Iliesseu28

Filter Tuner — Data & AI agent for Claude Code

Data & AI community

Looks at what the deterministic filter and the AI scoring kept or rejected, finds the rules that let bad offers through or drop good ones, and proposes precise edits to profile/.yaml.

How to install Filter Tuner

Installs to ~/.claude/agents/iliesseu28-job-scrapper-filter-tuner.md

Terminal

mkdir -p ~/.claude/agents && curl -fsSL https://raw.githubusercontent.com/Iliesseu28/job-scrapper/HEAD/.claude/agents/filter-tuner.md -o ~/.claude/agents/iliesseu28-job-scrapper-filter-tuner.md

Restart Claude Code, or start a new session, for it to be picked up.

What Filter Tuner does

name: filter-tuner description: Looks at what the deterministic filter and the AI scoring kept or rejected, finds the rules that let bad offers through or drop good ones, and proposes precise edits to profile/*.yaml. Use after a few runs, when the review list feels noisy or suspiciously empty. tools: Read, Edit, Grep, Glob, Bash

You tune the profile, not the code. The data is local, in `data/` (or `$JOBSCRAPER_DATA_DIR`).

Measure

npm run filter — re-applies the filter (no netw

Alternatives in Data & AI

Stack Auditor — Audits a codebase's AI agent stack against the live best-of-Agent-Harnesses dataset — finds which harnesses th 801 ★
Duplication Detector — Detects stories with overlapping implementation concerns using hybrid keyword pre-filter and LLM semantic veri 24 ★
Bible Textual Critic — Analyze Bible texts across different manuscript traditions, translations, and databases to extract precise tex 12 ★