| id | veracity-audit |
| name | veracity-audit |
| type | skill |
| version | 1.0.0 |
| domain | ["devex"] |
| platform | ["none"] |
| task | ["review","testing"] |
| maturity | draft |
| description | Audit a data pipeline for Veracity and Value. Dispatches data-scientist, compliance-auditor, and data-engineer agents with project context injected at dispatch time. All source paths are supplied via flags — no defaults, no project assumptions. Subcommands: audit (full pipeline walk), score-check (scoring math only), gate-check (gate coverage only), source-trace <label> (single source end-to-end). Invoke when: "audit pipeline", "veracity check", "scoring math correct?", "check gates", "trace source", "verify quality gates", "formula correct?".
|
| argument-hint | audit | score-check | gate-check | source-trace <label> --config <path> --quality-config <path> --pipeline-dir <path> --scoring-dir <path> |
| effort | max |
| model | opus |
| tools | Read, Grep, Glob, Bash |
Veracity Audit
Orchestrating audit skill for data pipelines. Dispatches specialized sub-agents
(data-scientist, compliance-auditor, data-engineer) with project context
injected at dispatch time. Produces inline findings; --save writes to docs/audits/.
Covers:
- Veracity — source reliability, scoring math integrity, quality gate completeness
- Value — primary score vs. legacy output correctness, blend-config wiring
Required Arguments
All paths must be provided explicitly. The skill has no built-in defaults.
| Flag | Required | Description |
|---|
--config <path> | yes (score-check, audit) | Scoring/rating config file (YAML or JSON) |
--quality-config <path> | yes (gate-check, audit) | Data quality gate declarations file |
--pipeline-dir <path> | yes (audit, source-trace) | Directory containing pipeline step source files |
--scoring-dir <path> | yes (score-check, audit) | Directory containing scoring/math source files |
--save | no | Write findings to docs/audits/veracity-<YYYY-MM-DD>.md |
--since <spec> | no, gate-check only | Focus on checks added within this window (e.g. "30 days ago") |
If a required flag is missing, print which flags are needed and halt.
Pre-flight (always runs first)
Confirm the three required agents are installed:
~/.claude/agents/data-engineer.md
~/.claude/agents/data-scientist.md
~/.claude/agents/compliance-auditor.md
If any are missing, halt:
Missing agent(s): <list>
Run: dotclaude bootstrap
Then re-invoke this skill.
Subcommand: audit
Full pipeline walk. Dispatches three agents in parallel, then synthesizes.
Required flags: --config, , ,
