Factory Review

Value: Communication -- factory mode concentrates the human's attention on
decisions that matter. This skill ensures the review interface is clear,
concise, and actionable so the human can provide meaningful oversight without
re-reading every line of code.

Purpose

Structures the human review experience during Phase 3 of factory-mode builds.
Produces audit trail summaries, PR digests, retrospective synthesis, quality
trend reports, and an autonomy tuning interface. The goal is high-signal review
in minimal time.

Practices

Audit Trail Summary

Read from .factory/audit-trail/ and present a concise build summary:

• Slices completed: Count and list (by slice ID and title)
• Rework rate: Percentage of slices that required rework cycles
• Gate failure distribution: Count of failures by gate type (tdd, review,
  ci, mutation)
• Escalations pending: Count and brief description of each unresolved
  escalation

Format as a dashboard-style summary. Lead with the numbers, follow with
details only if the human asks.

PR Digest

For each merged PR in the build, produce a one-paragraph summary:

1. What changed: Feature or fix description in plain language
2. Which slice: The vertical slice ID this PR implements
3. Which pair: The two engineers who built it
4. Gate results: Pass/fail for each quality gate (tdd, review, ci,
   mutation)
5. Rework count: Number of rework cycles before all gates passed

Keep each digest to 3-5 sentences. The human should be able to scan all
PR digests in under a minute for a typical build session.

Retrospective Synthesis

Aggregate findings from team retrospectives (stored in
.factory/audit-trail/retrospectives/) and surface patterns:

• Recurring rework causes: What kinds of issues triggered the most rework?
• Pair effectiveness: Which pairings produced the fewest rework cycles?
• Domain hotspots: Which areas of the domain model generated the most
  discussion or revision?
• Process friction: Any team-identified impediments or improvement
  suggestions

Present as bullet points grouped by theme. Do not editorialize -- report
what the team said.

Quality Trend Tracking

Read from .factory/audit-trail/metrics/ and present trends:

Metric	Current	Previous	Trend
Mutation score	%	%	up/down/stable
Rework rate	%	%	up/down/stable
Cycle time per slice	duration	duration	up/down/stable
Gate failure rate by type	counts	counts	up/down/stable

"Previous" means the last completed build session. If no previous session
exists, omit the comparison column.

Tuning Interface

Accept adjustments to .factory/config.yaml during review. For each proposed
change:

1. Validate: Check that the change is consistent (e.g., cannot enable
   auto-merge at conservative autonomy level; cannot disable a gate that
   another setting depends on)
2. Explain implications: What will change in behavior if this setting is
   modified? Be specific.
3. Apply or reject: If valid, apply the change. If invalid, explain why
   and suggest the nearest valid alternative.

Never apply config changes silently. Always confirm with the human before
writing to .factory/config.yaml.

Escalation Review

Present each pending escalation with full context:

1. Which gate: The quality gate that triggered the escalation
2. Rework attempts: How many rework cycles were attempted
3. What was tried: Brief summary of each rework attempt
4. Current state: What the code looks like now (diff or description)
5. Recommendation: The team's suggested resolution (if any)

The human decides: resolve, override, or send back for more rework.

Enforcement Note

This skill provides advisory guidance for structuring the review experience.
It reads from audit trail files produced by the pipeline and presents them
in a human-friendly format. It cannot enforce that the human reviews every
item -- it can only make the review efficient and thorough.

Verification

After completing a factory review session, verify:

• Audit trail summary was presented with current build metrics
• Every merged PR has a digest (no PRs skipped)
• Retrospective synthesis covers all team retrospectives from the session
• Quality trends include comparison to previous session (if available)
• All pending escalations were presented with full context
• Any config changes were validated before being applied
• Human confirmed or overrode each escalation

If any criterion is not met, revisit the relevant practice.

Dependencies

This skill requires the pipeline skill for factory mode infrastructure.
It integrates with:

• pipeline: Reads audit trail files and metrics produced by the pipeline
  orchestrator during Phase 2
• ensemble-team: Retrospective synthesis reads team retro output;
  pair effectiveness data comes from pairing history
• ci-integration: Gate failure data includes CI_RESULT packets from
  the ci-integration skill

Missing a dependency? Install with:

npx skills add jwilger/agent-skills --skill pipeline