From pipeline
Full codebase review with parallel sector agents — Phase 0 grep, N sectors, synthesis
How this skill is triggered — by the user, by Claude, or both
Slash command
/pipeline:auditingThe summary Claude sees in its skill listing — used to decide when to auto-load this skill
Comprehensive codebase review using parallel sector agents. Each sector reviews a slice of the
Comprehensive codebase review using parallel sector agents. Each sector reviews a slice of the codebase independently, then a synthesis agent performs cross-sector analysis.
Core principle: Parallel review for speed, synthesis for cross-cutting issues.
Phase 0: Grep ──┐
├──▶ Launch N sector agents ──▶ Collect reports ──▶ Synthesis agent ──▶ Present report
Load constraints ┘
Run all patterns from review.phase0_patterns[] in parallel before spawning agents.
This identifies hot-spots so agents read surgically rather than blindly.
Default patterns (configurable):
Filter results by sector and include relevant hits in each agent's prompt.
When dispatching subagents, read and use these prompt template files (located in the same directory as this SKILL.md):
./sector-agent-prompt.md — Prompt for each sector review agent./synthesis-agent-prompt.md — Prompt for the cross-sector synthesis agentBefore dispatching each agent: Replace all config.models.* placeholders in the prompt with actual values from pipeline.yml (e.g., config.models.review → "sonnet"). Also substitute any [PLACEHOLDER] values with actual data from the current review context.
Sectors come from review.sectors[] in pipeline.yml. If none configured, auto-split
by top-level directories under routing.source_dirs.
Each sector defines:
name — human-readable nameid — short ID for finding prefixes (A, B, C...)paths — glob patterns for files in this sectorAgents follow this to minimize tokens:
Pass 1 — Grep and enumerate:
Pass 2 — Targeted reads:
After Pass 2, rate your confidence in each finding. If you haven't read the relevant code, confidence MUST NOT be HIGH.
Every finding uses:
FINDING [SECTOR]-[NNN] | [🔴 HIGH/🟡 MEDIUM/🔵 LOW] | [HIGH/MEDIUM/LOW confidence] | [file:line] | [category]
[Description of problem and consequence]
Each sector agent appends (mark each cross-reference with HIGH/MEDIUM/LOW confidence):
The synthesis agent receives all sector reports and performs:
After fixing findings from this review:
npx claudepluginhub djwmobley/pipeline --plugin pipelineRuns mechanical checks (build, typecheck, lint, tests, secrets scan) then dispatches specialist reviewers and produces a scored codebase health report. Use for code quality, security, or performance audits.
Iterative multi-agent code audit that detects project shape and risk signals, runs role-scoped reviewers, consolidates findings with a false-positive contract, and fixes critical/high issues in batches until clean.
Audits entire codebases for DRY/YAGNI violations, complexity issues, and naming drift. Supports single-agent or team-review modes with directory scoping.