docs: README + CHANGELOG for the autonomous pipeline overhaul

2026-07-03 15:23:30 -04:00
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 # Changelog

+## July 2026
+
+- Autonomous pipeline overhaul: new `/daily-pipeline` skill chains capture → bundle → review graduation → pick-of-the-day → build → commit → push and ends with a digest; `daily-finds` gains a score-and-shortlist stage (up to 12 `shortlist: true` finds per run, top 1-3 flagged as review candidates), feed-first fetching (`fetch: "feed"` + `feedUrl` in sources.json), cadence-aware scanning, and authority to apply mechanical source maintenance itself; `build-bundle`/`cluster-bundles`/`build-review` gain unattended `auto` modes (publish + log instead of pausing for confirmation), and `build-bundle weekly` writes a date-based "week's catch" so shortlisted finds never sit unbundled for weeks
+- Review heroes are now auto-discovered: `src/lib/hero.ts` globs `reviews/*/hero.<ext>` (images and `hero.mp4`), so a new review needs no registration — only legacy non-`hero`-named assets remain as explicit overrides; both hero globs also accept `.avif`
+- Pick of the day moves from a hardcoded constant in `src/pages/index.astro` to `src/data/pick.json` (falls back to the latest review); the dev-mode "Make today's pick" button writes the JSON file
+- Optional `amazonLink` frontmatter on finds and reviews renders an "Also on Amazon" link with the existing affiliate tagging, badge, and disclosure; the capture pipeline looks up exact Amazon matches for shortlisted physical products
+- Fact-checking against the product's own site is now a mandatory step when a find graduates to a review unattended
+
 ## May 2026

 - Bucket `find/` folders by capture date: every find moves from `src/content/find/<slug>/index.mdx` to `src/content/find/<year>/<month>/<slug>/index.mdx` (all 289 existing finds migrated to `2026/05/`). The `find` content-collection loader uses a new `leafSlug` `generateId` so the id (and therefore the URL at `/find/<slug>/`) stays flat, and `src/lib/find-hero.ts` switched to a recursive `**/hero.{...}` glob. No URL changes; bundle `items[]`, `promotedTo`/`fromFind` cross-references, and category/tag pages all keep working unchanged. Rationale: the flat folder was getting hard to scan and slow `git status` at ~290 finds and growing 20+/day