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/ijfw-cross-audit

Generate a cross-platform multi-model audit (Trident) on a diff, brief, or artifact. Trigger: 'cross audit', 'Trident', 'second opinion', 'check with other models', 'check with other AIs', 'cross-check this', 'get another perspective', /cross-audit

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ijfw
20591 skills37 agents22 commands1 MCP
Install
$ npx -y skills add FerroxLabs/ijfw --skill ijfw-cross-audit --agent claude-code

How it fires

How this skill gets triggered: by you, by Claude, or both.

  • Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
  • You can call itInvoke it directly when you want it.
  • Slash command/ijfw-cross-audit

Context preview

The summary Claude sees to decide when to auto-load this skill.

Generate a cross-platform multi-model audit (Trident) on a diff, brief, or artifact. Trigger: 'cross audit', 'Trident', 'second opinion', 'check with other models', 'check with other AIs', 'cross-check this', 'get another perspective', /cross-audit

SKILL.md

ijfw-cross-audit.SKILL.md
name: ijfw-cross-audit
description: "Generate a cross-platform multi-model audit (Trident) on a diff, brief, or artifact. Trigger: 'cross audit', 'Trident', 'second opinion', 'check with other models', 'check with other AIs', 'cross-check this', 'get another perspective', /cross-audit"

Execution

1. **Detect artifact.** Accept: diff, file path, brief text, or `HEAD~1..HEAD`. If none provided, ask once: `What should I audit? (diff, file, or paste text)`

2. **Detect auditors.** Roster covers six independent training lineages:

  • `codex` (openai family) -- OpenAI CLI
  • `gemini` (google family) -- Gemini CLI
  • `claude` (anthropic family) -- Claude Code (fresh session)
  • `deepseek` (oss / cn lineage) -- DeepSeek API
  • `qwen` (oss / cn lineage) -- Qwen Code CLI
  • `kimi` (oss / cn lineage) -- Moonshot Kimi
  • `opencode`, `aider`, `copilot` (additional oss / openai-family auditors)

Default selection: diversity strategy picks one openai-family + one google-family + caller, excluding the caller's own family. Reachability = CLI on PATH OR API key in env. The Donahoe Trident principle says: at least three lenses, three lineages.

3. **Override roster with `--with`.** Pass `--with <id>[,<id>]` to pin the exact auditors fired. Self-audit is rejected (same-lineage = single source). Example: `cross-audit --with codex,gemini,deepseek <target>`.

4. **Dispatch in parallel.** Every lens runs concurrently; the orchestrator short-circuits stragglers once `minResponses` productive results land. Per- provider timeouts (codex 120s, gemini 90s, default 90s) plus `IJFW_AUDIT_TIMEOUT_SEC` override.

5. **Reconcile.** Lexical-signature clustering (issue + location):

  • **CONSENSUS** -- flagged by ≥2 lenses (`consensus: true`, `consensusCount`, `consensusLenses`)
  • **CONTESTED / single-lens** -- flagged by exactly 1 lens
  • **PASS** -- no findings

Output ranks CONSENSUS findings first, then single-lens findings, each ordered by canonical severity (critical → low).

6. **Emit report** using the report format rule below.

Budget controls

  • `IJFW_AUDIT_BUDGET_USD` (default `$2.00`) -- per-session aggregate cap.

Post-flight accumulation; first call is always allowed, subsequent calls are rejected when `accumulated + estimate > budget`. Raise to continue.

  • `IJFW_AUDIT_BUDGET_USD_PER_LENS` -- granular cap on a single lens's spend

across one convergence cycle. Useful for "spend at most $0.50 per gemini call" guardrails on long-running converge loops.

  • `IJFW_AUDIT_TIMEOUT_SEC` -- per-auditor budget (clamped to [1, 3600]).
  • `IJFW_AUDIT_CONCURRENCY` -- parallel-fire cap (default 3).

Report format rule (all cross-audit outputs)

Any reconciliation report presenting multiple paths MUST use this structure:

VERDICT
  <one-line converged recommendation>

OPTIONS
  A -- <short-name>: <one-line what it is>
  B -- <short-name>: <one-line what it is>

REVIEWER CONVERGENCE
  <reviewer>:  <letter>  <score>  "<their call>"  => Option <letter> -- <name>

RECOMMENDATION
  Option <X> -- <name> because <one-sentence why>.

NEXT ACTION
  <exact command or step>

Never write "Option A" or "Option B" without "-- name" immediately after it on the same line.

Severity / disposition vocabulary

Two axes, never mixed:

  • **Finding severity** (sortable, per-item): `critical | high | medium | low`.
  • **Audit disposition** (status of the whole audit): `PASS | CONDITIONAL | WARN | FLAG | FAIL`.

The merger coerces stray disposition values (`warn`, `flag`, etc.) on a per- finding `severity` field into the canonical severity scale (`warn→medium`, `flag→high`, `fail→critical`) so nothing sinks to the unranked bottom.

Output contract

Emit a `gate-result` block as the **LAST** content of your output. Nothing after it. Use `gate="cross-audit"`. Statuses: `PASS | CONDITIONAL | WARN | FLAG | FAIL`.

Format:

{
  "schema_version": "1.0",
  "gate": "cross-audit",
  "status": "<STATUS>",
  "project_type": "<from project-type-detector>",
  "lenses": [],
  "affected_artifacts": [],
  "accounting": {"duration_ms": 0, "lenses_invoked": 0, "cost_usd": null},
  "remediation": [],
  "receipts_ref": null,
  "supersedes": null,
  "gate_id": "<gate-with-colons-replaced-by-dashes>-<ts>-<rand4>",
  "emitted_at": "<ISO-8601>"
}
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Ships withijfw

IJFW — It Just F*cking Works. Ferrox Labs' local-first infrastructure for AI coding agents: shared memory, smart routing, multi-AI cross-audits, disciplined workflow.

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