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 johnqtcg/awesome-skills --skill go-logic-reviewgit clone --depth 1 https://github.com/johnqtcg/awesome-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/skills/johnqtcg/awesome-skills/go-logic-review)<a href="https://agentmods.dev/skills/johnqtcg/awesome-skills/go-logic-review"><img src="https://agentmods.dev/badge/skills/johnqtcg/awesome-skills/go-logic-review/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/johnqtcg/awesome-skills/go-logic-review"><img src="https://agentmods.dev/badge/skills/johnqtcg/awesome-skills/go-logic-review.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
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 | $0.00062 | $0.02146 |
| Opus 5 | $0.00031 | $0.01073 |
| Sonnet 5 | $0.00012 | $0.00429 |
| Haiku 4.5 | $0.00006 | $0.00215 |
Grade A, and why
go-logic-review 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 12d 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 — 160 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Go Logic Review
Purpose
Audit Go code for business logic correctness. Core question: "Does the code do what it's supposed to do?"
Key distinction from other 6 vertical skills: they use pattern matching (see SQL → check injection, see goroutine → check race). This skill uses semantic understanding — understand the code's intent, then compare with its implementation.
This skill relies primarily on AI's general reasoning ability, not heavy reference files. The checklist provides the review framework; AI provides the reasoning.
This skill does NOT cover: security patterns, concurrency patterns, performance patterns, code style, test quality, or error handling patterns — those belong to sibling skills.
When To Use
- Any code change that modifies behavior
- Code contains conditional branches (if/else, switch)
- Code contains data transformation or processing
- Code contains state management or state transitions
- Default dispatch: always run (any code change can introduce logic errors)
When NOT To Use
- Pure refactoring with no behavior change
- Config-only changes
- Security vulnerability patterns →
go-security-review - Concurrency patterns →
go-concurrency-review - Code style →
go-quality-review
Mandatory Gates
1) Context Understanding Gate (unique to this skill)
Before evaluating correctness, understand the INTENT:
- Read function name, comments, docstring
- Read caller context — who calls this function, what do they expect?
- Read related tests — they document expected behavior
- Read commit message / PR description if available
If intent is ambiguous after these steps, flag as "unclear intent — needs clarification" rather than guessing. Do not report uncertain intent as a confirmed defect.
2) Anti-Example Suppression Gate
MUST cite evidence of intent mismatch. Category match alone insufficient.
Embedded anti-examples:
- "Function name doesn't match behavior" — when you cannot verify the expected behavior from available context (don't guess business rules you don't know).
- "Off-by-one in pagination" — when the code follows the framework's pagination convention (0-based vs 1-based varies by framework). Verify convention before flagging.
- "Missing state transition validation" — when the state machine is intentionally permissive by design (e.g., admin override paths).
- "Unused function parameter" — this is a quality/style issue (
go-quality-review), not a logic issue. Only flag here if the unused parameter indicates a logic bug (function ignores input it should use). - "Return value could be nil" — when callers already handle nil (check all callers before flagging).
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.
- 12d ago First seen · 160 lines · 62 tokens per session scan A 82942ce15166
go-logic-review is a skill published in the GitHub repository johnqtcg/awesome-skills (30 stars, last pushed today), licensed MIT. It adds 62 tokens to every session and 2,146 once invoked, about $0.0003 per session on Opus 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 2026-08-30.
Other skills, from other repositories
verify-implementation
A workflow that runs a project’s verification skills to produce a report on coding patterns, architecture rules, and project conventions. It is intended for work after implementation, before a pull request, or during code review.
review-loop
Run the adversarial verification loop — implement, then hand the change to a fresh checker that did not write it, fix what it finds, and re-dispatch until APPROVE. Use before claiming any behavioural change is done, and on requests like "review loop", "adversarial review", "independent review", "get this verified"…
frontend-code-review
Trigger when the user requests a review of frontend files (e.g., .tsx, .ts, .js). Support both pending-change reviews and focused file reviews while applying the checklist rules.
go-concurrency-reviewer
Audit Go concurrency — goroutines, channels, mutexes, context propagation, race conditions.
go-error-reviewer
Deep audit of Go error handling — wrapping, inspection, logging, panic/recover patterns.
go-modernizer
Detect outdated Go patterns and suggest modern idioms — Go 1.21 through 1.24+ features.