prompt-evaluation-runn…
Use when evaluating prompts, LLM outputs, red-team suites, or model behavior with local eval configs and safe provider/cost controls.
Use when a bug must be isolated from a large application into a standalone, runnable script or single test case.
$ npx -y skills add yeaight7/agent-powerups --skill minimal-reproduction --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
/minimal-reproductionContext preview
The summary Claude sees to decide when to auto-load this skill.
Use when a bug must be isolated from a large application into a standalone, runnable script or single test case.
name: minimal-reproduction description: Use when a bug must be isolated from a large application into a standalone, runnable script or single test case.
You cannot reliably fix what you cannot reliably reproduce in isolation. Apply the subtraction method until a single file deterministically triggers the exact reported error.
1. **Start with the failure.** Take the code path that fails.
2. **Remove the UI/Network.** If the bug is reported via a web request, write a script that calls the internal controller directly.
3. **Mock dependencies.** If the bug doesn't require the database, mock it. If it doesn't require the third-party API, mock it. Template:
// repro.js — minimal harness, no framework
const { failingFunction } = require("./src/module");
const fakeDb = { query: async () => [{ id: 1, value: null }] }; // smallest stub that triggers it
failingFunction(fakeDb, { payloadKey: "trigger-value" })
.then(() => { console.log("NO REPRO"); process.exit(0); })
.catch((err) => { console.error("REPRO:", err.message); process.exit(1); });(Exit `0` on no-repro / non-zero on repro also makes the script directly usable by `git bisect run`.)
4. **Prune data.** If the bug fails on a 10MB JSON payload, binary search the payload down to the exact 2 keys that trigger the failure.
5. **Final output.** The result must be a single file — a standalone script or one test case — that relies on ZERO external state, can be run with a single command, and deterministically outputs the exact error reported.
Curated power-ups for coding agents: skills, slash commands, MCP configs, hooks, AGENTS.md templates, and workflows for serious software engineering. Claude Code, Codex, Antigravity CLI, Cursor and more
Repo: yeaight7/agent-powerups
Use when evaluating prompts, LLM outputs, red-team suites, or model behavior with local eval configs and safe provider/cost controls.
Use when creating or reviewing red-team eval plugins, attack templates, grader rubrics, safety fixtures, or model-risk test metadata.
Use when designing, running, debugging, or hardening deterministic eval suites for agent skills, prompts, tool workflows, or MCP-backed cases.
Use when designing tool definitions for a new agent or subagent, an agent shows high retry rates, ambiguous tool invocations, or silent failures, or an…
Use when routing a prompt to a local provider CLI for a second opinion, review, or plan -- you are about to call a provider directly, need the response saved…
Use when starting work in an unfamiliar area of a codebase, spawning a subagent that needs targeted file context, a first search pass missed the relevant file,…