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Get Started Free →Use when verifying a fixed-income credit report or analysis — checking a work path's quality gates, enforcing the mandatory signal-density rules (no numeric score below the density floor), the one-shot-veto CCC ceiling, Mode B anti-hallucination guardrails, and single-source-of-truth compliance (no invented thresholds). Triggers on 'QA check', 'review this report', 'check for issues', 'quality gate', or as the final step after report generation. Reads engine documents as the rule source; never r
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-01 | ✗→✓ | ▲ Improved | 66% | 0% |
| case-03 | ✗→✓ | ▲ Improved | 68% | 0% |
| case-05 | ✗→✓ | ▲ Improved | 113% | 0% |
| case-07 | ✗→✓ | ▲ Improved | 118% | 0% |
| case-08 | ✗→✓ | ▲ Improved | 77% | 0% |
See dev/engine/agent-protocol.md §1 — engine/ and templates/ paths resolve to the package root in both plugin-install and open-as-project modes.
Engine version: v0.3.2
Non-Negotiables (see AGENTS.md): no delivery of analysis conclusions without a passing QA Verdict from this skill (pure knowledge questions exempt) · no numbers without a doc §section citation (engine_undefined otherwise) · no report outside dev/templates/.
QA layer — final stage of the four-stage chain. Responsibility: perform pre-delivery review of the Delivery Note and its upstream Analysis Artifact and Path Sheet, producing a QA Verdict. This skill uses engine documents as the rule source and never relaxes a gate: if any quality gate or mandatory check fails, the verdict is fail and must be sent back for remediation; do not lower standards for delivery. This skill does not replicate any thresholds/rating mappings; rule content uses the referenced engine documents as the single source of truth.
credit-report-builder (field shape at dev/engine/pipeline-contract.md §2.3).fixed-income-credit-analysis, for reviewing density/veto/completeness (§2.2).quality_gates: produced by credit-analysis-router, serving as the checklist source for gate-by-gate review; path_id is the join key throughout — all three artifacts must be consistent.dev/engine/pipeline-contract.md §2.4. verdict takes one of pass | pass-with-findings | fail.path_id in all three artifacts must be identical and resolvable in the registry. Inconsistency → fail.quality_gates list, producing gate_results (each with status + evidence, evidence citing engine document sections).fail.pass; pass but with findings that should be noted → pass-with-findings; any failure → fail with remediation.density_rule: Dimensions below the density floor must not output numeric scores and must be annotated as insufficient information to evaluate; when weighted-average density is insufficient, must not output a final letter rating. Rule source: dev/engine/mosaic-engine.md §4.3.veto_ceiling: Issuers triggering a one-vote veto have their rating ceiling locked at CCC, may not be raised. Rule source: dev/engine/industry-framework.md §5.mode_b: Unless the user explicitly provides data sources (CSV/API/MCP), no Mode B external data values may appear; all Mode B fields must be treated as data gaps. Rule source: dev/engine/mosaic-engine.md §6.single_source: Reports/analyses must not fabricate thresholds, weights, or rating mappings; quantities not defined in the engine must be annotated as engine_undefined. Rule source: all referenced engine documents.templates field (or declared marker) — no ad-hoc layouts. Rule source: dev/engine/work-path-registry.md + dev/templates/index.yaml.doc §section citation or is marked engine_undefined. Rule source: AGENTS.md Non-Negotiables.dev/engine/industry-framework.md + dev/engine/contagion-matrix.md.path_id, and this QA Verdict is produced before delivery — no analysis ships without it. All artifact files (Path Sheet / Analysis Artifact / Delivery Note) must parse as valid YAML — an unparseable artifact is a fail. Rule source: dev/engine/pipeline-contract.md.rendered list (excluding report-index.html itself) contains more than 1 entry, report-index.html MUST be present in rendered, and every link within it must be a relative path to one of the other rendered files. Rule source: credit-report-builder skill §Assembly Protocol step 6.template-base.css inlined as a <style> block — no <link rel="stylesheet"> tags in delivered reports. Verify by checking that each .html file in rendered contains /* inlined from template-base.css */ or the full CSS variable block. Rule source: credit-report-builder skill §Assembly Protocol step 4.rendered and source_analysis must be relative (./file or file). Absolute paths (starting with a drive letter or root slash) are a protocol violation. Rule source: credit-report-builder skill §Assembly Protocol step 7.Template (schema single source of truth is dev/engine/pipeline-contract.md §2.4):
yamlpath_id: "" # join key (all three artifacts must be consistent) verdict: "" # pass|pass-with-findings|fail gate_results: # gate-by-gate review results - gate: "" # "rule name (dev/engine/<doc>.md §section)" (inherited from Path Sheet quality_gates) status: "" # pass|fail evidence: "" # review evidence (citing engine document sections, not copying values) mandatory_checks: # four mandatory checks density_rule: "" veto_ceiling: "" mode_b: "" single_source: "" remediation: [] # remediation suggestions for failed items
Example (Credit Selector single target WP-CS-01, three gates all pass, mandatory checks all pass, one finding to note):
yamlpath_id: WP-CS-01 verdict: pass-with-findings gate_results: - gate: "Signal Density (dev/engine/mosaic-engine.md §4.3)" status: pass evidence: Dimensions below density floor are set to null and annotated insufficient information to evaluate (mosaic-engine §4.3) - gate: "Veto (dev/engine/industry-framework.md §5)" status: pass evidence: No one-vote veto triggered; rating ceiling rule verified (industry-framework §5) - gate: "Cross-Validation (dev/engine/dual-track-methodology.md §4)" status: pass evidence: Track divergence presented and interpreted in report (dual-track-methodology §4) mandatory_checks: density_rule: pass veto_ceiling: pass mode_b: pass single_source: pass remediation: []
credit-report-builder — consumes its Delivery Note and upstream artifacts.fail, return to the appropriate stage per remediation (density/veto issues → return to analysis; template/assembly issues → return to report) for remediation and re-review.fail.references/qa-checklist.md); do not fabricate rules.references/qa-checklist.md — QA checklist (gate rule name → engine document traceability, pointer only)dev/engine/pipeline-contract.md — Four-stage chain I/O contract (artifact schema single source of truth)dev/engine/mosaic-engine.md — Signal density / completeness / Mode B guardrail (density_rule, mode_b rule source)dev/engine/industry-framework.md — One-shot veto rating ceiling (veto_ceiling rule source)dev/engine/work-path-registry.md — Work path registry (quality gate list traceability)Other measured skills in the registry, with their headline benchmark lift.