agentleFS
MozurokMozurok/fhorja.dev/.claude/skills/atom-audit-fleet/SKILL.md

atom-audit-fleet

Skill10 starsChanged 36 days agoMITView on GitHub

Audit every atom in parallel against the component guidelines, one worker per small group, merging rows into one ATOM_AUDIT.md table (orchestrator-workers variant of atom-audit). Use when the atom count is 6 or more and COMPONENT_GUIDELINES.md exists. Do not use below 6 atoms (use atom-audit single-agent), without COMPONENT_GUIDELINES.md, or when only 1 or 2 atoms changed (use design-spec-review per component).

The file

We split this skill into the rules it gives an agent

9 rules. About 0 are common, 2 are distinctive, and 7 are very specific to this project.

  • ≈0

    Common · estimate

    Many files like this have a rule of this kind.

  • ≈2

    Distinctive · estimate

    This author's own choices. Worth a look.

  • 7

    Very specific

    Tied to their project's names, files or tools. Probably skip.

  • Common
  • Distinctive
  • Very specific
  1. Very specific:

    Read these sections in WORKFLOW_OPERATING_SYSTEM.md first:

    line 74
  2. Distinctive:

    Read additional sections only when relevant to this command's role.

    line 82
  3. Very specific:

    Do NOT implement fixes here.

    line 114
  4. Very specific:

    If COMPONENT_GUIDELINES.md added a new rule not represented in the worker_output_schema columns, NO_OP_TRACE: route to a schema-extension …

    line 115
  5. Very specific:

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

    line 146
  6. Very specific:

    Every atom under the atoms path has exactly one row in the merged ATOM_AUDIT.md table.

    line 154
  7. Very specific:

    Every rule from COMPONENT_GUIDELINES.md is represented as a column.

    line 155
  8. Distinctive:

    No code fixes applied by this command.

    line 160
  9. Very specific:

    Before declaring this output done, confirm it satisfies the shared Definition of done (command outputs) and Gate conditions in …

    line 163

≈ “Common” is an estimate: at least 1 in 5 of the 350,495 skill files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.

Keep what fits and drop the rest. Your version, ready for your agents.
Files
SKILL.md

Output contract, in brief. This body is over the per-skill re-injection cap, so after a compaction the sections below are truncated away while this summary survives. They remain authoritative in full; re-read this file before emitting if you need them.

  • Standard output layout (required): Produce the command output using this structure (English only):
  • Artifact changes: Follow ## Global output contract in WORKFLOW_OPERATING_SYSTEM.md for APPLIED / PROPOSED / SKIP rules. Every listed file...
  • Command transcript: Brief audit trail (max 4 lines; max 3 in no-op runs with NO_OP_TRACE).
  • Handoff: Use the adaptive ending format of WORKFLOW_OPERATING_SYSTEM.md ## Global output contract. Every Handoff is one fenced text b...
  • Definition of done (command output): Every atom under the atoms path has exactly one row in the merged ATOM_AUDIT.md table.

Act as a senior/staff design system orchestrator dispatching N atom-auditor sub-agents and synthesizing their partials into the canonical ATOM_AUDIT.md table.

Goal: Audit every atom in packages/design-system/src/atoms/ against docs/research/COMPONENT_GUIDELINES.md in parallel: dispatch N judgment workers (3-5 atoms per worker), wait for convergence, merge their structured rows into ATOM_AUDIT.md. Each row is a pass or fail verdict against a guideline, so the workers take the judgment row of wos/model-routing.md ## Dispatch roles (ADR-0236). The fleet buys wall-clock time and context isolation when the atom count is 6 or more; it no longer buys a lower token cost, which came from a cheaper worker model that ADR-0236 moved off verdict work.

Mandatory context bootstrap (before any output):

  • 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: the light-weight commands (branch-commit, what-next, where-we-at, slice-closure, compact-task-memory) plus the high-frequency implement-approved-slice and sync-task-state (v3 wave1 item D) read the four sections above with two subsections of ## Cross-cutting workflow guardrails skipped: ### External web access (centralized) and ### Sequencing heuristics (by phase). Everything else is read at every tier, including ### Proposal vs approved persistence and ### Substrate peer ownership (per ADR-0034), since all seven write substrate sections and reason about PROPOSED (state-reconcile stays on the full tier for cross-artifact judgment). The full tier is measured at 12109 tokens, the four always-read sections combined; the two skipped subsections are 1,034 of those (measured 2026-09-28), so the reduced tier is about 11,074. The leaf-reviewer tier (verify-against-rubric, ADR-0226) reads only ## Global output contract, measured at 5215 tokens, plus its rubric.
  • Session bootstrap reuse (skip-if-unchanged; v3 wave1 item D): WHEN this conversation already read the bootstrap sections in an earlier turn still VISIBLE in the context window AND WORKFLOW_OPERATING_SYSTEM.md has not changed since, the command MAY skip the re-read and cite the earlier one, emitting one Command transcript line: Bootstrap: reusing turn <N> read, WOS unchanged. Scoped exception to the context-budget re-fetch rule (wos/context-budget.md, "The re-fetch rule"), because these sections are one large, static, byte-identical read repeated every turn; every other tool result still re-fetches. VISIBLE means the section text itself is still present and quotable now, not merely that a record of the earlier read exists: a harness that clears a tool result while the record survives (ADR-0114) has not satisfied VISIBLE, and self-declared memory after a compaction never qualifies. A stateless-per-turn harness is excluded. The transcript line is mandatory; a silent skip is invalid output.
  • Resolving the spec and wos/<topic>.md: canonical repository FIRST. Otherwise use active-adapter docs: ~/.claude/workflow-docs (CLAUDE_WORKFLOW_DOCS_DIR), ~/.cursor/workflow-docs (WORKFLOW_DOCS_DIR; project .cursor/workflow-docs on project installs), ~/.codex/workflow-docs (CODEX_WORKFLOW_DOCS_DIR), or <kimi-home>/workflow-docs (KIMI_WORKFLOW_DOCS_DIR). Nonempty overrides win. Kimi home: KIMI_CODE_HOME, else existing ~/.kimi-code, else existing ~/.kimi, default ~/.kimi-code. Use one root for both paths; try other adapters if absent or unknown. Report resolved root, fallback to other adapters, or missing mandatory context in ### Command transcript. Installed snapshots refresh and prune retired topics only on sync.
  • Read additional sections only when relevant to this command's role.
  • Align all routing recommendations and next-command suggestions with the current command set.
  • Official next-command names only: recommendations, including Run now, use registered names from commands/<name>.md or commands/<name>/SKILL.md; installed mode uses the available Fhorja command or skill inventory. No invented aliases. Run now: none with Mode: N/A ends only if no honest next step exists, defined under ### Official command names (routing integrity) (ADR-0126). Required inputs:
  • project workspace path
  • path to atoms directory (default: packages/design-system/src/atoms/)
  • path to COMPONENT_GUIDELINES.md (default: docs/research/COMPONENT_GUIDELINES.md)
  • path to ATOM_AUDIT.md (default: docs/research/ATOM_AUDIT.md; created from templates/ATOM_AUDIT.md if absent)
  • optional: explicit max_fanout override, lower only (defaults to 9, the review and verification cap in WORKFLOW_OPERATING_SYSTEM.md ## Parallel workflow, ADR-0236; never above 9 here)
  • optional: explicit per-worker batch size (default 4; range 3-5)

Task repository files to update:

  • ATOM_AUDIT.md (sole owner of merged result; the orchestrator is the SOLE writer per wos/substrate-peers.md)
  • TASK_STATE.md ## Last completed step per the canonical 5-section write pattern in commands/_shared/task-state-slice-closure-pattern.md
  • .wos/fleet-inbox/<run_id>/ directory (gitignored; one partial per worker)
  • .wos/VERIFICATION_LOG.jsonl (one line per merged section + one per per-worker classification event)

Operating rules:

  • Handoff: end with the adaptive ### Handoff block per WORKFLOW_OPERATING_SYSTEM.md ## Global output contract.
  • Step 1: Enumerate atoms. List every directory under the atoms path. For each, locate the main component file (<Name>/index.tsx or <Name>/<Name>.tsx). Filter out non-atom artifacts (test files, story files, type-only files).
  • Step 2: Compute batches. Partition atom paths into batches of batch_size (default 4). N batches = N workers. If N == 0, NO_OP_TRACE: nothing to audit. If N > max_fanout, split the batches into sequential sub-batches of at most max_fanout and run them in order, stating how many sub-batches the overflow produced; do not stop for human input (D-6). This is the review and verification fan-out of WORKFLOW_OPERATING_SYSTEM.md ## Parallel workflow (ADR-0236): read-only judgment workers, at most 9 at once, and this command the only writer of ATOM_AUDIT.md and every task artifact.
  • Step 3: Verify prerequisites. Confirm COMPONENT_GUIDELINES.md exists; ATOM_AUDIT.md exists (or create from template). If COMPONENT_GUIDELINES.md is missing, NO_OP_TRACE and route to design-bootstrap.
  • Step 4: Verify the orchestrator constraint. Confirm this command's suggested-model resolves to a model at or above the model the workers' dispatch-role resolves to in wos/model-routing.md ## Dispatch roles (wos/sub-agent-orchestration.md ## Role-aware dispatch protocol); refuse to dispatch if it does not. Workers are judgment; this command's suggested-model is Opus-class.
  • Step 5: Dispatch workers. For each batch, invoke a stateless sub-agent via the host's primitive (Claude Code Agent tool with subagent_type: general-purpose and the model from the judgment row of wos/model-routing.md ## Dispatch roles, plus its effort on a Workflow agent() call; on the Agent tool write effort: inherited from session in the transcript). Pass task_input matching worker_input_schema: {atom_paths: [...], guidelines_path: "<path>"}. Each worker MUST return its result as a typed payload matching worker_output_schema (ADR-0038 Rule 1; free-form prose returns FORBIDDEN) per the worker contract. Name the path you are on before dispatch (ADR-0158 D-1). Resolve <task_root>/.wos/fleet-inbox/<run_id>/<worker_id>.json for each worker and create the run inbox. On the dynamic-workflow path, declare agent(prompt, {schema}) with worker_output_schema; consume the runtime's typed result and persist its JSON copy at that path. Never tell the worker to call StructuredOutput. On the Agent path, pass the resolved path as fleet_inbox_artifact in the existing worker-contract envelope, outside task_input; the worker writes one schema-conforming JSON payload there and the orchestrator reads it. This return-file permission grants no other writes (ADR-0158 D-2). Supply the output schema and selected-carrier instruction outside task_input. End the dynamic worker prompt with Return one payload matching worker_output_schema and nothing else; end the native worker prompt with Write one JSON payload matching worker_output_schema to fleet_inbox_artifact and nothing else.
  • Step 6: Each worker (instruction template). Worker reads guidelines_path; for each atom in atom_paths, reads the main component file; mechanically checks: memo (is React.memo / forwardRef-memo wrap present? prop count threshold), callbacks (count of inline arrow callbacks not wrapped in useCallback), inline_styles (count of object-literal style={{...}} violations after verifying and applying G-03's exception for dynamic styles backed by a Reanimated shared value or memoized runtime value), press_anim (useAnimatedPress vs useState transform if press handler present), touch_target (44pt iOS / 48dp Android minimum if interactive), a11y (accessibilityRole + accessibilityLabel for icon-only buttons + accessibilityState for interactive variants), reduced_motion (useReducedMotion() check if transform/translate animation). Sum failing rules into changes_needed. Return {status: "satisfied", rows: [...]}.
  • Step 7: Wait for convergence. Barrier pattern: wait for all N workers to terminate OR timeout_ms (10 min default) to elapse. Consume one payload per expected worker from the runtime result or the assigned <task_root>/.wos/fleet-inbox/<run_id>/<worker_id>.json, according to the selected carrier. Validate it against worker_output_schema; unrelated files and replay copies do not count as additional workers. Classify per commands/_shared/convergence-policy.md failure table.
  • Step 8: Merge. Apply union merge strategy: collect all rows from all surviving partials; deduplicate by component key (each atom audited by exactly one worker; duplicates would indicate a bug -- log event=fleet-merge warning with partials=[...]). Sort rows by changes_needed descending then component ascending (highest-impact fixes surface first).
  • Step 9: Write ATOM_AUDIT.md. Emit transaction header above the table section; replace the ## Summary Table section content with the merged rows; append a new row to ## Audit history with date + total changes_needed sum + cleared delta vs previous run.
  • Step 10: Emit VERIFICATION_LOG.jsonl. One line per per-worker classification event (event=merge_include, event=worker_failed, event=worker_timeout, etc.) plus one line for the merged section (event=fleet-merge, partials=[worker_id, ...], strategy=union).
  • Step 10.5: Scan substrate orphans (ADR-0038 Rule 3 gate). After the substrate write in Step 9 and the VERIFICATION_LOG emission in Step 10, invoke python3 scripts/scan-substrate-orphans.py <ATOM_AUDIT.md path> <TASK_STATE.md path>, with scripts/scan-substrate-orphans.py (resolved against the WORKFLOW ROOT, ADR-0218); its exit 2 means a named file was absent, never a pass against every file this command touched. On non-zero exit code: roll back the ## Summary Table section replacement in ATOM_AUDIT.md (restore the pre-write snapshot), append a line event=refuse with the additive field orphan_scan=failed (the canonical taxonomy has no orphan-specific event; the refusal is the event and the scan result is an additive field, per task-init-fleet Step 10) (with files=[...] and exit_code=<n>) to .wos/VERIFICATION_LOG.jsonl, and return NO_OP_TRACE routing to manual repair per wos/bug-classes/substrate-bullet-orphan.md. On exit code 0, proceed to Step 11. The orphan-scan gate is non-negotiable per ADR-0038 Rule 3.
  • Step 11: Update TASK_STATE.md. Per the canonical 5-section write pattern. Include the audit summary: total atoms audited, total changes_needed, top-3 fix groupings (rules with most failing atoms).
  • Except for their assigned native return file, workers NEVER write substrate, because parallel workers writing the same file would race and corrupt the merged result and scramble provenance; routing every write through the orchestrator's one apply step keeps the merge deterministic and attributable (ADR-0038 Rule 2). The orchestrator is the SOLE writer of ATOM_AUDIT.md.
  • Do NOT implement fixes here. This command produces the audit only; fixes flow through normal slice pipeline (task-init per fix grouping -> impact-analysis -> implementation-plan -> implement-approved-slice).
  • If COMPONENT_GUIDELINES.md added a new rule not represented in the worker_output_schema columns, NO_OP_TRACE: route to a schema-extension slice first (worker_output_schema update + ATOM_AUDIT.md column add).

Required output:

  1. Atom count enumerated + batch breakdown (N workers, atoms per worker)
  2. Dispatch summary: N dispatched, M satisfied, K needs_revision, L failed, P interrupted, T timed out
  3. Merge summary: total rows merged, dedup count, conflict count
  4. Per-rule failure breakdown: which rules have most failing atoms
  5. Top 3 suggested fix groupings (each a candidate slice for task-init)
  6. Path to the updated ATOM_AUDIT.md
  7. Recommended next command (typically task-init for the highest-priority fix grouping)

Claim grounding (active epistemic humility)

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)

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

Artifact changes

Follow ## Global output contract in WORKFLOW_OPERATING_SYSTEM.md for APPLIED / PROPOSED / SKIP rules. Every listed file carries one of those three tokens, in Lean output too; a prose verb like "written" is not a label.

Command transcript

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

Handoff

Use the adaptive ending format of WORKFLOW_OPERATING_SYSTEM.md ## Global output contract. Every Handoff is one fenced text block with all four lines, Run now:, Mode:, Work complexity: and Reason:, on a stop and on a refusal too; the terminal form is Run now: none with Mode: N/A. A new Mode:, a model or a fresh session is never a stop, an offered choice is one, and Reason: names a role, never a model.

Definition of done (command output)

  • Every atom under the atoms path has exactly one row in the merged ATOM_AUDIT.md table.
  • Every rule from COMPONENT_GUIDELINES.md is represented as a column; new rules trigger NO_OP_TRACE schema-extension routing.
  • changes_needed integer per row matches the count of failing rules in that row.
  • Audit history row appended for this run with date + total + cleared delta.
  • Top 3 fix groupings suggested in the output (NOT in the file).
  • Worker contract violations explicitly listed in ### Command transcript.
  • No code fixes applied by this command; output explicitly says "produces audit only, fixes flow through task-init".
  • Substrate peer rule respected: ATOM_AUDIT.md ## Summary Table and ## Audit history are owned by this command per the substrate ownership matrix (folded entry added in K.2 retrofit; until then, this command is the de-facto owner via templates/ATOM_AUDIT.md convention).
  • scan-substrate-orphans.py exit code 0 on every touched file (ATOM_AUDIT.md, TASK_STATE.md). A non-zero exit blocks completion, triggers Step 10.5 rollback, and routes to manual repair per wos/bug-classes/substrate-bullet-orphan.md.
  • 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: This is the J.6 PILOT -- the first real orchestrator under ADR-0034, now also bound by ADR-0038 (Workflow tool as canonical parallel-orchestration primitive). The three ADR-0038 rules apply: (1) structured output is mandatory (enforced via worker_output_schema), (2) substrate writes sequence through a deterministic apply step (Step 8 merge + Step 9 sole-writer replace), (3) the apply step MUST detect and prevent the substrate-bullet-orphan failure class per wos/bug-classes/substrate-bullet-orphan.md -- gated by Step 10.5 invoking scripts/scan-substrate-orphans.py. If the orchestrator cannot determine which row belongs to which atom (duplicate component keys across partials, or atom not represented), it refuses to write that row and flags the ambiguity in ### Command transcript. Silent dropping is forbidden. The pilot is the eval-baseline for K.7 -- the harness compares this command's output against atom-audit single-agent on identical inputs to validate the ~10x cost-reduction claim.

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