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Review

Skill jmylchreest/aide/skills/review

Code review and security audit, including conformance against recorded decisionsFrom its SKILL.md

Install
npx -y skills add jmylchreest/aide --skill review

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SKILL.md

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Code Review Mode

Recommended model tier: smart (opus) - this skill requires complex reasoning

Comprehensive code review covering quality, security, and maintainability.

Review Checklist

Decision Conformance

Recorded decisions are this project's binding architectural commitments. Check them first — a conformance violation outranks any style or quality issue below.

  • Called decision_list (or noted the fallback) before reading any code
  • Every changed file checked against every decision that could apply to it
  • Every ✅ backed by a cited check, not by inspection alone
  • Every decision on its own line, including the ones that do not apply — no bulk dismissals
  • "Decisions loaded: N" counted, not estimated, and matching the number of lines
  • No decision violated by the change under review
  • Change does not extend a pre-existing violation
  • Where a decision seems wrong rather than the code, that is stated explicitly

Code Quality

  • Clear naming (variables, functions, classes)
  • Single responsibility (functions do one thing)
  • DRY (no unnecessary duplication)
  • Appropriate abstraction level
  • Error handling coverage
  • Edge cases considered

Security (OWASP Top 10)

  • Input validation (no injection vulnerabilities)
  • Authentication checks (routes protected)
  • Authorization (proper access control)
  • Sensitive data handling (no secrets in code)
  • SQL/NoSQL injection prevention
  • XSS prevention (output encoding)
  • CSRF protection
  • Secure dependencies (no known vulnerabilities)

Maintainability

  • Code is readable without comments
  • Comments explain "why" not "what"
  • Consistent with codebase patterns
  • Tests cover critical paths
  • No dead code

Performance

  • No N+1 queries
  • Appropriate caching
  • No memory leaks
  • Efficient algorithms

Context-Efficient Reading

Prefer lightweight tools first, then read in detail where needed:

  • code_outline -- Collapsed skeleton with signatures and line ranges. Great first step for unfamiliar files.
  • code_symbols -- Quick symbol list when you only need names and kinds.
  • code_search / code_references -- Find symbol definitions or callers across the codebase.
  • Read with offset/limit -- Read specific functions using line numbers from the outline.
  • Grep -- Find patterns in code content (loops, queries, string literals) that the index doesn't cover.

For reviews spanning many files, consider using Task sub-agents (explore type) which run in their own context and return summaries.

Review Process

  1. Load the decisions - Call decision_list. It is authoritative: live, and complete with Details and References. The "Project Decisions" block in session context is a convenience copy — a snapshot taken at session start that omits Details and References and goes stale the moment a decision changes, so it is a fallback when the tool is unavailable, never the source you check against. Use decision_get for one decision's full text when the list entry is not enough to judge conformance. See "Decision Conformance Pass" below for how to check them.
  2. Outline changed files - Use code_outline on each changed file to understand structure. Identify areas of concern from signatures and line ranges.
  3. Read targeted sections - Use Read with offset/limit to read only the specific functions/sections that need detailed review (use line numbers from the outline).
  4. Search for context - Use code_search, code_references, and Grep:
    • code_search — Find related function/class/type definitions by name
    • code_references — Find all callers/usages of a modified symbol (exact name match)
    • Grep — Find code patterns in bodies (error handling, SQL queries, security-sensitive calls)
  5. Check integration - How does it fit the larger system?
  6. Run static analysis - Use lsp_diagnostics, ast_grep if available
  7. Document findings - Use severity levels

Decision Conformance Pass

This is the part of the review that no static analyzer can do for you. assess-findings grades findings the analyzers already produced; this pass reads the code and looks for violations nothing flagged.

Scope. Default to the changed code — the diff, or the files the user named. Say which scope you used. Only sweep the whole repo when the user asks for it; a full sweep is slow and mostly re-reports known debt.

Method. For each decision, work out what would falsify it, then go looking for that:

Decision shapeHow to check it
Bans a mechanism ("no bash in runtime paths")Grep for the mechanism across the reviewed scope
Requires a boundary ("plugin code must not import daemon internals")code_references on the target symbols, or Grep the import lines
Requires a property of all code ("must be reachable from real call paths")findings_list analyzer=deadcode include_accepted=true for the scope, then confirm by reading. Accepted findings are hidden by default, and an acceptance predating the decision is exactly what you are looking for
Mandates a library or approach ("use go-git, not shelling out to git")Grep for the banned alternative and for the required one
Constrains a platform or runtimeRead the changed code for platform-specific assumptions

A decision whose text gives you nothing falsifiable is not checkable here. Say so plainly rather than inventing a check — and mention it to the user, because a decision that cannot be checked is a decision that cannot be enforced.

Evidence is required, including for a pass. Every ✅ must cite what produced it — the Grep pattern you ran, the code_references call, the findings_list filter, or the specific lines you read. "Looks fine" is not a check, and a conformance block full of uncited ticks is worse than no block at all: it reports assurance you did not earn.

Every decision gets its own line. Report all of them, individually, with a reason — including the ones that do not apply. Never collapse several into a category dismissal ("the remaining N are out of scope"): a bulk ➖ is the same evasion as an uncited ✅, and it is how a decision that did apply gets swept up with the ones that did not. A ➖ still needs its own evidence — the path check or grep that shows the diff does not touch what the decision governs. Grouping several decisions under one shared piece of evidence is fine when the evidence genuinely covers them all (one path check disposing of every survey-* decision, say), as long as each still has its own line naming it.

State the count and make it match. "Decisions loaded: N" must equal the number of lines below it. Count them; do not estimate.

A hidden finding is not an absent one. Any findings_* call made to discharge a decision must pass include_accepted=true; the default hides accepted findings, so a single earlier acceptance turns every later review into a cited, confident, wrong ✅ — the exact failure the evidence rule above exists to prevent. When an accepted finding is decision-linked, report the acceptance rather than passing over it: it may predate the decision, and nothing re-examines it otherwise.

Reporting. A confirmed violation is 🔴 Critical regardless of how small the code change is, and must name the decision topic. If the code looks right and the decision looks wrong or stale, say that instead of forcing a violation — recommend /decide on that topic.

MCP Tools

Use these tools during review:

  • mcp__plugin_aide_aide__code_outline - Start here. Get collapsed file skeleton with signatures and line ranges
  • mcp__plugin_aide_aide__code_search - Find symbols related to changes (e.g., code_search query="getUserById")
  • mcp__plugin_aide_aide__code_symbols - List all symbols in a file being reviewed
  • mcp__plugin_aide_aide__code_references - Find all callers/usages of a modified symbol
  • mcp__plugin_aide_aide__decision_list - Load first. The authoritative list of recorded decisions — current, and including Details and References
  • mcp__plugin_aide_aide__decision_get - Full text of one decision by topic, including rationale
  • mcp__plugin_aide_aide__memory_search - Check for related past learnings, gotchas, or issues
  • mcp__plugin_aide_aide__findings_search - Search static analysis findings (complexity, secrets, clones) related to changed code
  • mcp__plugin_aide_aide__findings_list - List findings filtered by file, severity, or analyzer
  • mcp__plugin_aide_aide__findings_stats - Overview of finding counts by analyzer and severity

Output Format

## Code Review: [Feature/PR Name]

### Summary

[1-2 sentence overview]

### Decision Conformance

Scope checked: [diff / named files / whole repo]
Decisions loaded: N

- ✅ `<topic>` — conforms — checked by: [grep pattern / tool call / lines read]
- ❌ `<topic>` — violated at `file:line`: [what the code does vs what the decision requires]
- ➖ `<topic>` — n/a: [the path check or grep showing the diff does not touch what it governs]
- ➖ `<topic>` — not checkable: [nothing falsifiable in the decision text as written]

One line per decision, no exceptions — the list length must equal "Decisions loaded".
Decisions sharing one piece of evidence still get one line each.

(State "no decisions recorded" if `decision_list` returns none.)

### Findings

#### 🔴 Critical (must fix)

- **[Issue]** `file:line`
  - Problem: [description]
  - Fix: [recommendation]

#### 🟡 Warning (should fix)

- **[Issue]** `file:line`
  - Problem: [description]
  - Fix: [recommendation]

#### 🔵 Suggestion (consider)

- **[Issue]** `file:line`
  - Suggestion: [recommendation]

### Security Notes

- [Any security-specific observations]

### Verdict

[ ] ✅ Approve
[ ] ⚠️ Approve with comments
[ ] ❌ Request changes

Severity Guide

LevelCriteria
CriticalSecurity vulnerability, data loss risk, crash, recorded decision violated
WarningBug potential, maintainability issue, performance
SuggestionStyle, minor improvement, optional

Failure Handling

If unable to complete review:

  1. Missing files - Report which files could not be read
  2. Ambiguous scope - Ask user to clarify what code to review
  3. Large changeset - Break into smaller chunks, review systematically
  4. No decisions recorded - decision_list returns none; skip the conformance pass, say so in the report, and continue with the rest of the review. Never invent decisions
  5. decision_list unavailable - Fall back to the injected "Project Decisions" block and say in the report that you used it, since it omits Details and References and may predate a decision changed this session. If neither is available, report the conformance pass as not run rather than passing it

Reporting blockers:

## Review Status: Incomplete

### Blockers

- Could not access: `path/to/file.ts` (permission denied)
- Missing context: Need to understand `AuthService` implementation

### Partial Findings

[Include any findings from files that were reviewed]

Verification Criteria

A complete code review must:

  1. Outline all changed files - Use code_outline on every file in scope
  2. Read critical sections - Use targeted Read with offset/limit on flagged areas
  3. Check for related code - Use code_search and code_references to find callers/callees
  4. Verify test coverage - Check if tests exist for critical paths
  5. Document all findings - Even if no issues found, state that explicitly

Checklist before submitting review:

  • All files in diff/scope have been outlined
  • Critical functions/sections read in detail (with offset/limit)
  • Related symbols searched (callers, implementations)
  • Security checklist evaluated
  • Findings documented with file:line references
  • Verdict provided with clear reasoning

Keep looking

Skills are one crate of 627,801. Ordering is by how many stacks a row turns up in, so the top of any crate is what has actually been picked rather than what has the most stars.