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 jxoesneon/Ciel --skill go-developmentgit clone --depth 1 https://github.com/jxoesneon/CielWrote 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/jxoesneon/ciel/go-development)<a href="https://agentmods.dev/skills/jxoesneon/ciel/go-development"><img src="https://agentmods.dev/badge/skills/jxoesneon/ciel/go-development/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/jxoesneon/ciel/go-development"><img src="https://agentmods.dev/badge/skills/jxoesneon/ciel/go-development.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 | $0.00021 | $0.00446 |
| Opus 5.5 | $0.00008 | $0.00178 |
| Sonnet 5.5 | $0.00004 | $0.00089 |
| Haiku 4.5 | $0.00002 | $0.00045 |
Grade A, and why
go-development 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 28d 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
CIEL ADAPTATION: Go Development (Simplicity & Concurrency)
This skill formalizes the development of performant, readable Go services. it prioritizes the "Errors are Values" philosophy and idiomatic concurrency.
Idiomatic Standards
- Zero Value Utility: Design types so their zero value is ready to use (e.g.,
sync.Mutex,bytes.Buffer). - Interface Discipline: "Accept interfaces, return structs." Define interfaces where they are used (consumer-side).
- Error Handling: ALWAYS check errors immediately. Wrap with context:
fmt.Errorf("do X: %w", err). - Returning Early: Handle errors first; keep the "happy path" unindented.
Concurrency Mandates
- Context First: Pass
context.Contextas the first argument to all long-running or I/O-bound functions. - Goroutine Hygiene: Never start a goroutine without knowing how it will stop. Use
errgroupfor coordination. - Channel Safety: Prefer communication by channels over shared memory. Use buffered channels only when necessary for performance.
TDD & Performance (testing)
- Table-Driven Tests: Use anonymous structs for test cases.
- Benchmarks: Mandate
BenchmarkX(b *testing.B)for all performance-critical hot paths. - Fuzzing (1.18+): Use
f.Fuzzfor complex parsers or input validation logic. - Race Detector: ALWAYS run tests with
-racein CI.
Anti-Patterns
- Panic for Control Flow: Using
panicinstead of returning anerror. - Global Mutable State: Initializing DB or Loggers in
init()instead of using dependency injection. - Naked Returns: Using unnamed return variables in functions longer than 10 lines.
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.
- 28d ago Changed · -13 lines 49d45f28053e
- 1mo ago First seen · 52 lines · 21 tokens per session scan A 5901bbd353c4
go-development is a skill published in the GitHub repository jxoesneon/Ciel (1 stars, last pushed 5d ago), licensed Apache-2.0. It adds 21 tokens to every session and 446 once invoked, about $0.0001 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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Production-ready Golang tests — table-driven tests, testify suites and mocks, parallel tests, fuzzing, fixtures, goroutine leak detection with goleak, snapshot testing, code coverage, integration tests, idiomatic test naming. Use when writing or reviewing Go tests, choosing a testing approach, setting up Go test CI…