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Get Started Free →tywinlu1988/credit-qa-verifier
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
Passed 20 of 23 test cases with the skill, and 11 of 23 without it.
and 15 more in the full report
11 fixed9 passed either way1 still failing2 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 11 test cases the skill fixed. Same model, same prompt, with and without the skill.
Perform QA verification on work path `WP-CS-01` where all four mandatory checks pass, all Path Sheet quality gates pass section evidence checks, but the delivery note contains a non-blocking formatting note for future revisions. Output the YAML verdict.
| Checked | Without skill | With skill |
|---|---|---|
| The overall verdict field is set to pass-with-findings. | Missed | Passed |
| All items under mandatory_checks are set to pass. | Passed | Passed |
The instructions your model reads when the skill loads.
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.test cases passed, vs 11 / 23 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.