LeoLaborie

Tune Filter — Development skill for Claude Code

Development community

Interactive calibration of portals.yml title_filter against cached scan-history.

How to install Tune Filter

Installs to ~/.claude/commands/leolaborie-claude-apply-tune-filter.md

Terminal

mkdir -p ~/.claude/commands && curl -fsSL https://raw.githubusercontent.com/LeoLaborie/claude-apply/HEAD/.claude/commands/tune-filter.md -o ~/.claude/commands/leolaborie-claude-apply-tune-filter.md

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

What Tune Filter does

description: Interactive calibration of portals.yml title_filter against cached scan-history argument-hint: ''

/tune-filter

Interactively tune `config/portals.yml.title_filter` (and `candidate-profile.blacklist_companies`) against the cached `data/scan-history.tsv` corpus — no network calls, no re-scan.

First-run guard

If `config/portals.yml` or `config/candidate-profile.yml` is missing, **stop** and say:

"No config found. Run `/apply-onboard` first — it will extract your CV,

Alternatives in Development

Tutti — Where people and agents build in tune 3.5k ★
20 Session Title — Session Title Generator 2.3k ★
Obsidian Challenge — Red-team your current idea against your own vault history — finds contradictions, past failures, and flawed as 277 ★