profile

profile is a command for Claude Code from gopherguides/gopher-ai. It costs 14 tokens per session (1,605 once invoked), scanned A, original, MIT.

A command for measuring Go performance, finding bottlenecks, applying targeted changes, and comparing results before and after optimization.

In plain words
What is it for?
Use it to profile a function, file, package, or current project with benchmarks, CPU and memory profiles, and execution traces where needed.
Why use it?
It ensures performance work is based on profiling data and statistical comparisons instead of assumptions.

Command for Claude Code

Written for Claude Code: allowed-tools in frontmatter. Also seen: names the AskUserQuestion tool; mentions Claude Code.

Runs only inside its plugin — its command needs a path that Claude Code sets for a plugin’s own hooks and for nothing else. Install the plugin, not this.

Part of the go-dev plugin — 11 skills, 10 commands shipped together

Good fit Use it to profile a function, file, package, or current project with benchmarks, CPU and memory profiles, and execution traces where needed.

Compare 6 commands from other repositories ↓
Install

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.

Claude Code
/plugin marketplace add gopherguides/gopher-ai
Claude Code
/plugin install go-dev

Made for: Claude Code.

Or install go-dev, the plugin that ships this one along with the rest of its 11 skills, 10 commands.

Wrote 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.

agentmods badge for profile

README.md
[![agentmods](https://agentmods.dev/badge/commands/gopherguides/gopher-ai/profile/github.svg)](https://agentmods.dev/commands/gopherguides/gopher-ai/profile)
Your own site
<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.

agentmods 80×15 button for profile

Your own site · 80×15
<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>
Per session 14 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 1,605 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

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.

ModelPer sessionOnce 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

Measured 1mo ago against content hash 701167a66b9e, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

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.

plugins/go-dev/commands/profile.md · 141 lines

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

  1. Check tooling:

    which benchstat 2>/dev/null && echo "benchstat: available" || echo "benchstat: NOT FOUND"
    go version
    

    Install benchstat if missing: go install golang.org/x/perf/cmd/benchstat@latest

  2. Locate target code — read it, identify hot path, note concurrency and I/O patterns.

  3. Find or create benchmarks:

    rg -l 'func Bench' --glob '*_test.go' ./target/path/ 2>/dev/null
    

    If none found: generate table-driven benchmarks with b.ReportAllocs(), realistic inputs, sink variables, b.StopTimer()/b.StartTimer() around setup. Follow the /bench patterns.

  4. Establish baseline:

    go test -bench=. -benchmem -count=6 -run=^$ ./target/path/ 2>&1 | tee .profile-baseline.bench
    benchstat .profile-baseline.bench
    

    If variance >5%, increase -count or investigate environment noise.

Read the full file on GitHub · 141 lines

Changes

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.

  1. 1mo ago First seen · 141 lines · 14 tokens per session scan A 701167a66b9e

Subscribe to this mod's changes

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.