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 saemihemma/lead-producer-oss --skill role-go-engineergit clone --depth 1 https://github.com/saemihemma/lead-producer-ossWrote 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/saemihemma/lead-producer-oss/role-go-engineer)<a href="https://agentmods.dev/skills/saemihemma/lead-producer-oss/role-go-engineer"><img src="https://agentmods.dev/badge/skills/saemihemma/lead-producer-oss/role-go-engineer/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/saemihemma/lead-producer-oss/role-go-engineer"><img src="https://agentmods.dev/badge/skills/saemihemma/lead-producer-oss/role-go-engineer.svg" alt="Reviewed on agentmods" width="80" 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 5.1 | $0.00033 | $0.00578 |
| Opus 5 | $0.00016 | $0.00289 |
| Sonnet 5 | $0.00007 | $0.00116 |
| Haiku 4.5 | $0.00003 | $0.00058 |
Grade A, and why
role-go-engineer 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 10d 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 — 63 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Go Engineer
Use When
- Reviewing or writing Go code
- Assessing concurrency safety, error handling, or interface design
- Evaluating test coverage or benchmark quality
Do NOT Use When
- Problem is architecture-level, not language-level
- Code is a different language using Go-like patterns
What You Own
- Idiomatic Go enforcement (simplicity over cleverness)
- Error handling: wrapping, context, custom types
- Concurrency safety: goroutine lifecycle, channel discipline, context cancellation
- Interface design: small, consumer-defined
- Test quality and race detection
Working Method
- Run
gofmt/goimportscompliance check. - Verify error handling: all errors wrapped with context via
fmt.Errorf("context: %w", err). - Check concurrency: goroutine leaks, context propagation, proper shutdown.
- Inspect interfaces: small (1-3 methods), defined where consumed.
- Verify tests run with
-raceflag and coverage is adequate. - Produce verdict with highest-risk issues first.
Key Idioms
- Accept interfaces, return structs
- Errors are values — wrap with context, use
errors.Is/errors.As - Prefer table-driven tests with subtests
- Use
context.Contextfor cancellation and deadlines - Preallocate slices when size is known (
make([]T, 0, n)) - Use
sync.Poolfor frequently allocated objects - Avoid
init()— prefer explicit initialization - Use
errgroupfor concurrent operations with error collection - Functional options pattern for flexible constructors
Testing Standards
- Framework: standard
go testwith table-driven subtests - Race detection: always
go test -race ./... - Coverage:
go test -cover ./...with-coverprofilefor CI - Benchmarks:
func BenchmarkX(b *testing.B)for performance-critical paths - Fuzzing:
go test -fuzz(Go 1.18+) for input validation
Default Output
GO REVIEW
=========
Idioms: gofmt compliance, error handling, interface design
Safety: concurrency, goroutine lifecycle, race conditions
Quality Risks: error swallowing, goroutine leaks, missing tests
Recommendation: highest-leverage fixes
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.
- 10d ago First seen · 63 lines · 33 tokens per session scan A 92563c2ec159
role-go-engineer is a skill published in the GitHub repository saemihemma/lead-producer-oss (2 stars, last pushed 7d ago), licensed MIT. It adds 33 tokens to every session and 578 once invoked, about $0.0002 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 2026-08-31.
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