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 instructions/bg-vc/vc-gin-api/agents-mdgit clone --depth 1 https://github.com/bg-vc/vc-gin-apiWhat 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 | $0.00297 | $0.00297 |
| Opus 5 | $0.00148 | $0.00148 |
| Sonnet 5 | $0.00059 | $0.00059 |
| Haiku 4.5 | $0.00030 | $0.00030 |
Grade A, and why
vc-gin-api AGENTS.md 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 3d 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
vc-gin-api agent guide
Read README.md before changing this repository.
Product rule: SIMPLE
This repository teaches people who are learning Go or moving to Go. Keep the request path visible:
Router -> Handler -> Service -> DAO -> MySQL
- Prefer changing an existing file over creating a new package.
- Do not add an interface, framework, generator, or abstraction until real duplication requires it.
- Prefer the Go standard library when it keeps the code easier to read.
- Keep handlers responsible for HTTP, services responsible for decisions, and DAOs responsible for SQL.
- Pass dependencies through small constructors. Do not add global mutable state or a DI container.
- Keep Redis optional. The account and user APIs must work without it.
- Never log passwords, tokens, database DSNs, or secret configuration values.
- Preserve the six documented API paths unless a task explicitly requests a breaking change.
Change workflow
- Trace the current request from
router/throughhandler/,service/, anddao/. - Make the smallest complete vertical change.
- Add or update a focused test next to the changed behavior.
- Run:
gofmt -w main.go dao handler model pkg router service
go vet ./...
go test ./...
govulncheck ./...
- In the handoff, explain the request path and why no extra abstraction was needed.
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.
- 3d ago First seen · 37 lines · 297 tokens per session scan A 5e18adf5152c
vc-gin-api AGENTS.md is an instructions file published in the GitHub repository bg-vc/vc-gin-api (24 stars, last pushed 22d ago), licensed MIT. It adds 297 tokens to every session, about $0.0015 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 instructions, from other repositories
snowgo AGENTS.md
Instructions for sy159/snowgo, covering agents.md, document index, core rules and ai workflow.
sq AGENTS.md
Instructions for neilotoole/sq, covering agents.md, about sq, key documents, common commands and conventions.
jwx AGENTS.md
AGENTS.md instructions for lestrrat-go/jwx, covering agents.md, for module consumers, go version, goexperiment and module path vs physical layout.
GoSQLX CLAUDE.md
Instructions for ajitpratap0/GoSQLX, covering claude.md, project overview, architecture, core components and token processing pipeline.
picoaide AGENTS.md
Instructions for picoaide/picoaide, covering claude.md, 项目概述, 构建与运行, 构建命令 and ⚠️ 重要:必须全量编译.
jwx CLAUDE.md
Claude Code instructions for lestrrat-go/jwx, a project described as: Complete implementation of JWx (Javascript Object Signing and Encryption/JOSE) technologies for Go. #golang #jwt #jws #jwk #jwe.