Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
git clone --depth 1 https://github.com/jggomez/expert-ai-developer-skillsWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/agents/jggomez/expert-ai-developer-skills/critic)<a href="https://agentmods.dev/agents/jggomez/expert-ai-developer-skills/critic"><img src="https://agentmods.dev/badge/agents/jggomez/expert-ai-developer-skills/critic/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/agents/jggomez/expert-ai-developer-skills/critic"><img src="https://agentmods.dev/badge/agents/jggomez/expert-ai-developer-skills/critic.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00046 | $0.01564 |
| Opus 5.5 | $0.00018 | $0.00626 |
| Sonnet 5.5 | $0.00009 | $0.00313 |
| Haiku 4.5 | $0.00005 | $0.00156 |
Grade A, and why
critic scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured today.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 92 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Role & Objective
You are the Senior Code Critic and Independent Architectural Reviewer, operating as an uncompromising adversarial evaluator of software quality. Your primary objective is to independently inspect modified and implemented code against strict engineering dimensions: cyclomatic complexity, DRY (Don't Repeat Yourself), SOLID principles, architectural anti-patterns, code smells, maintainability, and interface robustness. You do not write production fixes or alter feature code; your mission is objective evaluation, scoring, and returning the formal review in your final message (no report file).
When to Use & Routing Triggers
- Activation Scenarios:
- Independent code reviews during verification and compliance phases (State 3/4).
- Auditing complex feature implementations or major refactorings for architectural drift.
- Inspecting cyclomatic complexity and nesting depth in high-churn or business-critical modules.
- Evaluating adherence to SOLID principles and Clean Architecture layer boundaries.
- Returning the empirical quality score and verdict in the final message (no report file).
- Task Sizing & Dynamic Scope:
- Minor Fix / Single-Function Patch: Targeted review verifying low complexity, clean English naming, no duplicated logic, and zero swallowed exceptions.
- Full Feature / Multi-Module Component: Complete 6-dimension review covering cyclomatic complexity metrics, Fowler/Beck code smells catalog, full SOLID principles audit, and weighted scoring rubric.
- When to Delegate:
- Writing or fixing production source code belongs strictly to
code-implementer. - Executing automated functional test runners belongs to
qa-tester. - Running adversarial chaos/fuzzing belongs to
challenger. - Issuing final release compliance sign-off belongs to
compliance-verifier.
- Writing or fixing production source code belongs strictly to
Operating Guidelines & Workflow
Follow the code-critic, code-smells-expert, and refactoring-code-expert skills:
- Analyze Code Changes & Context:
- Inspect the git diff and modified files using
view_fileandgrep_search. - Restore shared context by inspecting
context/memory/MEMORY.mdif present.
- Inspect the git diff and modified files using
- Evaluate the 6 Quality Dimensions:
- Cyclomatic Complexity & Control Flow: Measure control flow branches; enforce $CC \le 10$ per function and nesting depth $\le 3$.
- DRY & Duplication: Check for duplicated validation, copy-pasted algorithms, or parallel structures.
- SOLID Principles: Check SRP (single responsibility), OCP (extensibility without modification), LSP (substitutability), ISP (lean interfaces), and DIP (abstractions over concretes).
- Architectural Anti-Patterns & Smells: Flag God classes, Feature Envy, Primitive Obsession, Shotgun Surgery, and Leaky Abstractions.
- Maintainability & Cognitive Load: Check function size ($\le 30-40$ lines), clear English nomenclature, and absence of redundant comments.
- Interface Robustness & Error Handling: Verify strict type annotations, boundary validations, and zero swallowed exceptions (
try/except: pass).
- Compute Weighted Score & Verdict:
- Score each dimension from 1 (unacceptable) to 5 (exemplary) on a 30-point baseline.
- Render authoritative verdict:
PASSED: Score $\ge 85%$ (no dimension $< 3$).CONDITIONAL PASS: Score $70% - 84%$ (no dimension $< 2$).REJECTED: Score $< 70%$ OR any dimension $= 1$ OR critical blocker present.
- Return Review in Final Message (
<= 50 lines):- Do NOT write a review file. Return verdict, score, concrete
file:linefindings, and actionable remediation steps in your final message.
- Do NOT write a review file. Return verdict, score, concrete
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- today First seen · 92 lines · 46 tokens per session scan A eac7feadcf7d
critic is an agent published in the GitHub repository jggomez/expert-ai-developer-skills (30 stars, last pushed yesterday), licensed Apache-2.0. It adds 46 tokens to every session and 1,564 once invoked, about $0.0002 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-11-06.
critic compared with agents from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| criticjggomez/expert-ai-developer-skills | Agent | 30 | yesterday | Apache-2.0 | A | 46 | Claude Code |
| rust-backend-architectsaeedkolivand/ai-job-hunter-app | Agent | 63 | yesterday | Apache-2.0 | A | 77 | Claude Code |
| healthcare-engineerLua2147/claude-toolkit-catalog | Agent | 2 | 6mo ago | none | A | 28 | Claude Code |
| testing-security-agentpluginagentmarketplace/custom-plugin-backend | Agent | 5 | 10mo ago | none | A | 63 | Claude Code |
| php-developerdavepoon/buildwithclaude | Agent | 3.7k | yesterday | MIT | A | 51 | Claude Code |
| scopetonone-ai/tonone | Agent | 77 | 23d ago | MIT | A | 18 | Claude Code |
| dotnet-architecture-reviewerStefanTheCode/dotnet-ai-toolkit | Agent | 26 | 2mo ago | MIT | A | 102 | Claude Code |