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.
npx skills add ivklgn/ai-kit --skill review-golanggit clone --depth 1 https://github.com/ivklgn/ai-kitWrote 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/skills/ivklgn/ai-kit/review-golang)<a href="https://agentmods.dev/skills/ivklgn/ai-kit/review-golang"><img src="https://agentmods.dev/badge/skills/ivklgn/ai-kit/review-golang/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/skills/ivklgn/ai-kit/review-golang"><img src="https://agentmods.dev/badge/skills/ivklgn/ai-kit/review-golang.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector warn
SkillSpector: 1 finding, up to medium
These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →
- medium Excessive Agency · line 4 Skill selects an external model or provider that may use a different account or billing plan than the operator expects. Undisclosed model switches can cause unexpected cost or quota consumption.Fix: Remove the model/provider override or disclose it prominently and require explicit operator approval before invoking an external coding CLI or billed model.
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 | $0.00026 | $0.00973 |
| Opus 5.5 | $0.00010 | $0.00389 |
| Sonnet 5.5 | $0.00005 | $0.00195 |
| Haiku 4.5 | $0.00003 | $0.00097 |
Grade A, and why
review-golang 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 1mo ago.
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 — 95 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Go Code Review Skill
You are performing a comprehensive Go code review. Follow these steps exactly.
Step 1: Identify Changed Go Files
Run these commands to find changed .go files:
git diff --name-only HEAD -- '*.go'
git diff --cached --name-only -- '*.go'
Combine and deduplicate the results. Exclude _test.go files from the primary review list but keep them for the test quality review area.
If NO changed .go files are found, use AskUserQuestion to ask the user which Go files or directories to review. Do not proceed without files.
Step 2: Pre-fetch Library Documentation via Context7 MCP
This step is critical — the golang-pro agent does NOT have Context7 MCP tools, so you must fetch docs now and pass them along.
- Read
go.modto identify third-party dependencies (non-stdlib, non-internal modules). - Scan the changed Go files for
importstatements. Identify which third-party libraries are actually used. - For each non-trivial third-party library found (skip stdlib, skip trivial/obvious ones):
a. Call
mcp__context7__resolve-library-idwith the library's module path (e.g.,github.com/spf13/cobra) b. If resolved, callmcp__context7__get-library-docswith the resolved ID and a topic query relevant to how the library is used in the changed code - Collect the fetched documentation snippets — you will pass them to the golang-pro agent.
Limit to the 3-5 most important libraries to avoid overwhelming the review context.
Step 3: Launch golang-pro Agent for Review
Use the Task tool with subagent_type: "golang-pro" to run the review. Pass a prompt that includes:
- The list of changed
.gofile paths (both source and test files) - The pre-fetched library documentation from Step 2
- The review instructions below
Review Prompt Template
Construct the prompt as follows:
You are reviewing Go code changes. Read each file listed below and produce a structured review.
## Files to Review
{list of file paths}
## Library Documentation Context
{pre-fetched Context7 docs for third-party libraries used in these files}
## Review Areas
Analyze each file across these 8 areas:
1. **Go Idioms & Code Quality** — Non-idiomatic patterns, naming violations, struct design issues
2. **Error Handling** — Swallowed errors, missing error checks, incorrect error wrapping, sentinel vs type errors
3. **Memory & Allocations** — Unnecessary allocations, missing pre-allocation for known-size slices, string concatenation in loops. Only flag practical issues, no micro-optimizations.
4. **Performance Patterns** — Unoptimal algorithms, unnecessary work in hot paths, missing caching where obvious
5. **Dead Code** — Unused functions, unreachable branches, commented-out code left behind
6. **Code Duplication** — Repeated logic that would clearly benefit from extraction (3+ occurrences or complex blocks). Do NOT suggest extraction for simple 2-3 line patterns.
7. **Test Quality** — Missing edge cases, brittle assertions, test isolation issues, missing error case tests
8. **Library Usage** — Incorrect or suboptimal use of stdlib and third-party libraries. Use the library documentation provided above to verify correct API usage.
## Review Rules
- Be minimal and optimal — don't overcomplicate suggestions
- Be context-specific — no generic advice, only what matters for THIS code
- Simple > complex — never suggest an overengineered solution
- Every finding MUST include a file:line reference
- If a review area has no findings, omit it entirely
- Do NOT suggest adding comments, docstrings, or type annotations unless there is a clear correctness issue
- Do NOT suggest error handling for impossible scenarios
- Do NOT suggest abstractions for one-time code
## Output Format
Group findings by review area. For each finding:
**[Area Name]**
- `file.go:42` — Description of the issue and suggested fix
If everything looks good, say so briefly. Do not pad the review with praise or filler.
What ships with it
1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
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.
- 1mo ago First seen · 95 lines · 26 tokens per session scan A 14dd3e6615ac
review-golang is a skill published in the GitHub repository ivklgn/ai-kit (12 stars, last pushed 1mo ago), licensed MIT. It adds 26 tokens to every session and 973 once invoked, about $0.0001 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 2026-09-04.
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