From 2f75794194209586d0b17d26e4e87d94d3e6aead Mon Sep 17 00:00:00 2001 From: Sam Scholten Date: Wed, 7 Oct 2026 15:31:52 +1000 Subject: feeds: subscription audit command (per-feed volume + star stats) GET /v1/feeds + feed_id entries filter in the client, one cheap volume probe per feed over a --days window, star stats joined from labels.jsonl by feed id, category column, --min-per-day/--min-seen filters. Read-only; justfile recipe with one-line doc comments throughout. --- README.md | 11 ++++++----- 1 file changed, 6 insertions(+), 5 deletions(-) (limited to 'README.md') diff --git a/README.md b/README.md index eb84765..1288601 100644 --- a/README.md +++ b/README.md @@ -15,11 +15,12 @@ No deps beyond stdlib + vendored ML core. ## Commands ``` -fluxrec export stars + sampled negatives → labels.jsonl (local) -fluxrec train labels.jsonl → model.json + report.json (local) -fluxrec serve poll, score, RSS at /recommendations.xml (server) -fluxrec retrostar model-ranked candidates to star by hand (cold start) -fluxrec score debug: stdin titles → stdout scores +fluxrec export stars + sampled negatives → labels.jsonl (local) +fluxrec train labels.jsonl → model.json + report.json (local) +fluxrec serve poll, score, RSS at /recommendations.xml (server) +fluxrec retrostar model-ranked candidates to star by hand (cold start) +fluxrec feeds per-feed volume + star stats (pruning aid) +fluxrec score debug: stdin titles → stdout scores ``` ## Setup -- cgit v1.2.3