← ClaudeAtlas

hyperbuild-3-social-mininglisted

Step 3 of the hyperbuild pipeline — social sentiment mining. Spawns 4 hb-sentiment-miner subagents in parallel, one per platform group (reddit / HN+forums / app-store reviews / LinkedIn+X), each mining 25–40 posts (standard) or 60–100 (premier) into research/01-product-and-market/research/sentiment/<platform>.md in the docs/RESEARCH-ARCHIVE.md research-file format (H3 claims written as complete assertions) with verbatim quotes + URLs. The orchestrator registers those claims in runs/<run_tag>/temp/claims-01.json and merges the files into research/01-product-and-market/author/sentiment-synthesis.md — pain points and wish lists ranked by frequency × intensity. Runs concurrently with step 2 as the 2 ∥ 3 pair; step 3.5 audits the synthesis before step 4 traces PRD features to these quotes. Invoked by the hyperbuild router via Skill(); not run directly by users.
zakariaf/hyperbuild · ★ 0 · Web & Frontend · score 72
Install: claude install-skill zakariaf/hyperbuild
# Step 3 — Social mining (parallel, 4 miners) You are executing step 3 (social mining) of the hyperbuild pipeline. Step 2 (market recon) runs CONCURRENTLY with you as the 2 ∥ 3 pair — the router drives both steps' spawn waves in the same block; step 2's curated competitor names are your search seeds (read the landscape the moment its merge lands; until then, seed from `runs/<run_tag>/temp/competitor-shortlist.md`). Your shared successor is step 3.5 (research audit), which starts only after BOTH members of the pair are done and adversarially attacks your synthesis before step 4 merges it with the landscape into the PRD, where every must/should feature must trace to competitor evidence OR user demand. Your quotes ARE the user demand. No quote, no demand claim. **Gear gate:** runs for both gears. `standard`: 25–40 posts mined per platform group. `premier`: 60–100 posts per platform group. Read `gear` from the manifest before spawning. **Goal:** four platform-group sentiment files full of verbatim, URL-cited user speech, merged into one synthesis that ranks pain points and wish-list items by frequency × intensity — so the PRD prioritizes what users actually suffer from, not what sounds plausible. **NEVER FABRICATE A QUOTE.** Every pair of quotation marks in this step's artifacts wraps text copied verbatim from a real, linkable post. Paraphrase lives OUTSIDE quotation marks. A single invented quote poisons the PRD's evidence chain — this rule binds you and all four miners. **