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 roedyrustam/vibes-plug --skill go-programming-expertgit clone --depth 1 https://github.com/roedyrustam/vibes-plugWrote 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/roedyrustam/vibes-plug/go-programming-expert)<a href="https://agentmods.dev/skills/roedyrustam/vibes-plug/go-programming-expert"><img src="https://agentmods.dev/badge/skills/roedyrustam/vibes-plug/go-programming-expert/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/roedyrustam/vibes-plug/go-programming-expert"><img src="https://agentmods.dev/badge/skills/roedyrustam/vibes-plug/go-programming-expert.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector warn
SkillSpector: 1 finding, up to high
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 →
- high Tool Misuse · line 126 Tool parameters are crafted to achieve unintended or unsafe behavior. Parameter abuse can bypass intended safety checks (e.g. shell=True, --force, dangerous glob patterns).Fix: Validate all tool parameters against an allowlist. Reject dangerous parameter values (shell=True, --force, -rf /) and use safe defaults.
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 | $0.00057 | $0.03354 |
| Opus 5.5 | $0.00023 | $0.01342 |
| Sonnet 5.5 | $0.00011 | $0.00671 |
| Haiku 4.5 | $0.00006 | $0.00335 |
Grade A, and why
go-programming-expert 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 2d 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 — 413 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Go Programming Expert (Go 1.24 / 1.25 Edition)
English
Orchestration & Integration
Connects and orchestrates with domain skills:
- API Design & Protocols:
api-design-expert,openapi-swagger-codegen-expert, andspec-driven-development-expertfor gRPC/protobuf contract design, REST endpoints, and RFC 9457 Problem Details. - Data Persistence:
database-orm-expertfor sqlc type-safe query generation,pgx/v5connection pooling, and transactional data integrity. - Realtime & Streaming:
sse-websocket-streaming-expertfor goroutine-backed streaming pipelines and low-latency WebSocket hubs. - Testing & Quality:
autonomous-tdd-debugger,e2e-testing-expert, andanti-slopfor executinggo test -v ./..., synthetic clock testing viatesting/synctest, and strict error checking (if err != nil). - Orchestration:
brainstormingandzero-to-prod-orchestrator(Phase 4: Backend & APIs).
Description
Expert-level Go development for building high-performance microservices, concurrent pipelines, and production CLI tools. Covers Go 1.24+ and 1.25 features (Swiss Table maps, weak pointers, testing/synctest deterministic concurrency testing, tool directives in go.mod), structured logging with slog, enhanced ServeMux pattern routing, sqlc type-safe SQL, and robust worker pools.
Trigger Conditions
- Writing Go 1.24+ / 1.25+ microservices, APIs, or high-throughput distributed workers.
- Utilizing Go 1.24+ Swiss Table optimizations, weak pointers (
weak.Pointer), or generic type aliases. - Running deterministic concurrency tests using
testing/synctestwithout flakytime.Sleep. - Managing tool dependencies using the official
tooldirective ingo.mod. - Writing type-safe SQL with sqlc or connection-pooled PostgreSQL with pgx/v5.
- Building HTTP servers using standard
net/httpServeMux method & wildcard routing.
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.
- 2d ago Changed · +109 lines · +57 tokens per session 6468ea916a55
- 3d ago Changed · +2 lines · -51 tokens per session 448f6e8fca0c
- 5d ago Changed d1e339da0c8b
- 6d ago Changed d962808604c7
- 15d ago Changed afb8e2eb7714
- 20d ago Changed a5d951b3dcff
- 21d ago Changed e8f84235e934
- 23d ago Changed · -6 lines · +39 tokens per session 2011825a99f4
- 25d ago Changed · +6 lines · -39 tokens per session 44e970365de8
- 1mo ago First seen · 302 lines · 51 tokens per session scan A a865c6bf38b8
go-programming-expert is a skill published in the GitHub repository roedyrustam/vibes-plug (113 stars, last pushed today), licensed MIT. It adds 57 tokens to every session and 3,354 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 2026-09-03.
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