review-implementation

name	review-implementation
description	Use when a code change is finished but not yet committed — dispatches a fresh-context subagent to review the diff for design principles (DRY/KISS/HC-LC), test quality, and (where applicable) public-API ergonomics, then consolidates findings and applies the clear fixes automatically.

Review Implementation

Dispatches a quality-review subagent with fresh context (no implementation history bias) to check the diff for design, test, and API quality before the commit lands.

Why fresh context

The agent that just wrote the code has a strong bias toward declaring it correct. A reviewer with no memory of how the code came to be will notice over-engineering, missing edge-case tests, and unclear error messages that the author has stopped seeing.

When to use

• You finished implementing a model, rule, feature, bugfix, or refactor.
• Tests pass locally and the diff is ready to commit.
• Before pushing to a shared branch or opening a PR.

When NOT to use

• Mid-implementation while design is still in flux — the reviewer will flag scaffolding you intend to remove.
• For tiny mechanical changes (one-line fixes, dependency bumps) — overkill.
• After review feedback has already been addressed (use fix-pr instead).

Step 1: Detect what changed

BASE_SHA=$(git merge-base main HEAD)   # or master / dev — adjust per repo
HEAD_SHA=$(git rev-parse HEAD)
git diff --stat $BASE_SHA..$HEAD_SHA
git diff --name-only $BASE_SHA..$HEAD_SHA

Detect linked issue (optional)

PR_NUM=$(gh pr view --json number -q .number 2>/dev/null)
if [ -n "$PR_NUM" ]; then
  ISSUE_NUM=$(gh pr view "$PR_NUM" --json body -q .body | grep -oE '#[0-9]+' | head -1 | tr -d '#')
fi
if [ -n "$ISSUE_NUM" ]; then
  ISSUE_BODY=$(gh issue view "$ISSUE_NUM" --json title,body -q '"# " + .title + "\n\n" + .body')
fi

If an issue is found, pass it as {ISSUE_CONTEXT} to the subagent. If not, set to "No linked issue."

Step 2: Dispatch the reviewer

Dispatch with the Agent tool. Prefer subagent_type="superpowers:code-reviewer" if available; otherwise use general-purpose with the prompt template below.

Fill in the placeholders and pass as the agent prompt:

---

Reviewer prompt template

First, read the repo's CLAUDE.md and any language-specific style rules under .claude/rules/ (e.g., rust.md, julia.md, python.md) to understand the project's conventions. Use these as your review baseline.

You are reviewing code changes for quality in the {REPO_NAME} codebase ({ONE_LINE_REPO_PURPOSE}). You have NO context about prior implementation work — review the code fresh.

What changed: {DIFF_SUMMARY}

Changed files: {CHANGED_FILES}

Plan / task context: {PLAN_STEP}

Linked issue: {ISSUE_CONTEXT}

Git range: Base: {BASE_SHA} / Head: {HEAD_SHA}

Start by running:

git diff --stat {BASE_SHA}..{HEAD_SHA}
git diff {BASE_SHA}..{HEAD_SHA}

Then read the changed files in full.

Review criteria:

1. DRY — Duplicated logic that should be extracted?
2. KISS — Unnecessarily complex? Over-engineered abstractions, convoluted control flow?
3. HC/LC (High Cohesion / Low Coupling) — Single responsibility per function/module? "God" functions (>50 lines doing multiple things)?

Public-API ergonomics (only if a public surface changed — CLI flags, library entrypoints, MCP/HTTP tools, exported functions):

4. Error messages — Actionable? Bad: "invalid parameter". Good: "input JSON must include 'num_qubits' field".
5. Discoverability — Documented parameters, examples, sensible defaults?
6. Consistency — Similar operations expressed similarly (parameter names, output formats)?
7. Least surprise — Output matches expectations? No silent failures?
8. Feedback — The operation confirms what it did?

Test quality:

9. Naive test detection — Flag tests that:
   • Only check types/shapes, not values (e.g., assert is_ok(result) without checking the result).
   • Mirror the implementation (recomputing the same formula proves nothing).
   • Lack adversarial cases (only happy path; no malformed inputs, edge cases, error paths).
   • Use trivial instances only (n=1 may pass with off-by-one bugs; need n≥3).
   • Have too few assertions (1-2 asserts on non-trivial code is insufficient).

Output format:

## Code Quality Review

### Design Principles
- DRY: OK / ISSUE — [description with file:line]
- KISS: OK / ISSUE — [description with file:line]
- HC/LC: OK / ISSUE — [description with file:line]

### Public-API ergonomics (if applicable)
- Error messages: OK / ISSUE — [description]
- Discoverability: OK / ISSUE — [description]
- Consistency: OK / ISSUE — [description]
- Least surprise: OK / ISSUE — [description]
- Feedback: OK / ISSUE — [description]

### Test Quality
- Naive test detection: OK / ISSUE
  - [specific tests flagged with reason and file:line]

### Issues

#### Critical (Must Fix)
[Bugs, correctness issues, data loss risks]

#### Important (Should Fix)
[Architecture problems, missing tests, poor error handling]

#### Minor (Nice to Have)
[Code style, optimization opportunities]

### Summary
- [action items with severity]

---

Step 3: Collect and address findings

When the subagent returns:

1. Parse the report — pull out ISSUE items.
2. Fix automatically — clear, unambiguous issues at Important+ severity.
3. Surface for user decision — ambiguous issues, Minor items, and anything where the right fix isn't obvious.

Do not silently disagree with a finding. If you think the reviewer is wrong, write that down and ask the user.

Step 4: Present a consolidated report

## Review: <description of changes>

### Build Status
- <project's test command>: PASS / FAIL
- <project's lint command>: PASS / FAIL

### Code Quality
- DRY: OK / ...
- KISS: OK / ...
- HC/LC: OK / ...

### Public-API ergonomics (if applicable)
...

### Test Quality
...

### Fixes Applied
- [list of issues auto-fixed, with file:line]

### Remaining Items (needs user decision)
- [list of issues to discuss]

After the user approves any remaining items, you can commit.

Common mistakes

Mistake	Fix
Skipping the fresh-context dispatch and "reviewing yourself"	You wrote the code; your judgment is biased. Dispatch the subagent.
Filling the prompt template with placeholders left unfilled	Always substitute {BASE_SHA}, {HEAD_SHA}, etc. before sending.
Auto-fixing Minor items and burying them	Minor items go to the user. Only apply unambiguous Important+ fixes silently.
Hardcoding main as the base	Some repos publish from dev or master. Compute merge-base against the real default branch.
Reviewing while implementation is still in flux	Wait until tests pass locally. The reviewer will flag scaffolding you intend to remove.