Getting it into your agent
This one installs as part of its plugin. Adding the marketplace and installing the plugin brings it with everything else the plugin ships.
/plugin marketplace add gopherguides/gopher-ai/plugin install go-devWrote 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/commands/gopherguides/gopher-ai/profile)<a href="https://agentmods.dev/commands/gopherguides/gopher-ai/profile"><img src="https://agentmods.dev/badge/commands/gopherguides/gopher-ai/profile/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/commands/gopherguides/gopher-ai/profile"><img src="https://agentmods.dev/badge/commands/gopherguides/gopher-ai/profile.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 | $0.00014 | $0.01605 |
| Opus 5.5 | $0.00006 | $0.00642 |
| Sonnet 5.5 | $0.00003 | $0.00321 |
| Haiku 4.5 | $0.00001 | $0.00161 |
Grade A, and why
profile 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 1mo 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 — 141 lines — stays where its author put it; the contents beside it link to each section on GitHub.
If $ARGUMENTS is empty or not provided:
Usage: /profile <target>
Examples:
/profile ./pkg/auth/— profile all benchmarkable code in a package/profile ProcessOrder— profile a specific function/profile .— profile the current package
Workflow: baseline → CPU profile → memory profile → trace (if concurrent) → rank bottlenecks → optimize one at a time and verify with benchstat → final before/after comparison.
Ask: "What file, function, or package would you like me to profile?"
If $ARGUMENTS is provided:
Profile Go code, identify bottlenecks, apply optimizations, and verify improvements with statistical rigor. Systematic profile → isolate → optimize → verify cycle.
Loop Initialization
!if [ ! -x "${CLAUDE_PLUGIN_ROOT}/scripts/setup-loop.sh" ]; then echo "ERROR: Plugin cache stale. Run /gopher-ai-refresh (or refresh-plugins.sh) and restart Claude Code."; exit 1; else "${CLAUDE_PLUGIN_ROOT}/scripts/setup-loop.sh" "profile" "COMPLETE"; fi
Configuration
- Target:
$ARGUMENTS(file, function, or package)
IRON LAW: NEVER OPTIMIZE WITHOUT PROFILING DATA FIRST
Do not guess. Do not "just try changing X." Every optimization must be preceded by profiling data showing WHERE the bottleneck actually is. Measure before AND after every change.
Phase 1: Environment & Baseline
-
Check tooling:
which benchstat 2>/dev/null && echo "benchstat: available" || echo "benchstat: NOT FOUND" go versionInstall benchstat if missing:
go install golang.org/x/perf/cmd/benchstat@latest -
Locate target code — read it, identify hot path, note concurrency and I/O patterns.
-
Find or create benchmarks:
rg -l 'func Bench' --glob '*_test.go' ./target/path/ 2>/dev/nullIf none found: generate table-driven benchmarks with
b.ReportAllocs(), realistic inputs, sink variables,b.StopTimer()/b.StartTimer()around setup. Follow the/benchpatterns. -
Establish baseline:
go test -bench=. -benchmem -count=6 -run=^$ ./target/path/ 2>&1 | tee .profile-baseline.bench benchstat .profile-baseline.benchIf variance >5%, increase
-countor investigate environment noise.
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.
- 1mo ago First seen · 141 lines · 14 tokens per session scan A 701167a66b9e
profile is a command published in the GitHub repository gopherguides/gopher-ai (21 stars, last pushed yesterday), licensed MIT. It adds 14 tokens to every session and 1,605 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 2026-08-30.
Other commands, from other repositories
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go-build
A command for diagnosing and fixing Go build errors, vet warnings, and linter problems in small, incremental changes. Go is a programming language, and these tools check whether Go code builds and follows common rules.
go-build
Fix Go build and vet errors.
go-build
Fix Go build errors, go vet warnings, and linter issues incrementally. Invokes the go-build-resolver agent for minimal, surgical fixes.
go-build
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