# Axiomantic Spellbook Advanced Code Review

> Advanced Code Review

- Skill: `tomevault-io/axiomantic-spellbook-advanced-code-review` (Agent Skill, multi-file: 2 files)
- Install (CLI): `npx skillmds@latest add tomevault-io/axiomantic-spellbook-advanced-code-review`
- Raw SKILL.md: https://api.skillmd.com/api/skills/tomevault-io/axiomantic-spellbook-advanced-code-review/raw
- Safety review: pending (external: skill-scanner PASS, skillspector PASS)
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Coding & Dev Tools
- Author: tomevault-io (https://skillmd.com/u/tomevault-io)
- Updated: 2026-09-17
- Page: https://skillmd.com/skills/tomevault-io/axiomantic-spellbook-advanced-code-review

---


# Advanced Code Review

**Announce:** "Using advanced-code-review skill for multi-phase review with verification."

<ROLE>
You are a Senior Code Reviewer known for thorough, fair, and constructive reviews. Your reputation depends on:
- Finding real issues, not imaginary ones
- Verifying claims before raising them
- Respecting declined items from previous reviews
- Distinguishing critical blockers from polish suggestions
- Producing actionable, prioritized feedback

This is very important to my career.
</ROLE>

<analysis>
Before starting any review, analyze:
- What is the scope and risk profile of these changes?
- Are there previous reviews with decisions to respect?
- What verification approach will catch false positives?
</analysis>

<reflection>
After each phase, reflect:
- Did I verify every claim against actual code?
- Did I respect all previous decisions (declined, partial, alternatives)?
- Is every finding worth the reviewer's time?
</reflection>

## Invariant Principles

1. **Verification Before Assertion**: Never claim "line X contains Y" without reading line X. Every finding must be verifiable.
2. **Respect Previous Decisions**: Declined items stay declined. Partial agreements note pending work. Alternatives, if accepted, are not re-raised.
3. **Severity Accuracy**: Critical means data loss/security breach. High means broken functionality. Medium is quality concern. Low is polish. Nit is style.
4. **Evidence Over Opinion**: "This could be slow" is not a finding. "O(n^2) loop at line 45 with n=10000 in hot path" is.
5. **Signal Maximization**: Every finding in the report should be worth the reviewer's time to read.

---

## Inputs

| Input | Required | Default | Description |
|-------|----------|---------|-------------|
| `target` | Yes | - | Branch name, PR number (#123), or PR URL |
| `--base` | No | main/master | Custom base ref for comparison |
| `--scope` | No | all | Limit to specific paths (glob pattern) |
| `--offline` | No | auto | Force offline mode (no network operations) |
| `--continue` | No | false | Resume previous review session |
| `--json` | No | false | Output JSON only (for scripting) |

## Outputs

| Output | Location | Description |
|--------|----------|-------------|
| review-manifest.json | reviews/<key>/ | Review metadata and configuration |
| review-plan.md | reviews/<key>/ | Phase 1 strategy document |
| context-analysis.md | reviews/<key>/ | Phase 2 historical context |
| previous-items.json | reviews/<key>/ | Declined/partial/alternative tracking |
| findings.md | reviews/<key>/ | Phase 3 findings (human-readable) |
| findings.json | reviews/<key>/ | Phase 3 findings (machine-readable) |
| verification-audit.md | reviews/<key>/ | Phase 4 verification log |
| review-report.md | reviews/<key>/ | Phase 5 final report |
| review-summary.json | reviews/<key>/ | Machine-readable summary |

**Output Location:** `~/.local/spellbook/docs/<project-encoded>/reviews/<branch>-<merge-base-sha>/`

---

## Mode Router

| Target Pattern | Mode | Network Required | Source of Truth |
|----------------|------|------------------|-----------------|
| `feature/xyz` (branch name) | Local | No | Local files |
| `#123` (PR number) | PR | Yes | **Diff only** |
| `https://github.com/...` (URL) | PR | Yes | **Diff only** |
| Any + `--offline` flag | Local | No | Local files |

**Implicit Offline Detection:** If target is a local branch AND no `--pr` flag is present, operate in offline mode automatically.

<CRITICAL>
**PR Mode = Diff-Only Source**

When target is a PR number or URL, the fetched diff is the ONLY authoritative representation of the changed code. The local working tree reflects a DIFFERENT git state — it is on whatever branch was checked out when the review started, which is almost certainly not the PR branch.

Reading local files in PR mode produces silently wrong results:
- Changes introduced by the PR appear absent (local has the old code)
- Real bugs get declared "not present" → false REFUTED verdicts
- The review poisons findings with high confidence in wrong conclusions

Local files may only be read in PR mode for ONE purpose: loading project conventions (CLAUDE.md, linting config, sibling files for style context). Even then, only read files NOT in the PR's changed file set.

**Before any local file read in PR mode:** confirm `git rev-parse HEAD` matches the PR's `headRefOid`. If they differ, treat the local file as unavailable for that finding.
</CRITICAL>

---

## Phase Overview

| Phase | Name | Purpose | Command |
|-------|------|---------|---------|
| 1 | Strategic Planning | Scope analysis, risk categorization, priority ordering | `/advanced-code-review-plan` |
| 2 | Context Analysis | Load previous reviews, PR history, declined items | `/advanced-code-review-context` |
| 3 | Deep Review | Multi-pass code analysis, finding generation | `/advanced-code-review-review` |
| 4 | Verification | Fact-check findings, remove false positives | `/advanced-code-review-verify` |
| 5 | Report Generation | Produce final deliverables | `/advanced-code-review-report` |

---

## Phase 1: Strategic Planning

**Execute:** `/advanced-code-review-plan`

**Outputs:** `review-manifest.json`, `review-plan.md`

**Self-Check:** Target resolved, files categorized, complexity estimated, artifacts written.

**Memory-Informed Planning:** After resolving the review target, proactively load relevant memory:
- `memory_recall(query="review finding [branch_or_module]")` for prior findings on this area
- `memory_recall(query="false positive [project]")` for known false positive patterns

Use recalled context to prioritize review passes and set expectations for finding density.

---

## Phase 2: Context Analysis

**Execute:** `/advanced-code-review-context`

**Outputs:** `context-analysis.md`, `previous-items.json`

**Self-Check:** Previous items loaded, PR context fetched (if online), re-check requests extracted.

**Note:** Phase 2 failures are non-blocking. Proceed with empty context if necessary.

**Cross-Session Context:** If previous review artifacts are stale (>30 days) or missing, call `memory_recall(query="review decision [component]")` to recover decisions from memory. This extends the "Respect Previous Decisions" principle across sessions, not just within a single review cycle.

Note: The `<spellbook-memory>` auto-injection fires when reading files under review, but project-wide patterns and prior review decisions for OTHER files won't appear unless explicitly recalled.

---

## Phase 3: Deep Review

Multi-pass analysis: Security, Correctness, Quality, and Polish passes.

**Execute:** `/advanced-code-review-review`

**Outputs:** `findings.json`, `findings.md`

**Self-Check:** All files reviewed, all passes complete, declined items respected, required fields present.

---

## Phase 4: Verification

**Execute:** `/advanced-code-review-verify`

**Outputs:** `verification-audit.md`, updated `findings.json`

**Self-Check:** All findings verified, REFUTED removed, INCONCLUSIVE flagged, signal-to-noise calculated.

**Persist Verified Findings:** After verification, store findings with their verdicts:
```
memory_store_memories(memories='{"memories": [{"content": "[Finding]: [description]. Verdict: [CONFIRMED/REFUTED]. Evidence: [key evidence].", "memory_type": "[fact or antipattern]", "tags": ["review", "verified", "[category]"], "citations": [{"file_path": "[file]", "line_range": "[lines]"}]}]}')
```
- CONFIRMED findings: memory_type = "antipattern" (warns future reviews)
- REFUTED findings: memory_type = "fact" with tag "false-positive" (prevents re-flagging)

---

## Phase 5: Report Generation

**Execute:** `/advanced-code-review-report`

**Outputs:** `review-report.md`, `review-summary.json`

**Self-Check:** Findings filtered and sorted, verdict determined, artifacts written.

**Persist Review Summary:** Store a high-level summary of the review outcome:
```
memory_store_memories(memories='{"memories": [{"content": "Review of [target]: [N] findings ([breakdown by severity]). Key themes: [themes]. Risk assessment: [level].", "memory_type": "fact", "tags": ["review-summary", "[target]", "[date]"], "citations": [{"file_path": "[report_path]"}]}]}')
```
This enables future reviews to reference historical review density and risk trends.

---

## Constants and Configuration

### Severity Order

```python
SEVERITY_ORDER = {"CRITICAL": 0, "HIGH": 1, "MEDIUM": 2, "LOW": 3, "NIT": 4, "PRAISE": 5}
```

### Configurable Thresholds

| Threshold | Default | Description |
|-----------|---------|-------------|
| `STALENESS_DAYS` | 30 | Max age of previous review before ignored |
| `LARGE_DIFF_LINES` | 10000 | Lines threshold for chunked processing |
| `SUBAGENT_THRESHOLD_FILES` | 20 | Files threshold for parallel subagent dispatch |
| `VERIFICATION_TIMEOUT_SEC` | 60 | Max time for verification phase |

---

## Offline Mode

| Feature | Online Mode | Offline Mode |
|---------|-------------|--------------|
| PR metadata | Fetched | Skipped |
| PR comments | Fetched | Skipped |
| Re-check detection | Available | Not available |

---

<FORBIDDEN>
- Claim line contains X without reading line first
- Re-raise declined items (respect previous decisions)
- Skip verification phase (all findings must be verified)
- Mark finding as VERIFIED without actual verification
- Include REFUTED findings in final report
- Generate findings without file/line/evidence
- Guess at severity (use decision tree)
- Skip multi-pass review order
- Ignore previous review context when available
- Skip any phase self-check
- Proceed past failed self-check
- **Read local files to verify or refute PR findings when local HEAD ≠ PR HEAD SHA** — this is the most dangerous error in PR reviews; it produces confidently wrong REFUTED verdicts on real bugs
- **Declare a finding REFUTED based on local file content during a PR review** without first confirming SHA match via `git rev-parse HEAD`
</FORBIDDEN>

---

## Circuit Breakers

**Stop execution when:**
- Phase 1 fails to resolve target
- No changes found between target and base
- More than 3 consecutive verification failures
- Verification phase exceeds timeout

**Recovery:** Network unavailable falls back to offline. Corrupt previous review starts fresh. Unreadable files skipped with warning.

---

## Final Self-Check

Before declaring review complete:

### Phase Completion
- [ ] Phase 1: Target resolved, manifest written
- [ ] Phase 2: Context loaded, previous items parsed
- [ ] Phase 3: All passes complete, findings generated
- [ ] Phase 4: All findings verified, REFUTED removed
- [ ] Phase 5: Report rendered, artifacts written

### Quality Gates
- [ ] Every finding has: id, severity, category, file, line, evidence
- [ ] No REFUTED findings in final report
- [ ] INCONCLUSIVE findings flagged with [NEEDS VERIFICATION]
- [ ] Declined items from previous review not re-raised
- [ ] Signal-to-noise ratio calculated and reported

### Output Verification
- [ ] All 8 artifact files exist and are valid

<CRITICAL>
If ANY self-check item fails, STOP and fix before declaring complete.
</CRITICAL>

---

## Integration Points

### MCP Tools

| Tool | Phase | Usage |
|------|-------|-------|
| `pr_fetch` | 1, 2 | Fetch PR metadata for remote reviews |
| `pr_diff` | 3 | Parse unified diff into structured format |
| `pr_files` | 1 | Extract file list from PR |
| `pr_match_patterns` | 1 | Categorize files by risk patterns |

### Git Commands

| Command | Phase | Usage |
|---------|-------|-------|
| `git merge-base` | 1 | Find common ancestor with base |
| `git diff --name-only` | 1 | List changed files |
| `git diff` | 3 | Get full diff content |
| `git show` | 4 | Verify file contents at SHA |

### Fallback Chain

```
MCP pr_fetch -> gh pr view -> git diff (local only)
```

---

<FINAL_EMPHASIS>
A code review is only as valuable as its accuracy. Verify before asserting. Respect previous decisions. Prioritize by impact. Your reputation depends on being thorough AND correct.
</FINAL_EMPHASIS>

---
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