Outsourcerer

Offload grunt work to a cheaper engine while Claude orchestrates

Tested · Didn't pass

Test report

Verdict
Tested · Didn't pass
Tested
Jul 17, 2026
Environment
Claude Code 2.x (agent harness)
Upstream re-checked
Aug 10, 2026 · 3a05f9d

⚠ The author changed this skill after we tested it. The verdict below describes the version we ran on Jul 17, 2026; it's queued for a re-test.

Tried to delegate a real job — write pytest tests for a fizzbuzz module — and could not get a single lane to run: devin, gemini, droid and cursor-agent are not installed, there is no OpenRouter key, the local codex turned out to be a shell alias rather than a PATH binary, and the claude-native fallback died on a 401 because headless auth is separate from an interactive login. So the central claim, that a cheaper engine does the grunt work, is unmeasured here rather than confirmed or denied. What did run is genuinely careful: the cloud disclosure fired before anything left the machine, and the source deliberately extracts one named key from ~/.env with a comment explaining that sourcing the file would leak every other secret to a third-party model. Two real gaps though — with no OpenRouter key the advertised live-benchmark model picking collapses into a nine-way tie at score 55, and advise then recommended the codex lane that its own doctor had already reported as not ready.

Scored on four weighted criteria — install, triggering, output vs. baseline, docs. How scoring works

  • Installs cleanly 5/5
  • Triggers reliably 4/5
  • Output vs. baseline 4/10
  • Docs & honesty 3/5

What Outsourcerer does

An orchestration copilot that delegates mechanical work to cheaper backends (OpenRouter, Codex, Gemini, Devin, local models) while Claude keeps the judgment calls, with a cost ledger, cloud-consent gate and background job watchdog. Triggers on outsource, offload, delegate, conserve tokens, or asking for a second opinion.

How to install Outsourcerer

git clone https://github.com/alexgreensh/outsourcerer.git
mkdir -p ~/.claude/skills
cd outsourcerer && cp -r plugins/outsourcerer/skills/outsourcerer ~/.claude/skills/outsourcerer

Skills live in ~/.claude/skills/ (global) or .claude/skills/ (per-project). Restart Claude Code after installing.

Commands — how to trigger Outsourcerer

  • /outsourcerer Offload grunt work to a cheaper engine while Claude orchestrates

It also activates on plain-language prompts like these:

  • Delegate writing these pytest tests to a cheaper model while you review
  • Can you offload this grunt refactor to Codex and just check the diff after
  • I want a cost ledger before you hand this task off to another model

Frequently asked questions

Is the Outsourcerer skill free?
Yes. The skill itself is free from alexgreensh/outsourcerer. SkillProof publishes the install command and an independent test verdict at no cost.
Does Outsourcerer work with Claude Code?
We tested it with Claude Code 2.x (agent harness) on Jul 17, 2026. Verdict: Tested · Didn't pass. Tried to delegate a real job — write pytest tests for a fizzbuzz module — and could not get a single lane to run: devin, gemini, droid and cursor-agent are not installed, there is no OpenRouter key, the local codex turned out to be a shell alias rather than a PATH binary, and the claude-native fallback died on a 401 because headless auth is separate from an interactive login. So the central claim, that a cheaper engine does the grunt work, is unmeasured here rather than confirmed or denied. What did run is genuinely careful: the cloud disclosure fired before anything left the machine, and the source deliberately extracts one named key from ~/.env with a comment explaining that sourcing the file would leak every other secret to a third-party model. Two real gaps though — with no OpenRouter key the advertised live-benchmark model picking collapses into a nine-way tie at score 55, and advise then recommended the codex lane that its own doctor had already reported as not ready.
How do I install Outsourcerer?
Copy the install command from this page, run it in your terminal, and restart Claude Code. Skills live in ~/.claude/skills/ (global) or .claude/skills/ inside a project.
Can I use Outsourcerer with Cursor, Copilot, Gemini CLI, Codex or other AI tools?
The SKILL.md format is native to Claude (Claude Code, Desktop, claude.ai). The instructions inside adapt to other assistants: Cursor rules, GitHub Copilot instructions, Windsurf rules, Custom GPTs, AGENTS.md for OpenAI Codex, and GEMINI.md for Google Gemini CLI — our conversion guides cover each, and the free converter on the tools page does the wrapping for you.