10x-impl-review

Review implementation against plan for drift, safety issues, and pattern compliance.

Updated Jul 4, 2026
One-click install
npx skills add https://github.com/Assamir/ai-toolkit --skill 10x-impl-review-assamir
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: 10x-impl-review
Source: https://github.com/Assamir/ai-toolkit/tree/main/.cursor/skills/10x-impl-review
Command: npx skills add https://github.com/Assamir/ai-toolkit --skill 10x-impl-review-assamir

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? After implementing a plan, code often drifts from the original intent, introduces security or reliability risks, or breaks existing conventions. This Skill compares the actual implementation against the plan to catch drift, dangerous decisions, and pattern misuse before they compound. ## Core Features & Use Cases - Plan Drift Detection: Uses parallel sub-agents to verify each planned change matches the implementation, flagging missing, drifted, or unplanned changes. - Safety & Quality Scan: Checks changed files for security, performance, reliability, and data-safety issues, plus pattern consistency with existing code. - Structured Report & Interactive Triage: Produces a severity-ranked report saved to the change directory, then walks each finding through an interactive triage with fix options, lesson recording, and resume support. - Use Case: After finishing phase 3 of a multi-phase feature, run a phase-scoped review to confirm the implementation matches the plan, automated success criteria pass, and no unplanned API surface was added. ## Quick Start Ask the AI to review the implementation of the current change against its plan and triage any findings.

Frequently Asked Questions about 10x-impl-review

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I review an implementation against its plan?

Provide a change ID, plan path, or phase number, and the skill loads the plan, detects the git diff scope, and runs parallel sub-agents to compare planned changes against actual code. It reports drift, missing items, and unplanned additions with severity ratings.

How to resume a saved implementation review for triage?

Pass the path to a saved review file containing the IMPL-REVIEW-REPORT marker. The skill parses findings with Decision: PENDING and jumps directly into the interactive triage loop, skipping the analysis steps.

What kinds of issues does an implementation review catch?

It catches plan drift, unplanned scope additions, security risks like injection and hardcoded secrets, performance problems like N+1 queries, missing error handling, data-safety risks, and pattern inconsistencies with existing code conventions.

Can I review only one phase of a multi-phase plan?

Yes, specify a phase number to scope the review to that phase's changes only. The skill still checks whether the phase's changes broke assumptions from earlier phases, since phases can interact.

What happens to the review report after analysis?

The report is always saved to the change's reviews directory and change.md is stamped with status impl_reviewed, regardless of whether you triage now, later, or skip triage. Triage decisions are written back into the saved report.