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Autoresearch: speed up analyze() (top-10 word frequencies + checksum)

GPTClaudeGemini··1,021 copies·updated 2026-07-14
autoresearch-speed-up-analyze-top-10-word-frequencies-checksum.prompt
# Autoresearch: speed up analyze() (top-10 word frequencies + checksum)

## Objective
Minimize wall-time of analyze() in solution.js over a fixed 40k-word input.

## Metrics
- Primary: ms (lower better) — median of 7 timed runs from bench.js
- Guardrail: test.js must pass (independent reference oracle); a keep is blocked on failure.

## How to run
`./.auto/measure.sh` → METRIC ms=<median>. `./.auto/checks.sh` → correctness.

## Files in scope
- solution.js — the only file to optimize.
## Off limits
- bench.js, test.js, gen.js (changing the harness/oracle would game the metric).

## What's been tried
(updated as we go)

when to use it

Community prompt sourced from the open-source GitHub repo jdrhyne/agent-skills (MIT). A "Autoresearch: speed up analyze() (top-10 word frequencies + checksum)" style prompt — adapt the placeholders and specifics to your task. Imported as-is and not independently retested here, so check the output before relying on it.

tags

roleplaycommunitygeneral

source

jdrhyne/agent-skills · MIT