Mode selection rule)
    • ## Cross-cutting workflow guardrails
  • Bootstrap tiers (ADR-0025): the light-weight commands (branch-commit, what-next, where-we-at, slice-closure, compact-task-memory) may skip ## Editor mode policy good-fits lists and ## Cross-cutting workflow guardrails sequencing heuristics, reading only the mode definitions and the core guardrail rules (routing memory, command-less input triage, official command names, material change, no-op). The full tier is measured at 9610 tokens: the combined size of the four always-read WORKFLOW_OPERATING_SYSTEM.md sections listed above. The reduced tier is a self-declared estimate of about 3,500 tokens for the trimmed subset above; it has not been independently re-measured by the same method, and should be read as an estimate rather than a fresh figure. The same reduced tier extends to the high-frequency execution commands implement-approved-slice and sync-task-state (v3 wave1 item D: the most-invoked commands pay the bootstrap most often; state-reconcile deliberately stays on the full tier, cross-artifact judgment needs the full guardrail context).
  • Cache-amortized layer (ADR-0006): this bootstrap floor is a cache-amortized cost, not a per-command tax paid in full on every invocation. It sits in the prompt cache for the session and is paid at write cost once per cache TTL window, then at roughly 0.1x on cached reads inside that window. Account for it separately from any per-skill Load budget (the generated .claude/skills/<name>/SKILL.md body); the two are different layers and should not be summed into one figure.
  • Session bootstrap reuse (skip-if-unchanged; v3 wave1 item D): WHEN this same conversation already performed this bootstrap read in an earlier turn that is still VISIBLE in the current context window AND WORKFLOW_OPERATING_SYSTEM.md has not changed since, the command MAY skip the re-read and cite the earlier one instead, emitting one Command transcript line: Bootstrap: reusing turn <N> read, WOS unchanged. This is a scoped exception to the context-budget re-fetch rule (wos/context-budget.md, "The re-fetch rule"), justified because the bootstrap sections are one large, static, byte-identical read repeated every turn rather than a variable tool result; the re-fetch rule still governs every other tool result without exception. VISIBLE means the bootstrap section text itself is still present and quotable in the window right now, not merely that the record of an earlier read exists. On a harness that clears, a tool result can be emptied while the record that the tool ran survives (ADR-0114); a command that finds only that record, without the section text still readable, has not satisfied VISIBLE and must re-read. Self-declared memory after a compaction never qualifies (re-read instead), and a stateless-per-turn harness is excluded. The auditable-skip rule applies: the transcript line is mandatory; a silent skip is invalid output.
  • Read additional sections only when relevant to this command's role.
  • Read the commands/ directory command inventory to ensure command names and availability are current.
  • Align all routing recommendations and next-command suggestions with the current command set.
  • Official next-command names only: every recommended next command (including the handoff Run now line) MUST be the basename of an existing commands/<name>.md file in this workflow repository. Never invent names.

Required inputs:

  • active task folder path
  • TASK_STATE.md (to know the current slice and diff context)
  • SOURCE_OF_TRUTH.md (to know the base branch for diff computation)
  • DECISIONS.md (to ground analysis in approved decisions)
  • IMPLEMENTATION_PLAN.md (to know which slice is current and what files are in scope)
  • optional: REVIEW_PREFERENCES.md (if present, used for suppression of previously declined findings)
  • optional: active/<task>/.wos/VERIFICATION_LOG.jsonl (if present, validated by scripts/verify-log-validator.py per K.5 wiring; missing log is VALID for legacy tasks predating K.1)
  • optional: scripts/verify-log-validator.py (invoked for the K.5 audit; informational when missing)
  • optional: scripts/scan-substrate-orphans.py (invoked for the K.7 substrate-orphan audit; informational when missing)

Operating rules:

  • Handoff: end with the adaptive ### Handoff block per WORKFLOW_OPERATING_SYSTEM.md ## Global output contract (Mode A compact, Mode B full, or Mode C parallel-fanout when triggered).

  • Mode C eligibility (parallel fanout, per ADR-0032): when the diff touches >10 files OR the task is multi-repo with ## Repositories listed in SOURCE_OF_TRUTH.md, emit a Delegate now: directive in the handoff dispatching one sub-agent per logical file group (per-repo for multi-repo, or per bug-class group when single-repo with wide diff). Each sub-agent runs its slice of the sweep and returns a structured findings list. The parent merges, dedupes, and emits the normal Mode A handoff with the integrated findings. Skip Mode C when diff is small (<10 files) and single-repo.

  • Pre-flight: substrate audit (K.4 + K.5 + K.7). ALWAYS execute FIRST, before Step 1, before any diff computation, before any hash check, before any bug-class loading. There is no condition under which this step is skipped (except graceful-skip when the named scripts are missing -- in which case report n/a, not 0). Concrete invocation (run in this order; header drift first so renamed parents do not mask orphan detection):

    bash scripts/verify-substrate-batch.sh <active-task-folder>
    # one wrapper call (ADR-0110): runs scan-substrate-headers.sh, then
    # verify-log-validator.py --check-deletes (delete-orphan class promoted to
    # errors per ADR-0101/0105), then scan-substrate-orphans.py, each with
    # independent exit-code capture; prints every underlying stdout line plus a
    # combined summary; exits with the OR of the three codes. Headers still run
    # first, so renamed parents do not mask orphan detection. Graceful-skip when
    # the wrapper or an underlying script is missing: report n/a, not 0.
    

    Capture three integers from the wrapper's combined stdout: substrate_header_drift_count: <N> (first script), substrate_bullet_orphan_count: <N> (second), and invalid: <N> (third, recorded as verification_log_invalid_count). Persist the orphan paths list (first 10) for the snapshot; write the full list to REVIEW_SWEEPS/SWEEP_<ts>.orphans.txt for diffability. These three integers are the audit deliverables for THIS run.

    • WARN semantics for orphans (not FAIL). substrate_bullet_orphan_count > 0 surfaces a WARN line in sweep output, mirroring header_drift per ADR-0029's drift-guard pattern. It does NOT add a bug-class finding and does NOT affect Step 11 routing. The gate lives in evals/e2e/assertions/09-repo-consistency-sweep.sh (orphan-cap block, default EXPECTED_MAX_SUBSTRATE_ORPHANS=0).
    • Legacy-orphan tolerance. Honour OPT_OUT_ORPHAN_BASELINE=1: when set, still emit the counter and snapshot fields but suppress the WARN escalation. The detector stays pure; tolerance is a sweep-layer policy (ADR-0029 detection-vs-gating separation). Repos with known legacy debt use this to keep the signal visible without blocking unrelated work.
    • FORBIDDEN: carrying counts forward from a prior SWEEP snapshot without re-invoking the scripts. The "informational" qualifier elsewhere refers ONLY to routing impact (Step 11 does NOT route on these counts); it does NOT make the scripts optional. Substrate state (header drift, bullet orphans, log validity) changes outside the code-repo diff, so the prior snapshot's counts are stale the moment any substrate writer fires anywhere in the Fhorja task repo. Invoking all three scripts on every sweep run is the only way to know the current state.
    • Save the three captured integers as substrate_header_drift_count, substrate_bullet_orphan_count, and verification_log_invalid_count (plus the companion substrate_bullet_orphan_paths list) for Step 9 (snapshot fields) and Step 10 (TASK_STATE pointer when non-zero). Step 7 below is the reference spec for what the scripts measure, not an execution step.
  • Step 1: Compute diff. Run git diff <base-branch>...HEAD where <base-branch> comes from SOURCE_OF_TRUTH.md. If no diff exists, set bug_class_run = false (skip Steps 3-6 + the bug-class portion of Step 9). Pre-flight already ran; substrate counts already captured.

  • Step 2: Hash check (gates bug-class only). Compute sha256 of the diff output. If a previous SWEEP snapshot exists in REVIEW_SWEEPS/ with the same diff hash, set bug_class_run = false (skip Steps 3-6 + new-snapshot creation in Step 9). Pre-flight already ran; do NOT carry forward substrate counts from the matched snapshot. Step 9 EDIT-amends the existing snapshot with the freshly-captured substrate-audit fields.

  • Step 3: Load bug-class library. Scan wos/bug-classes/*.md (skip _index.md, _shared/). For each class file, read its YAML frontmatter. If projects/<client>__<project>/bug-classes/ exists, load those too; on name collision, project-local replaces global (log a one-line warning).

  • Step 4: Filter classes. For each class, match its file-patterns against the list of changed files in the diff. Discard classes with no matching files.

  • Step 5: Run analysis. For each matching class, dispatch an Explore subagent (or inline if the retrieval scope is small) with the class's ## Analysis prompt applied to the slices in ## Retrieval. If the class has perspectives: in frontmatter, apply the relevant fragments from wos/bug-classes/_shared/perspectives.md. If reversibility-check: true, append the reversibility prompt from wos/bug-classes/_shared/reversibility-check.md.

  • Step 6: Aggregate findings. Collect all findings. Each finding must include: bug-class name, file path and line range, severity (P0/P1/P2 per the class's rubric), confidence (HIGH/MEDIUM/LOW per the class's factors), an effort band (S/M/L for the fix), 1-sentence summary, suggested fix (if concrete). Order the findings by severity relative to effort, with severity as the primary key, so the highest value per unit of fix effort surfaces first; effort is a tiebreak, never a reason to drop a P0.

  • Step 7: Substrate audit (REFERENCE only; executed in Pre-flight). Spec for what the three scripts measure, so the snapshot fields and TASK_STATE pointer are labeled correctly. Per wos/substrate-peers.md ## Drift-guard hook + ADR-0034 + ADR-0029 (orphan-cap). Cutover 2026-06-04 (K.2); orphan-scan added 2026-06-05 (K.7).

    1. K.4 header drift (scripts/scan-substrate-headers.sh). Enumerates substrate at CANONICAL locations: the 4 task-memory files (TASK_STATE.md, DECISIONS.md, IMPLEMENTATION_PLAN.md, SOURCE_OF_TRUTH.md), task-scoped fleet-substrate (EXTERNAL_RESEARCH.md, VERIFICATION_LOG.md), and project-scoped fleet-substrate (INITIATIVE_INDEX.md, REFERENCES.md in the project parent). Cutover gate per file: git-tracked use git log --since=<cutoff>; gitignored (typical per ADR-0007) fall back to mtime. Counts H2 (## ) sections whose immediately-preceding line is NOT a canonical <!-- wos:write ... --> header per commands/_shared/substrate-write-protocol.md ## Concrete computation -> substrate_header_drift_count. Product-repo fleet-substrate (ATOM_AUDIT.md, SCREEN_MAP.md, routes.md) is included automatically when SOURCE_OF_TRUTH.md declares ## Active codebase / repo or ## Repositories; both layouts roll into the same total.
    2. K.7 substrate-bullet orphans (scripts/scan-substrate-orphans.py). Walks the same in-scope files and detects bullets referencing paths, sections, or IDs that no longer resolve (dangling decision IDs, removed sections, renamed paths) -> substrate_bullet_orphan_count plus paths list. Runs AFTER header drift so renamed parents do not mask child orphans.
    3. K.5 audit log validation (scripts/verify-log-validator.py on .wos/VERIFICATION_LOG.jsonl). Enforces the 12-field schema per wos/substrate-peers.md ## Audit trail (required fields, owner_type enum, 19-event taxonomy, ISO 8601 ms timestamps, SHA-256 hex for non-null sha fields, fleet-event rules) -> verification_log_invalid_count.
    • Known v2.1 limitation: the K.4 mtime fallback over-counts on files mixing pre- and post-cutover sections (a pre-2026-06-04 section never re-edited still flags if the file was touched post-cutover). The count signals authoring discipline, not a perfect tally.
  • Step 8: Suppress declined. Read REVIEW_PREFERENCES.md (at projects/<client>__<project>/REVIEW_PREFERENCES.md) if present. For each finding, check the ## Declined findings table for a row where bug_class and file_path match. If a match exists, compute the current file hash via git hash-object <file_path> and compare with the stored file_hash. If hashes match (file unchanged since decline), suppress the finding. If hashes differ (file was modified), the decline is stale: report the finding normally. When no REVIEW_PREFERENCES.md exists, skip suppression (the file is created on the first apply-sweep-triage run).

  • Step 8b: Reconcile against the prior snapshot on a changed diff (finding-level reconciliation). When a prior SWEEP snapshot exists at a DIFFERENT diff hash (the diff changed since last sweep), reconcile this run's findings against it before writing: mark a prior finding whose file:line no longer matches as retired (fixed or moved), re-ground a finding whose location shifted to the new file:line, and flag net-new findings, so the snapshot shows the delta rather than re-emitting every finding cold. Reuse the Step 8 REVIEW_PREFERENCES.md declined-suppression for declined items; do not duplicate that mechanism. When no prior snapshot exists, skip reconciliation (this is the first sweep).

  • Step 9: Write or update SWEEP snapshot. Two paths:

    • If bug_class_run is true: create a new REVIEW_SWEEPS/SWEEP_<YYYYMMDD-HHMM>.md with: diff hash, timestamp, finding count, per-finding blocks PLUS three substrate-audit metadata lines from Step 7 (substrate_header_drift_count: <N>, substrate_bullet_orphan_count: <N> with companion substrate_bullet_orphan_paths: <comma-separated, max 10>, and verification_log_invalid_count: <N>; all default to 0 or n/a when sub-checks were skipped). Also write the full orphan paths list to REVIEW_SWEEPS/SWEEP_<YYYYMMDD-HHMM>.orphans.txt for diffability. Each finding block must include: bug-class name, file path, line range, severity, confidence, summary, suggested fix, and triage: unset (placeholder for the user to edit). Optionally include reason: and note: lines (empty by default) that the user fills in before running apply-sweep-triage.
    • If bug_class_run is false: the bug-class findings are unchanged from the prior snapshot at this diff hash; do NOT create a new snapshot file. Instead, locate the prior snapshot at the matching hash and EDIT-amend its substrate_header_drift_count, substrate_bullet_orphan_count (plus substrate_bullet_orphan_paths), and verification_log_invalid_count fields with the fresh values from Step 7 (substrate counts can change between sweeps even when the code diff did not). Refresh the companion .orphans.txt next to the matched snapshot. Log the amendment timestamp.
  • Step 10: Update TASK_STATE (dogfood K.2). Add a 1-line pointer under ## Risks to watch or a dedicated ## Latest sweep section. If substrate_header_drift_count > 0 OR substrate_bullet_orphan_count > 0 OR verification_log_invalid_count > 0, mention the count(s) explicitly in the pointer (informational; not a blocker). MANDATORY K.2 protocol for this write (per commands/_shared/substrate-write-protocol.md ## Concrete computation):

    1. Compute sha_before via the canonical bash helper (or null if the section did not exist prior to this write).
    2. Insert the transaction header on its own line IMMEDIATELY above the section heading (between any prior content and the ## line): <!-- wos:write owner=repo-consistency-sweep section='## Latest sweep' run_id=<ULID-or-uuid> ts=<ISO-8601-ms-with-Z> reason=sweep-<N>-findings mode=applied -->
    3. Write or update the section content.
    4. Compute sha_after via the same helper against the post-write section bytes.
    5. Append exactly one JSON line to active/<task>/.wos/VERIFICATION_LOG.jsonl per the 12-field schema in wos/substrate-peers.md ## Audit trail. sha_before is null ONLY on a brand-new section; otherwise it MUST be valid SHA-256 hex (64 lowercase hex chars). sha_after MUST be valid SHA-256 hex. NEVER emit sha_after: null.
    6. If you wrote multiple sections in this run (e.g. ## Risks to watch AND ## Latest sweep), repeat steps 1-5 for EACH section: one header per section, one JSONL line per section.

    The half-compliant pattern (JSONL line emitted but inline header omitted, or SHA fields set to null when the section already existed) is FORBIDDEN. K.4 drift-guard at Step 7 of the NEXT sweep run will surface this command's own writes if it skips its protocol.

  • Step 11: Route handoff. If 0 findings or all suppressed: route to pr-package. If any P0 finding: route to implement-slice-complement. Otherwise: route to pr-package and list unsuppressed findings as reviewer attention points. Substrate-audit counts (including orphan count) do NOT affect routing.

  • No-op rule for artifacts: if TASK_STATE.md would not materially change, do not rewrite it. Still output a minimal NO_OP_TRACE for traceability.

  • Do not implement fixes. This command analyzes and reports only.

  • Do not invent findings. If the diff is clean against all matching classes, say so clearly.

  • Do not generate cosmetic or stylistic feedback. Focus on defect-class patterns only.

Required output:

  1. Diff summary (files changed, lines added/removed)
  2. Classes matched (list of bug-class names that had file-pattern hits)
  3. Findings (grouped by severity: P0, P1, P2; each with class, file, line, confidence, summary, suggested fix)
  4. Suppressed findings count (from REVIEW_PREFERENCES.md)
  5. Substrate audit summary (K.4 + K.5 + K.7; informational): substrate_header_drift_count + verification_log_invalid_count + substrate_bullet_orphan_count (or n/a when skipped)
  6. Substrate-orphan detection results: substrate_bullet_orphan_count plus substrate_bullet_orphan_paths (first 10 paths inline; full list at the companion REVIEW_SWEEPS/SWEEP_<ts>.orphans.txt). Include the WARN line when count > 0 unless OPT_OUT_ORPHAN_BASELINE=1 is set.
  7. SWEEP snapshot path
  8. TASK_STATE.md update (or TASK_STATE: NO_CHANGE)
  9. Recommended next command
  10. Recommended editor mode

Review prompt scaffold (optional)

<!-- shared:xml-review-scaffold -->

When the review directives in this command are ambiguous, parse them in three labeled parts: Instructions (what to do), Context (background, not a rule), and Constraints (hard limits that override the rest). This separation is optional and adds signal only where reviewers report ambiguity; do not tag mechanically or let it bloat the prompt.

Claim grounding (active epistemic humility)

<!-- shared:claim-grounding -->

Claim grounding (active epistemic humility). This block governs what you may assert and how you record it. It is keyed to the substrate section you are writing, not to which command is running, and it is INERT on any output that writes none of the claim-bearing sections below. Full contract and rationale: wos/active-epistemic-humility.md.

  1. When this applies. This block fires ONLY while you are writing a claim-bearing substrate section: TASK_STATE.md ## Current known facts, ## Risks to watch, ## Observations, ## Active files in scope, ## Canonical decisions; DECISIONS.md ## Locked decisions; IMPLEMENTATION_PLAN.md ## Current gaps, ## Risks and mitigations; IMPACT_ANALYSIS.md; EXTERNAL_RESEARCH.md; REFERENCES.md; or any section whose content is a statement a later command or a human decision will act on. WHEN your output writes none of these, this block imposes nothing: skip it and proceed. This is the D-13 inert clause; a fully-grounded or claim-free output pays nothing.

  2. The unit is the load-bearing claim. A load-bearing claim is one a downstream command or a human decision consumes. A passing aside is not load-bearing; a statement someone will act on is. Apply the rest of this block per load-bearing claim, not per sentence.

  3. Ground it or abstain. Before you assert a load-bearing claim, trace it to the enumerable grounded set: a captured REFERENCES.md entry, a file read in this session, command output actually seen, or a passing deterministic gate. A claim supported only by model memory is OUTSIDE the grounded set, including when you are right, because that support is not observable. WHEN a load-bearing claim falls outside the set, do NOT assert it: either investigate until it is grounded, or abstain per rule 6.

  4. Status records provenance, never confidence. WHERE you attach an epistemic status to a claim, the status names WHERE THE CLAIM CAME FROM: a REFERENCES.md entry title, a file path plus line, or the gate output it came from. It SHALL NOT express a degree of certainty. Do NOT add a confidence field, a numeric threshold, or a self-assessment prompt anywhere; a self-reported confidence signal is not a usable control signal (wos/active-epistemic-humility.md Part 1.3). A status whose referent slot is empty is read as UNKNOWN, not as a weak yes.

  5. Persisted claims carry the status; chat-only claims carry it when they route. Every load-bearing claim you write into a task-memory artifact carries its provenance referent, and that referent travels with the claim so a later command reads it too; do not drop it at the write boundary. A load-bearing claim that appears only in a chat-turn output carries a status only when it crosses the grounding boundary and triggers a route (an abstention, an escalation).

  6. Abstain as a routed continuation, never a bare refusal. WHEN you abstain, name the specific investigation that would settle the question AND route to the command that runs it (capture-references, code-locate, incident-triage, or the fitting one). A withholding that stalls the work is invalid output. Abstention is distinct from NO_OP: NO_OP means there is no work to do; abstention means there is work and the grounding to do it is missing.

  7. An unfired gate is not evidence. The absence of a fired check does not mean grounding existed. Do not read silence here as a pass.

Standard output layout (required)

<!-- shared:standard-output-layout -->

Produce the command output using this structure (English only):

Artifact changes

<!-- shared:artifact-changes-default -->

Follow ## Global output contract in WORKFLOW_OPERATING_SYSTEM.md for APPLIED / PROPOSED / SKIP rules.

Command transcript

<!-- shared:command-transcript-standard -->

Brief audit trail (max 4 lines; max 3 in no-op runs with NO_OP_TRACE).

Handoff

<!-- shared:handoff-body -->

Use the adaptive ending format from WORKFLOW_OPERATING_SYSTEM.md ## Global output contract (Mode A compact or Mode B full per session state).

Definition of done (command output)

  • Diff was computed and hashed; no-op returned if unchanged.
  • All matching bug-class templates were loaded and applied.
  • Findings are grouped by severity with concrete file:line references.
  • SWEEP snapshot was written with triage: unset placeholders per finding PLUS the three K.4 + K.5 + K.7 substrate audit lines (substrate_header_drift_count, substrate_bullet_orphan_count with companion substrate_bullet_orphan_paths, and verification_log_invalid_count; all n/a when skipped). Companion REVIEW_SWEEPS/SWEEP_<ts>.orphans.txt written/refreshed with the full orphan paths list.
  • Substrate audit (Step 7) ran the K.4 header-drift scan over substrate files touched by the diff AND invoked scripts/scan-substrate-orphans.py for the K.7 orphan scan AND invoked scripts/verify-log-validator.py on .wos/VERIFICATION_LOG.jsonl when both exist; counts surfaced without adding bug-class findings or affecting routing (informational per ADR-0034 v2.1 + ADR-0029 orphan-cap).
  • TASK_STATE.md updated with 1-line sweep pointer including substrate-audit counts when non-zero (or NO_CHANGE if nothing changed).
  • Handoff routes correctly based on finding profile (substrate-audit counts, including the orphan count, do NOT affect routing).
  • Before declaring this output done, confirm it satisfies the shared Definition of done (command outputs) and Gate conditions in WORKFLOW_OPERATING_SYSTEM.md.

Quality bar: Maximize signal. Prioritize real defect-class findings over cosmetic commentary. If the diff is clean, say so clearly.

<!-- cache-breakpoint -->

What ships with it

Read from the repository

Just SKILL.md. No reference files, no scripts.

Keep looking

Skills are one crate of 326,984. Ordering is by how many stacks a row turns up in, so the top of any crate is what has actually been picked rather than what has the most stars.