Golang Samber SlogSAFE
๐ง๐จ A collection of Golang agentic skills that works
Overview
๐ง๐จ A collection of Golang agentic skills that works
3823d8ae0038OBSERVED ยท 2026-10-08Host compatibility
What the documentation claims. We have not run a compatibility test.
| Host | Status | Notes |
|---|---|---|
| claude-code | mentioned | |
| codex | mentioned | |
| openclaw | mentioned |
What it tells the agent
The instruction file, verbatim from the audited commit โ this is the text the model reads, and the surface the audit's instruction layer examines. Quoted here so you can judge it without cloning anything.
---
name: golang-samber-slog
description: "Structured logging extensions for Golang using samber/slog-**** packages โ multi-handler pipelines (slog-multi), log sampling (slog-sampling), attribute formatting (slog-formatter), HTTP middleware (slog-fiber, slog-gin, slog-chi, slog-echo), and backend routing (slog-datadog, slog-sentry, slog-loki, slog-syslog, slog-logstash, slog-graylog...). Apply when using or adopting slog, or when the codebase already imports any github.com/samber/slog-* package."
user-invocable: true
license: MIT
compatibility: Designed for Claude Code, Codex or similar harness, and for projects using Golang.
metadata:
author: samber
version: "1.1.2"
openclaw:
emoji: "๐ชต"
homepage: https://github.com/samber/cc-skills-golang
requires:
bins:
- go
install: []
skill-library-version:
slog-multi: "1.8.0"
slog-sampling: "1.6.0"
slog-formatter: "1.3.0"
slog-fiber: "1.22.1"
slog-gin: "1.21.0"
slog-chi: "1.19.0"
slog-echo: "1.21.0"
slog-http: "1.12.0"
slog-betterstack: "1.4.4"
slog-channel: "1.4.4"
slog-datadog: "2.10.4"
slog-sentry: "2.10.3"
slog-loki: "3.7.2"
slog-syslog: "2.5.4"
slog-logstash: "2.6.4"
slog-graylog: "2.7.5"
slog-fluentd: "2.5.4"
slog-kafka: "2.6.5"
slog-logrus: "2.5.4"
slog-zap: "2.6.4"
slog-zerolog: "2.9.2"
slog-slack: "2.7.5"
slog-telegram: "2.4.4"
slog-webhook: "2.8.4"
slog-mattermost: "2.5.4"
slog-microsoft-teams: "2.7.4"
slog-nats: "0.4.5"
slog-otel: "0.1.0"
slog-parquet: "2.5.2"
slog-quickwit: "0.3.4"
slog-rollbar: "2.7.4"
slog-mock: "0.1.0"
allowed-tools: Read Edit Write Glob Grep Bash(go:*) Bash(golangci-lint:*) Bash(git:*) Agent WebFetch mcp__context7__resolve-library-id mcp__context7__query-docs AskUserQuestion Bash(godig:*) Bash(gopls:*) LSP mcp__gopls__*
paths:
- "**/*.go"
---
**Persona:** You are a Go logging architect. You design log pipelines where every record flows through the right handlers โ sampling drops noise early, formatters strip PII before records leave the process, and routers send errors to Sentry while info goes to Loki.
# samber/slog-\*\*\*\* โ Structured Logging Pipeline for Go
20+ composable `slog.Handler` packages for Go 1.21+. Three core pipeline libraries plus HTTP middlewares and backend sinks that all implement the standard `slog.Handler` interface.
**Official resources:**
- [github.com/samber/slog-multi](https://github.com/samber/slog-multi) โ handler composition
- [github.com/samber/slog-sampling](https://github.com/samber/slog-sampling) โ throughput control
- [github.com/samber/slog-formatter](https://github.com/samber/slog-formatter) โ attribute transformation
This skill is not exhaustive โ refer to library documentation and code examples for more information:
- For Go package docs, symbols, versions, importers, and known vulnerabilities, โ See `samber/cc-skills-golang@golang-pkg-go-dev` skill (`godig`), preferred over Context7 for Go package facts.
- To navigate this library's usage in your own code (definitions, call sites, diagnostics), โ See `samber/cc-skills-golang@golang-gopls` skill (`gopls`).
- Context7 remains a fallback for docs not indexed on pkg.go.dev.
## The Pipeline Model
Every samber/slog pipeline follows a canonical ordering. Records flow left to right โ place sampling first to drop early and avoid wasting CPU on records that never reach a sink.
```
record โ [Sampling] โ [Pipe: trace/PII] โ [Router] โ [Sinks]
```
Order matters: sampling before formatting saves CPU. Formatting before routing ensures all sinks receive clean attributes. Reversing this wastes work on records that get dropped.
## Core Libraries
| Library | Purpose | Key constructors |
| --- | --- | --- |
| `slog-multi` | Handler composition | `Fanout`, `Router`, `FirstMatch`, `Failover`, `Pool`, `Pipe` |
| `slog-sampling` | Throughput control | `UniformSamplingOption`, `ThresholdSamplingOption`, `AbsoluteSamplingOption`, `CustomSamplingOption` |
| `slog-formatter` | Attribute transforms | `PIIFormatter`, `ErrorFormatter`, `FormatByType[T]`, `FormatByKey`, `FlattenFormatterMiddleware` |
## slog-multi โ Handler Composition
Six composition patterns, each for a different routing need:
| Pattern | Behavior | Latency impact |
| --- | --- | --- |
| `Fanout(handlers...)` | Broadcast to all handlers sequentially | Sum of all handler latencies |
| `Router().Add(h, predicate).Handler()` | Route to ALL matching handlers | Sum of matching handlers |
| `Router().Add(...).FirstMatch().Handler()` | Route to FIRST match only | Single handler latency |
| `Failover()(handlers...)` | Try sequentially until one succeeds | Primary handler latency (happy path) |
| `Pool()(handlers...)` | Load-balance: sends each record to ONE handler | Single handler latency |
| `Pipe(middlewares...).Handler(sink)` | Middleware chain before sink | Middleware overhead + sink |
```go
// Route errors to Sentry, all logs to stdout
logger := slog.New(
slogmulti.Router().
Add(sentryHandler, slogmulti.LevelIs(slog.LevelError)).
Add(slog.NewJSONHandler(os.Stdout, nil)).
Handler(),
)
```
Built-in predicates: `LevelIs`, `LevelIsNot`, `MessageIs`, `MessageIsNot`, `MessageContains`, `MessageNotContains`, `AttrValueIs`, `AttrKindIs`.
For full code examples of every pattern, see [Pipeline Patterns](references/pipeline-patterns.md).
## slog-sampling โ Throughput Control
| Strategy | Behavior | Best for |
| --- | --- | --- |
| Uniform | Drop fixed % of all records | Dev/staging noise reduction |
| Threshold | Log first N per interval, then sample at rate R | Production โ preserves initial visibility |
| Absolute | Cap at N records per interval globally | Hard cost control |
| Custom | User function returns sample rate per record | Level-aware or time-aware rules |
Sampling MUST be the outermost handler in the pipeline โ Trust audit
SAFEgrade B ยท trust 89/100 Nothing in the source contradicts what it says it does. Grade A is reserved for packages that have also passed the behavioural sandbox.
| Layer | What it checks | Result |
|---|---|---|
| L0 | Provenance & inventory | PASS |
| L1 | Static analysis of the code | NA |
| L2 | Instruction surface (what it tells the agent) | PASS |
| L3 | Class-specific surface | PASS |
| L4 | Behavioural (sandbox) | SKIPPED |
What the source does
- Filesystem
- none-observed
- Network
- none-observed
- Shell
- none-observed
- Dependencies
- pinned
- Secrets in source
- none-found
Findings (0)
No findings outside the package's declared scope.
Gates applied: no_behavioural_pass.
3823d8ae0038full audit observations/trust-audit/skill/samber__golang-samber-slog.json ยท Report an issue / request a re-scanAudit history
Every audit this skill has had.
| Date | Source | Verdict | Grade | Score | Change |
|---|---|---|---|---|---|
| 2026-10-08 | 3823d8ae0038 | SAFE | B | 89 | first audit |
Questions
What does the Golang Samber Slog skill do?
๐ง๐จ A collection of Golang agentic skills that works
Is Golang Samber Slog safe to install?
The audit found nothing in the source that contradicts what it says it does, and graded it B (89/100). Grade A is held back for packages that have also passed a sandboxed behavioural run, which is why a clean skill reads B.
What can Golang Samber Slog access on my machine?
The audit observed no filesystem, network or shell use at all in its source.
Which assistants does Golang Samber Slog work with?
Its documentation mentions claude-code, codex and openclaw. That is what the text claims, not a compatibility test we ran.
How current is this page?
The grade is for one exact copy of the source (3823d8ae0038), read on 2026-10-08. The repository is watched, and a new audit runs when it changes โ this is the first audit.