Review Orchestrator

Review Orchestrator

Entry point for the entire review domain. This skill is a thin router: it detects scope, dispatches specialized reviewers in parallel, then consolidates their findings into one unified report sorted by severity. It does not perform any review logic itself.

Workflow

Review Orchestrator Progress:
- [ ] Step 1: Build Review Context Pack (PR metadata, scope, rules, context_doc summary)
- [ ] Step 2: Detect review mode (diff mode vs. path mode)
- [ ] Step 3: Collect bounded scope - git diff OR file list from path
- [ ] Step 4: Parse flags / auto-detect domain from scope
- [ ] Step 5: Ask user to confirm optional convention and legacy/profile reviewers
- [ ] Step 6: Plan sub-agent dispatch, token budgets, and model strategy
- [ ] Step 7: Stage 1 gate - spec compliance check (if issue/task provided)
- [ ] Step 8: Dispatch selected reviewers in PARALLEL with reviewer-input schema
- [ ] Step 9: Collect reviewer-finding schema results and handle NEEDS_CONTEXT
- [ ] Step 10: Run strict synthesis when blockers/majors exist or --strict is set
- [ ] Step 11: Sort by severity, deduplicate, emit unified report

Input Contract

Managed Review Feedback Loop

Default behavior remains lightweight: emit the consolidated report only and do not create Task Manager artifacts. Use managed mode only when requested by the caller or when an unambiguous related flow is detected and the caller accepts attachment.

Runtime CLI surface:

keryx review attach --flow <id> --target <kind> --ref <ref>
keryx review start --target <kind> --ref <ref>
keryx review ingest --report <path> [--flow <id>] --ref <ref>
keryx review status <review-id-or-path>
keryx review complete <review-id-or-path>

Managed modes:

• lightweight: report-only; no flow or managed review artifacts are created.
• attach-review: write under .metaproject/flows/<flow-dir>/reviews/<review-id>/.
• review-flow: write under .metaproject/reviews/<review-id>/.
• ingest: convert an existing review report into managed findings, decisions, and learning handoff, attached to a flow when one is explicit or matched.

Required artifacts for managed modes:

• manifest.json
• scope.md
• coverage.md
• report.md
• findings.json
• learning.md
• decisions.md

When attaching to a flow, resolve the flow by explicit flow_id, PR URL, issue URL, or branch metadata. Never mutate .metaproject/flows/*/flow.json from review code; Task Manager state changes remain owned by keryx flow.

Review Context Pack

Before routing reviewers, build a compact review_context object. This is the shared source of truth for all sub-agents and must follow skills/review-orchestrator/review-context.schema.json.

Required content:

• Request: raw user request, flags, review mode, explicit paths or commit range.
• Git/PR metadata: repo, branch, base, head, merge-base, PR number/URL when available.
• Scope summary: changed files grouped by domain, high-risk files, generated/ignored files.
• Requirements: issue URL, linked task docs, acceptance criteria extracted from context_doc when available.
• Rules: matched repository rules and convention docs by path.
• Decisions: why each reviewer was selected or skipped.
• Token policy: effective budget, truncation decisions, files summarized instead of fully inlined.
• Legacy/profile reviewer availability and selection state.

Context modes:

• none: no additional context collection; use only diff/path and local rules.
• light: default for PR review. Read existing context_doc, local AGENTS.md/CLAUDE.md, and matching rule files. Do not browse external docs.
• full: for large/high-risk PRs or user request. Invoke context-collector first, then pass the resulting context path and summary to reviewers.

High-risk triggers for full recommendation:

• Auth, permissions, API contracts, migrations, shared core, state management, graph/flow, security, performance-critical paths.
• More than 20 changed source files or more than 2,000 changed lines.
• Missing or ambiguous linked requirements.

If full context would be useful but was not explicitly requested, ask once:

This PR touches high-risk areas. Build full review context before dispatching reviewers?

  A) Yes - collect full context first (recommended)
  B) No - use light context and continue

> pick a letter (default: A)

Token and Context Budget Management

The orchestrator owns token budget. Sub-reviewers should receive only the context needed for their domain.

Budget rules:

• Compute a scope digest before dispatch: file list, diff stats, module map, and top risks.
• Send full diffs only for files relevant to each reviewer.
• For large files, send changed hunks plus nearby symbols first; include full file only when path mode or the reviewer requires whole-file context.
• Never send generated files, lockfiles, snapshots, build output, or vendored code unless the reviewer is specifically about that file type.
• Cap each reviewer prompt with per_reviewer budget when provided; otherwise use the smallest prompt that preserves evidence.
• Record omitted files and truncation in review_context.token_policy.omissions.
• If a reviewer returns NEEDS_CONTEXT, provide only the missing targeted context, not the entire repository.

Default budget guidance:

Model Strategy

Default: keep the current model for all reviewers.

If the platform supports assigning models to sub-agents and the user/automation allows it, the orchestrator may use model_strategy: adaptive:

Rules:

• Do not silently change model class when model_strategy is current.
• With model_strategy: ask, present the model plan once before dispatch.
• With model_strategy: adaptive, record chosen model class per reviewer in the final report metadata.
• If model assignment is unsupported, record model_strategy: current-session.

Scope Detection

Step 1: Determine Review Mode

Before anything else, determine whether the request is diff mode or path mode:

Path mode is active when ANY of these is true:

• User explicitly provides a file or directory path (src/stores/, src/components/UserCard.tsx)
• User names a specific module, component, or store: "review the UserStore", "review the pipelines module", "review src/auth/"
• User says "review [the entire / whole / all of] X" where X is a module name, not a branch name

Diff mode (default) is active when:

• No path or target name provided
• User says "review", "review my changes", "review PR", "review this branch"

Diff Mode

See shared script: skills/shared/git-merge-base.md

Run the script to determine BASE_SHA, then:

git diff --name-only "${BASE_SHA}"   # changed files for auto-detection
git diff "${BASE_SHA}"               # full diff passed to reviewers

Scope is limited to changes introduced in the current branch since merge-base.

Path Mode

When a path or target is named, collect the files to review:

# If a directory path is given:
find <path> -type f \( -name "*.ts" -o -name "*.tsx" -o -name "*.js" -o -name "*.jsx" \) | sort

# If a file path is given:
cat <file>

# If a module name is given (e.g. "UserStore", "pipelines module"):
find . -type f -name "*<name>*" \( -name "*.ts" -o -name "*.tsx" \)
# Also check common locations: src/stores/, src/modules/, src/components/

Pass the full file contents (not a diff) to sub-reviewers. Set SCOPE_MODE: path.

Reviewer behavior in path mode: reviewers check the entire file content — not just added lines. All findings apply to the current state of the code, not only to changes.

Auto-detection of Reviewers (both modes)

When no flag is provided, infer reviewers from the collected file list:

Project Convention Auto-Detection

If the repository has local convention docs such as CLAUDE.md, AGENTS.md, .junie/guidelines.md, or module-level CLAUDE.md files, append these reviewers by path:

These convention reviewers are additive: keep the generic reviewers selected by normal detection, then add the matching convention pass. Deduplicate reviewer names before dispatch.

Convention Reviewer Confirmation

When convention reviewers are auto-detected and the user did not explicitly pass --project-conventions, --frontend-conventions, --testing-practices, --core-boundaries, --flow-graph, or --all, ask before dispatch:

I found local convention reviewers that match this review scope:

  A) Include all detected convention reviewers (recommended)
  B) Choose individually
  C) Skip convention reviewers for this run

Detected:
  - review-frontend-conventions: <why detected, or omit if not detected>
  - review-testing-practices: <why detected, or omit if not detected>
  - review-core-boundaries: <why detected, or omit if not detected>
  - review-flow-graph: <why detected, or omit if not detected>

If the user chooses B, list only detected reviewers and ask for names to include/exclude. If the user does not answer and the review is part of an automated job-orchestrator pipeline, use the job setting convention_reviewers (default: "ask"; if still unresolved, include all detected reviewers and record that choice in the review scope).

Legacy/Profile Reviewer Auto-Detection

Legacy/profile reviewers are specialized review profiles that predate the review-domain review-* naming. They are still valid and must be shown separately from generic and convention reviewers so the user can opt in deliberately.

When any legacy/profile reviewer is available and the user did not explicitly pass its flag, ask after convention prompts:

This question controls only optional legacy/profile reviewers. Generic and convention reviewer choices listed above are unchanged.

Include legacy/profile reviewers?

  A) Include all applicable profile reviewers
  B) Choose individually
  C) Skip legacy/profile reviewers (recommended unless you need these profiles)

Available:
  - code-ai-review: strict AI review profile
  - code-b091-review: b091-style strict logic profile
  - code-style-review: legacy style/architecture profile
  - code-mobx-store-review: MobX store/state profile (only if MobX/store files are present)

If the user chooses B, list only applicable reviewers and ask for exact names. If the review is part of job-orchestrator, use reviewers and conditional_reviewers automation settings when provided.

Review Plan Preview must include an Optional legacy/profile reviewers group and a Skipped reviewers group with reasons such as:

Optional legacy/profile reviewers:
  - code-ai-review: available via --code-ai or --legacy-profiles
  - code-b091-review: available via --b091 or --legacy-profiles
  - code-style-review: available via --code-style or --legacy-profiles
  - code-mobx-store-review: auto-suggest when *.store.ts or MobX patterns are present; available via --mobx-store or --legacy-profiles

Skipped reviewers:
  - code-ai-review: profile reviewer, not selected unless --code-ai/--legacy-profiles
  - code-b091-review: profile reviewer, not selected unless --b091/--legacy-profiles
  - code-style-review: legacy style profile, not selected unless --code-style/--legacy-profiles
  - code-mobx-store-review: not selected unless --mobx-store/--legacy-profiles or MobX store files are detected

Routing Table

Multiple flags may be combined. Example: review --backend --security dispatches review-logic + review-backend + review-architecture + review-security-code. Example: review --frontend --frontend-conventions dispatches the generic frontend set plus the local frontend conventions reviewer.

Stage 1 Gate — Spec Compliance

Run this FIRST, before dispatching quality reviewers, when an issue_url or task doc is provided.

1. Fetch issue or task requirements.
2. Map changed files and functions to acceptance criteria.
3. Identify any criteria that are not addressed by the diff.
4. If there are unimplemented criteria: emit them as blocker findings in the final report and note them in ## Blockers.
5. Continue dispatching the remaining reviewers regardless (spec gaps + quality issues both belong in the report).

Dispatching Reviewers

Dispatch selected reviewers in parallel when independent. Use waves when token budget is tight or when one reviewer needs another result:

1. Wave A - core correctness/risk reviewers: logic, architecture, security/highload when selected.
2. Wave B - domain reviewers: frontend/backend/testing/convention reviewers filtered to relevant files.
3. Wave C - synthesis: strict pass when blockers/majors exist, --strict is set, or PR is high-risk.

Agent Runtime Compatibility

Before dispatching a reviewer through a platform-native sub-agent mechanism, verify that the exact reviewer name is available as an agent type in the current runtime.

Runtime rules:

• If the exact reviewer agent type exists, dispatch that reviewer directly.
• If the exact reviewer agent type does not exist but skills/<reviewer>/SKILL.md exists, dispatch general-purpose and include the reviewer name, skill path, bounded review context, and required REVIEW_RESULT schema in the prompt.
• If neither the agent type nor the skill file exists, do not silently substitute another reviewer. Mark that reviewer as BLOCKED, include the missing agent/skill name, and continue only with independent reviewers.
• Record the chosen runtime per reviewer in review_context.review_plan.dispatch_plan.
• The user-facing progress line must be explicit: "Running <reviewer> via general-purpose fallback because native agent type is unavailable."

Do not use vague fallback messages such as "running through available agent types" without naming which reviewers used fallback and why.

Pass each sub-reviewer a payload matching skills/review-orchestrator/reviewer-input.schema.json:

review_context: <bounded context pack>
reviewer: <skill-name>
scope_mode: diff | path
context_doc: <path or empty>
issue_url: <url or empty>
model_class: simple | normal | complex | current-session
budget:
  max_prompt_tokens: <number or null>
  max_findings: <number>

# If scope_mode = diff:
branch: <branch>
base_sha: <base sha>
diff: <filtered diff relevant to this reviewer>

# If scope_mode = path:
target_path: <resolved path or file list>
file_contents: <bounded file contents relevant to this reviewer>

Each reviewer must return a REVIEW_RESULT object matching skills/review-orchestrator/reviewer-finding.schema.json, followed by a concise markdown summary. The orchestrator must reject or normalize free-form reports before consolidation.

Important for path mode: instruct each reviewer to check the entire file, not just changes. The scope report should say "Path: <TARGET_PATH>" instead of a branch/merge-base.

Greptile Reviewer

review-greptile runs in parallel with the other reviewers when a PR number is available (diff mode with a PR). It is excluded in path mode (no PR) unless --greptile is explicitly specified.

When dispatching review-greptile, pass additionally:

PR_NUMBER:    <pr number>
REPO:         <owner/repo>
REMOTE:       github | gitlab

Greptile findings use G- prefixed IDs and are merged into the consolidated report under a dedicated section "## Greptile (Codebase-Aware Findings)" placed before the Blockers section. If Greptile identified cross-file impact not caught by other reviewers, those appear as additional blockers/majors.

Auto-include Greptile when: --all flag is used AND a PR number is resolvable from the current branch (gh pr view succeeds).

Scope Boundaries

Sub-Agent Report Quality Gate

Before consolidation, validate every reviewer result:

• Required status: DONE, DONE_WITH_CONCERNS, NEEDS_CONTEXT, or BLOCKED.
• Required finding fields: id, severity, file, line (nullable only for repo-wide findings), problem, impact, suggested_fix, evidence, confidence, reviewer.
• Every blocker must include evidence and a concrete suggested fix.
• Findings without evidence are downgraded to info or returned to the reviewer for clarification.
• Duplicate findings are merged by dedupe_key or by (file, line, problem).
• NEEDS_CONTEXT triggers one targeted context refill. If still unresolved, keep it as an explicit open question, not as a blocker.
• If a reviewer exceeds max_findings, keep blockers/majors first and summarize lower severity findings.

Finding Format

All findings from all sub-reviewers must be normalized to this format before consolidation:

### [F-NNN] Title

- **Severity**: blocker | major | minor | info
- **File**: path/to/file.ts:line
- **Problem**: what is wrong
- **Why it matters**: impact on correctness / safety / maintainability / UX
- **Fix**: concrete suggestion
- **Patch** (optional):
  ```diff
  - old line
  + new line

Severity ordering for sort: `blocker` > `major` > `minor` > `info`.

---

### Model Metadata Rules

`current-session` is a model assignment/runtime strategy, not a model name. Never render it as `model: current-session` or as the PR comment `Model` value.

When writing review report metadata or a PR comment:
1. Read `review_context.token_policy.model_plan`.
2. Set `Model strategy` from `model_plan.strategy`.
3. Set `Current model` from the first available value: `model_plan.current_model`, detected tool output, current runtime model shown by the platform, or `unknown`.
4. If `strategy` is `adaptive`, `economy`, or `per-group`, include model classes: `complex_model`, `normal_model`, and `simple_model` when known.
5. If model assignment is unsupported and `strategy` is `current-session`, write `Model assignment: current session` and still write `Current model: <actual model or unknown>`.
6. If the actual model is unknown, write `unknown`; do not substitute `current-session`.

---

## Output Contract

STATUS: DONE | DONE_WITH_CONCERNS

`DONE` — no blockers or majors found.
`DONE_WITH_CONCERNS` — one or more blocker or major findings present.

```markdown
# Review Report

## Verdict: APPROVE | APPROVE_WITH_SUGGESTIONS | REQUEST_CHANGES
<!-- APPROVE: zero blockers/majors. APPROVE_WITH_SUGGESTIONS: minors/info only.
     REQUEST_CHANGES: one or more blocker or major. -->

## Summary
<2-4 sentences: what the change does, overall code health, key concerns.>

## Review Scope
- Branch: `<BRANCH>`
- Parent ref: `<PARENT>`
- Merge-base: `<BASE_SHA>`
- Scope mode: `<default-with-uncommitted | explicit-hash-range>`
- Reviewers dispatched: <comma-separated list>
- Changed files: <count>
- Context mode: `<none | light | full>`
- Model strategy: `<current | ask | adaptive | economy | per-group | current-session>`
- Current model: `<actual current model id/name, or unknown>`
- Model assignment: `<single current session | adaptive classes | per reviewer classes | unsupported>`
- Token budget: `<used/limit if known; omissions count>`

## Stats
- blocker: N
- major: N
- minor: N
- info: N

## Blockers (must fix before merge)
<[F-NNN] findings with severity=blocker, sorted by file>

## Major Issues
<[F-NNN] findings with severity=major>

## Minor & Info
<[F-NNN] findings with severity=minor or info>

## Positive Notes
<Optional. Highlight things done well. Keep brief.>

Skill Learning Handoff

After findings are consolidated, decide whether any of them should re-train a project-skill (see rules/core/skill-lifecycle.mdc). A review is the strongest learning signal: a finding that a project-skill should have prevented means the skill is stale or incomplete.

1. For each blocker/major finding, keryx skills route <finding-file> to see if a project-skill covers that module/entity.
2. If a covered skill exists and the finding reflects a rule the skill omits or contradicts — especially if the same class of finding recurs across files or across reviews — flag it for learning.
3. Do not mutate the skill yourself. Emit a Skill Learning block in the report and hand it to the caller (job-orchestrator / flow-orchestrator), which dispatches skills learn as a subagent (cheaper model if available):

## Skill Learning
- `<module>/<skill>` ← F-012, F-019 (missing null-guard convention). Suggested:
  keryx skills learn --from-review <report-path> --skill <module>/<skill>

If no findings map to a project-skill, write ## Skill Learning\n- none. Never run skills learn apply from the reviewer — proposal review and apply are the orchestrator's step.

PR Review Report Publication

When the review target is a GitHub pull request, ask whether to publish the consolidated review report after the report is generated. A PR target is present when the user provided a PR URL/number, gh pr view resolves the current branch, or the caller passes pr_number / pr_url.

Ask before publishing unless publish_pr_review_report was explicitly set by automation settings:

Publish this review report to the PR?

  A) Concise PR comment only
  B) Concise PR comment + detailed AI markdown artifact (recommended for follow-up fixes)
  C) Do not publish

> pick a letter (default: C)

Automation values:

• publish_pr_review_report: comment or legacy true -> publish the concise PR comment only.
• publish_pr_review_report: comment-and-ai-artifact -> publish the concise PR comment and generate the detailed AI markdown artifact.
• publish_pr_review_report: none or legacy false -> do not publish.

Default: do not publish without explicit confirmation. If no PR number can be resolved, skip publication and state that no PR target was available.

Concise PR Comment

The visible PR comment is for humans. It must be written in English only and stay concise.

## AI Review Report

**Verdict:** REQUEST_CHANGES
**Summary:** 2-3 concise sentences with overall risk and the main merge blocker.

| Severity | Area | Finding | Suggested Fix | Owner |
|---|---|---|---|---|
| blocker | `src/file.ts:42` | What is broken and why it matters. | Concrete fix direction, not a vague instruction. | author |

<details>
<summary>Minor / info findings</summary>

| Severity | Area | Finding | Suggested Fix |
|---|---|---|---|
| minor | `src/other.ts:10` | ... | ... |

</details>

### Meta
| Field | Value |
|---|---|
| Orchestrator | `review-orchestrator` |
| Model | `<actual current model id/name, or unknown; never current-session>` |
| Model strategy | `<current | ask | adaptive | economy | per-group | current-session>` |
| Model assignment | `<current session | adaptive classes | per reviewer classes | unsupported>` |
| Agents run | `<reviewers actually dispatched, including fallback runtimes when used>` |
| Available reviewers | `<all reviewers considered by the orchestrator for this repository/runtime, grouped briefly as generic/convention/project/legacy when useful>` |
| Skipped reviewers | `<reviewers not dispatched with short reasons, e.g. no matching files, optional group not selected, unavailable native agent, PR number missing>` |
| Selection basis | `<auto-detected scope, explicit flags, user-selected optional groups, and why this reviewer set was chosen>` |
| Fallback/blocked reviewers | `<reviewers run via fallback or blocked because native agent/skill was unavailable, otherwise none>` |
| Scope | `<PR #N, base..head, merge-base>` |
| Commit | `<HEAD sha>` |
| Context | `<job/context path if provided, otherwise none>` |
| AI artifact | `<markdown link or file path to the detailed AI report when generated, otherwise none>` |
| AI artifact description | `<one concise human-readable sentence explaining that the linked markdown file contains detailed findings, fix guidance, patch guidance, regression coverage, validation plan, and follow-up agent context>` |
| Reviewed at | `<UTC timestamp>` |

Detailed AI Markdown Artifact

When the user chooses option B, generate a separate English-only markdown artifact for AI follow-up work. Prefer a repository-local job/review path such as:

jobs/reviews/pr-<number>/review-ai-report.md

If the review is running inside job-orchestrator, write it under the active job docs, for example:

.metaproject/jobs/<job-name>/ai/review-ai-report.md

If the environment provides an external artifact mechanism, attach or upload that markdown file and put the link/path in the concise PR comment AI artifact meta row. If no attachment/upload mechanism exists, keep the file path in the comment and in review_context.review_plan.publication_plan.ai_artifact_path.

The concise PR comment must also include an AI artifact description meta row whenever an AI artifact is generated. The description is for human readers and must explain what was added and what the file contains, for example: Detailed AI follow-up report with expanded findings, fix guidance, illustrative patch guidance, Gherkin regression coverage, validation plan, and context for follow-up agents.

The AI artifact must use this structure:

---
review_run_id: <stable id, e.g. pr-5462-2026-06-13T10-22-00Z>
orchestrator: review-orchestrator
verdict: <APPROVE | APPROVE_WITH_SUGGESTIONS | REQUEST_CHANGES>
context_mode: <none | light | full>
model_strategy: <current | ask | adaptive | economy | per-group | current-session>
current_model: <actual current model id/name, or unknown>
model_assignment: <current session | adaptive classes | per reviewer classes | unsupported>
agents:
  - <reviewer>
scope:
  pr: <number or null>
  base: <base sha/ref>
  head: <head sha/ref>
  files_changed: <count>
generated_at: <UTC timestamp>
---

# AI Review Report

## Executive Summary
<Short machine-readable summary of merge risk and required fix order.>

## Review Context
<Bounded description of diff scope, requirements, omitted context, and assumptions.>

## Findings

### F-NNN: <title>

- Severity: blocker | major | minor | info
- Reviewer: <reviewer>
- File: `path/to/file.ts`
- Lines: <line or range>
- Confidence: high | medium | low
- Status: open

Problem:
<Detailed explanation of what is wrong.>

Why it matters:
<Correctness, safety, maintainability, performance, or UX impact.>

Evidence:
<Specific code references or behavior observed.>

Suggested fix:
<Detailed fix plan with steps.>

Patch guidance:
```diff
<Optional illustrative diff. Keep it minimal and clearly mark if illustrative.>

Regression coverage:

Feature: <feature or invariant>

  Scenario: <behavior that should not regress>
    Given <initial state>
    When <action>
    Then <expected result>

Fix Order

1. <Blocker/major fix sequencing with dependencies.>

Validation Plan

Notes For Follow-Up Agents

<Context needed by an implementer agent; no secrets, raw prompts, or unrelated local paths.>

Formatting rules for PR comments and AI artifacts:
- English only, regardless of chat language or reviewer output language.
- Keep the visible comment concise: max 10 blocker/major rows before `<details>`.
- Put minor/info findings under `<details>` unless there are no higher severity findings.
- Every blocker/major row must include a concrete suggested fix.
- Include enough metadata to reproduce the review, but do not include internal prompts, raw logs, secrets, or unrelated local paths.
- The PR comment metadata must distinguish `Agents run` from `Available reviewers` and `Skipped reviewers`; never use a single `Agents` row that hides skipped or unavailable reviewers.
- `Skipped reviewers` must include short reasons from `review_context.routing.reasons`, `review_context.review_plan.skipped`, and dispatch/runtime compatibility checks.
- If the list is long, keep `Agents run` complete and summarize `Available reviewers` / `Skipped reviewers` by group with counts plus notable names; put full details in the AI artifact when one is generated.
- When `comment-and-ai-artifact` is selected, the PR comment meta section must include both `AI artifact` and `AI artifact description`; do not rely on the link alone.
- In the metadata table, `Model` must be the actual model id/name. Put `current-session`, `adaptive`, or `per-group` under `Model strategy` / `Model assignment`, not under `Model`.
- If posting via CLI, write the body to a temp file and use `gh pr comment <pr-number> --body-file <file>`; never inline a large heredoc into shell history.

---

## Job Context Awareness

When dispatched by `job-orchestrator` or called with an explicit context path, the prompt MAY include:

JOB_NAME: CONTEXT_PATH: .metaproject/jobs//ai/context.md

If provided and the file exists, read the context document **before** running scope detection.
Use it to understand:
- Intentionally chosen libraries and patterns (do not flag as issues)
- Architectural decisions already agreed upon
- Acceptance criteria to drive the Stage 1 spec compliance gate

If absent, proceed normally — context is optional and non-blocking.

---

## Red Flags

| Rationalization | Why it is wrong |
|----------------|-----------------|
| "I'll just run all reviewers for safety" | Over-reviews waste time; auto-detect for relevant scope |
| "Spec compliance can wait until after quality review" | Stage 1 gate exists because unimplemented requirements invalidate quality work |
| "I'll deduplicate findings manually in my head" | Always normalize to [F-NNN] format before consolidation to avoid losing findings |
| "Minor findings from one reviewer cancel out the major from another" | Each finding stands independently; severity is per-finding, not averaged |
| "No flags means no reviewers" | No flags → run auto-detection; never produce an empty review |
| "User named a module so I'll use diff mode" | Named module/component/store → path mode; diff mode is only for branch changes |
| "Path mode should only show lines I'd flag in diff mode" | Path mode reviews the entire file — all findings apply, not just added lines |