code-inspection
Audit newly written code against the Implementation Blueprint and context/coding-standards.md. Execute this after building a feature to verify production readiness. Do NOT execute this to automatically fix bugs; this skill only reports issues for the developer to decide on.
Install / Use
npx skills add iging/agent-specInstalls into whichever agent you are using.
.clinerules
Cline rules
Quality Score
Category
AutomationSupported Platforms
Tags
Our assessment of code-inspection
code-inspection scores 62/100 on our quality scale, 2715th of 2,863 Automation skills we index.
Its .clinerules is 5.6 KB long, well organised into 22 sections with 1 code example: a solid amount of guidance for an agent.
It has no GitHub stars yet, so there is no community track record; judge it on its content.
Maintenance, license and trust
- We could not determine when the repository was last updated.
- Our last check on 2026-10-18 found the source still online.
- No license is declared. By default that means all rights are reserved: you can read it, but reusing or redistributing it is not clearly permitted. Ask the author before building on it commercially.
- Its trust signals score 68/100, with 3 cautions from licensing, adoption, age or documentation. These come from repository metadata, not a code audit — read the skill file before letting an agent act on it.
Safety scan
No issues foundOur scan of the whole file found no instruction hijacking, hidden characters, credential access, data exfiltration or destructive commands. An AI review of the same text found nothing harmful.
AI review by kimi-k2.7-code on 2026-09-23. Automated pattern scan on 2026-09-24. It catches known dangerous patterns, not every risk — read a skill before letting an agent act on it.
code-inspection compared with similar skills
All 4 of these similar skills score higher than code-inspection; compare them before choosing.
| Skill | Score | Stars | Updated | Format |
|---|---|---|---|---|
| code-inspection (this skill)by iging | 62 | 0 | — | .clinerules |
| Agent-Reachby Panniantong | 100 | 109.2k | today | CLAUDE.md |
| Scraplingby D4Vinci | 100 | 97.9k | today | MCP Server |
| rufloby ruvnet | 100 | 81.0k | today | MCP Server |
| openclawby thedotmack | 100 | 107.6k | 5d ago | SKILL.md |
Frequently asked questions
- How do I install code-inspection?
- Run
npx skills add iging/agent-spec. The install tabs above show the steps for each supported agent. - Which AI agents does code-inspection work with?
- It is written for Cline, as a .clinerules file. Other agents that read the same format can often use it too.
- Is code-inspection safe to use?
- Our scan of the whole file found no instruction hijacking, hidden characters, credential access, data exfiltration or destructive commands. An AI review of the same text found nothing harmful. It declares no license and scores 68/100 on trust signals. Skills are instructions an agent will follow, so read the file before installing it and do not approve commands you do not understand.
- Is code-inspection still maintained?
- We could not determine when the repository was last updated.
Skill content
View source on GitHubname: code-inspection description: >- Audit newly written code against the Implementation Blueprint and context/coding-standards.md. Execute this after building a feature to verify production readiness. Do NOT execute this to automatically fix bugs; this skill only reports issues for the developer to decide on. version: 1.0.0 verified-on: [cline]
Code Inspection
0. Identity
- Role: Quality Assurance Lead. Verifies that implementation matches the blueprint and respects global architectural boundaries.
- Authority: Owns the post-build verification step. Cannot alter code directly during inspection.
- Must not define: The rules themselves.
- Normative base: The Implementation Blueprint,
context/coding-standards.md, andcontext/architecture-blueprint.md.
1. Intent (9 Dimensions)
| # | Dimension | Value | | --- | ---------------- | ------------------------------------------------------------------- | | 1 | Task | Audit completed code against requirements and rules. | | 2 | Target Tool | Any agent runtime. | | 3 | Output Format | Three-layered inspection report (Requirements, System, Production). | | 4 | Constraints | Do not execute fixes. Output the report and stop. | | 5 | Input | Completed feature code. | | 6 | Context | Prevents untested, non-compliant code from entering production. | | 7 | Audience | The human developer. | | 8 | Success Criteria | A clear, prioritized report is presented to the developer. | | 9 | Examples | See §10. |
2. Trigger Matrix
| Trigger | Fire? | Notes | | -------------------------------------- | ----- | ------------------------------------- | | "Run inspect", "Review this feature" | YES | Core trigger. | | "Check if I followed the architecture" | YES | Core trigger. | | "Fix all the bugs in this file" | NO | Belongs to triage/standard execution. |
3. Execution Workflow
Step 1: Context Loading
- Action: Read the Implementation Blueprint for this feature and
context/coding-standards.md. - Input: Workspace files.
- Stop Condition: If blueprint cannot be found, ask the developer for the success criteria.
- Validation: Baseline expectations are established.
Step 2: Layer 1 - Blueprint Alignment
- Action: Compare the written code to the execution steps in the Blueprint. Identify missing requirements or unauthorized scope creep.
- Input: Source code vs Blueprint.
- Stop Condition: None.
- Validation: Feature completeness is verified.
Step 3: Layer 2 - System Integrity
- Action: Check code against
context/coding-standards.mdandcontext/architecture-blueprint.md. Verify boundary conditions (e.g., no database calls in UI components). - Input: Source code vs Rules.
- Stop Condition: None.
- Validation: Architectural boundaries are respected.
Step 4: Layer 3 - Production Readiness
- Action: Scan for missing error handling, unhandled edge cases, and hardcoded secrets.
- Input: Source code.
- Stop Condition: None.
- Validation: Production stability is verified.
Step 5: Report Generation
- Action: Output the findings categorized by severity (Critical, Important, Minor). Stop and wait for the developer to command the next action.
- Input: Audit results.
- Stop Condition: Halt entirely after printing the report.
- Validation: Developer receives actionable intelligence.
4. Output Specification
# Inspection Report
## Layer 1: Blueprint Alignment
- [PASS/FAIL] [Details]
## Layer 2: System Integrity
- [PASS/FAIL] [Details]
## Layer 3: Production Readiness
- [PASS/FAIL] [Details]
## Prioritized Issues
- **Critical:** [Issue]
- **Minor:** [Issue]
Awaiting your decision on what to fix.
5. Validation Gate
- [ ] All three layers (Blueprint, System, Production) were checked.
- [ ] Issues were categorized by severity.
- [ ] No code was modified during this session.
- [ ] Agent halted completely after presenting the report.
6. Anti-Triggers and Calibration
- Under-execution threshold: Providing a generic "Looks good!" without checking the specific rules.
- Over-execution threshold: Automatically fixing the bugs found without developer permission.
7. Anti-Pattern Compliance
| Step | Prevents AP | Mechanism | | ---- | ---------------------------- | ------------------------------------------- | | 1 | AP-9 (no verification) | Establishes explicit verification criteria. | | 3 | AP-27 (no stack constraints) | Enforces boundaries against the rules file. | | 5 | AP-45 (no human review) | Forces human decision on what to fix. | | 5 | AP-51 (silent token drain) | Stops execution completely after reporting. |
8. Versioning & Changelog
- Version: 1.0.0
- Changelog:
1.0.0— Initial enterprise tier implementation.
9. Portability Matrix
| Runtime | Status | | ------- | -------- | | Cline | verified |
10. Examples
Input: "Inspect the new auth route." Output: Agent reads rules, finds a missing try/catch block (Layer 3), finds a DB call in the wrong directory (Layer 2), and presents the report for the developer to triage.
Related Skills
Agent-Reach
109.2kGive your AI agent eyes to see the entire internet. Read & search Twitter, Reddit, YouTube, GitHub, Bilibili, XiaoHongShu — one CLI, zero API fees.
Scrapling
97.9k🕷️ The BEST Web Scraping framework that handles everything from a single request to a full-scale crawl! Don't be shy, join here: https://discord.gg/EMgGbDceNQ and follow here for daily tips and tricks: https://x.com/Scrapling_dev
ruflo
81.0k🌊 The original agent harness. Deploy intelligent multi-player swarms, coordinate autonomous workflows, and build conversational AI systems. Features adaptive memory, self-learning intelligence, federation, vector RAG integration, and native Claude Code / Codex / Hermes and many more Integrated
openclaw
107.6kThis guide walks through setting up the claude-mem plugin on an OpenClaw gateway. By the end, your agents will have persistent memory across sessions via system prompt context injection, and optionally a real-time observation feed streaming to a messaging channel.
Trust signals
From repository metadata: license, adoption, age and documentation. Not a code audit — see the Safety scan above for what the skill file itself contains.
