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 agentmods add skills/bg-vc/vc-gin-api/simple-go-apinpx skills add bg-vc/vc-gin-api --skill simple-go-apigit clone --depth 1 https://github.com/bg-vc/vc-gin-apiWrote 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/bg-vc/vc-gin-api/simple-go-api)<a href="https://agentmods.dev/skills/bg-vc/vc-gin-api/simple-go-api"><img src="https://agentmods.dev/badge/skills/bg-vc/vc-gin-api/simple-go-api.svg" alt="Measured on agentmods" 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 | $0.00087 | $0.00443 |
| Opus 5 | $0.00044 | $0.00221 |
| Sonnet 5 | $0.00017 | $0.00089 |
| Haiku 4.5 | $0.00009 | $0.00044 |
Grade A, and why
simple-go-api 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 4d 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.
What it actually says
Work with the SIMPLE Go API
Understand the request
- Read
AGENTS.mdand the relevant README language. - Locate the route, handler, service, DAO, model, and focused tests involved.
- Explain the current request path in five short steps before proposing a structural change.
Teach an existing flow
- Start at the route and follow real function calls; do not explain from generic Gin knowledge alone.
- Show where HTTP input becomes a model, where business decisions happen, and where SQL executes.
- Point out one Go concept at a time, using repository code as the example.
- End with one small exercise the learner can complete in under 30 minutes.
Extend the API
- Implement the smallest complete vertical slice through the existing layers.
- Reuse concrete constructors and existing response/error conventions.
- Keep SQL parameterized and keep secrets out of logs and tracked files.
- Avoid new packages and interfaces unless two existing implementations already need them.
- Keep Redis optional and outside the account/user request path unless the user explicitly changes that rule.
- Add a focused test for the changed behavior.
Check simplicity
Reject or simplify a change that introduces speculative layers, generic repositories, generated CRUD, a DI framework, runtime Codex dependencies, or infrastructure unrelated to the learning goal. Explain the concrete cost in files, concepts, or startup steps.
Verify and hand off
Run gofmt, go vet ./..., go test ./..., and govulncheck ./.... Report:
- the request path that changed;
- the behavior a learner can now observe;
- the tests that passed;
- one short next exercise.
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.
- 4d ago First seen · 42 lines · 87 tokens per session scan A 76c26f14f999
simple-go-api is a skill published in the GitHub repository bg-vc/vc-gin-api (24 stars, last pushed 23d ago), licensed MIT. It adds 87 tokens to every session and 443 once invoked, about $0.0004 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.
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