Getting it into your agent
It runs from inside its repository, so the clone comes first — what it calls does not travel with the file alone.
git clone --depth 1 https://github.com/0xDarkMatter/claude-modsnpx agentmods add skills/0xdarkmatter/claude-mods/go-opsWrote 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/0xdarkmatter/claude-mods/go-ops)<a href="https://agentmods.dev/skills/0xdarkmatter/claude-mods/go-ops"><img src="https://agentmods.dev/badge/skills/0xdarkmatter/claude-mods/go-ops.svg" alt="Measured on agentmods" height="20"></a>- NVIDIA SkillSpector pass
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 | $0.00089 | $0.02525 |
| Opus 5 | $0.00044 | $0.01262 |
| Sonnet 5 | $0.00018 | $0.00505 |
| Haiku 4.5 | $0.00009 | $0.00252 |
Grade A, and why
go-ops scanned grade A with 1 finding 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 8d 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.
Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
return fetch(ctx, url) How it starts
The opening of the file, as written. The whole thing — 312 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Go Operations
Comprehensive Go skill covering idiomatic patterns, concurrency, and production practices.
Module Quick Start
# New module
go mod init github.com/user/project
# Add dependency
go get github.com/lib/pq@latest
# Tidy (remove unused, add missing)
go mod tidy
# Vendor dependencies
go mod vendor
# Workspace (multi-module)
go work init ./api ./shared
go work use ./cli
Error Handling Decision Tree
What kind of error?
│
├─ Known, expected condition (e.g. "not found")
│ └─ Sentinel error: var ErrNotFound = errors.New("not found")
│ └─ Caller checks: errors.Is(err, ErrNotFound)
│
├─ Need to carry structured data (status code, field name)
│ └─ Custom error type: type ValidationError struct { Field, Message string }
│ └─ Implement Error() string
│ └─ Caller checks: errors.As(err, &validErr)
│
├─ Adding context to an existing error
│ └─ Wrap: fmt.Errorf("load config: %w", err)
│ └─ Preserves original for Is/As checks
│
├─ Truly unrecoverable (corrupted state, programmer bug)
│ └─ panic("invariant violated: ...")
│ └─ Almost never in library code
│
└─ Multiple errors from concurrent work
└─ errors.Join(err1, err2) or multierr package
Error Wrapping Convention
// Add context at each layer, don't repeat the function name
func LoadUser(id int) (*User, error) {
row, err := db.Query("SELECT ...", id)
if err != nil {
return nil, fmt.Errorf("load user %d: %w", id, err)
}
// ...
}
Concurrency Decision Tree
What's the concurrency pattern?
│
├─ Run N independent tasks, collect results
│ └─ errgroup.Group (cancels on first error)
│
├─ Fire-and-forget background work
│ └─ go func() with context for cancellation
│ └─ ALWAYS handle the error or log it
│
├─ Producer/consumer pipeline
│ └─ Channels (buffered for throughput)
│ └─ Close channel when producer is done
│
├─ Rate-limited concurrent work
│ └─ Semaphore: make(chan struct{}, maxConcurrency)
│
├─ Shared mutable state
│ └─ sync.Mutex or sync.RWMutex
│ └─ Prefer channels if the state is simple
│
├─ One-time initialization
│ └─ sync.Once
│
└─ Wait for N goroutines to finish (no error collection)
└─ sync.WaitGroup
What ships with it
9 files 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.
- 8d ago First seen · 312 lines · 89 tokens per session scan A 8f3d41fab31d
go-ops is a skill published in the GitHub repository 0xDarkMatter/claude-mods (33 stars, last pushed 15d ago), licensed MIT. It adds 89 tokens to every session and 2,525 once invoked, about $0.0004 per session on Opus 5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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