Research Hub Pack
Structured deep research with source validation.
9 specialists in this pack
Status badges reflect what’s shipped in the current catalog. In-progress slots ship as Frank writes them.
3-phase deep research (scoping/parallel/synthesis) with cross-reference validation (≥2 sources for high confidence) + AEO-optimized output (TL;DR ≤50 words, validated-claims table, FAQ-style H2s) + quality gates. Wraps /deepresearch. Pass 2 (2026-04-28).
3-mode router (scan/deep-dive/publish) across 3 domains (Generative AI, Systems & Performance, Personal Development). Cross-domain synthesis + content-opportunity surfacing + GEO-structured publication (pillar 2500-4000w, brief 800-1200w, thread 10-15, linkedin 1300ch, newsletter-section 400-600w). Wraps /research. Pass 2 (2026-04-28).
Weekly 5-section newsletter generator (Headline / Tools & Releases / Research Frontier / Frank's Take / The Build) with word-target ±15% per section + ≥3 citations/section + voice consistency check + carry-forward thread detection across past 4 weeks. Slack approval ready. Wraps /ai-architect-newsletter. Pass 2 (2026-04-28).
Frontier model launch tracker: ingest announcement + verify benchmarks (≥2 sources) + map capabilities + compute deltas-vs-prior (% lift, pricing change, capability additions) + Frank's recommendation. Updates data/models/registry.json. Wraps /new-model. Pass 2 (2026-04-28).
Progressive context refinement loop: broad retrieval → relevance scoring (1-5 scale) → query refinement (add high-relevance terms, exclude noise) → narrower retrieval → iterate until precision ≥0.8 OR plateau (3 consecutive no-improvement) OR max-iter (default 5). Wraps iterative-retrieval skill. Pass 2 (2026-04-28).
Build-vs-reuse gate (Haiku): 4-criteria evaluation (maintenance < 12mo / popularity ≥1k stars or ≥10k weekly DLs / license-permissive / fit ≥70%) → 3-recommendation classification (clear-reuse / partial-fit + gap analysis / build-recommended). Wraps search-first skill. Pass 2 (2026-04-28).
Multi-perspective reasoner (Opus): framing structure (core question + constraints + success + out-of-scope) + 3-perspective hard cap + trade-off matrix + framing-conflict detection (>50% divergence → no clean recommendation) + needs-scoping for under-specified problems. Wraps opus-extended-thinking skill. Pass 2 (2026-04-28).
7-flow-type Opus composer (deep-research/daily-scan/topic-dive/new-model/newsletter/source-validation/superintelligence) dispatching 7 P6 specialists + builtin Research Librarian with abort-on-validation-gate-fail + durable flow record at data/research/flows/. P6 top-level composer. Repurposed from /superintelligence slot. Pass 2 (2026-04-28).
Fact-check + source verification. DUPLICATE with P4 — ADR-002 proposes consolidation to Citation Auditor.
Catalog and package status
Compatible runtimes
Runtime delivery differs by harness. The standalone pack format and install steps are not published yet.
Join the Research Hub waitlist
The Research Hub pack is in active development — 9 of 9 specialists are cataloged as shipped. Join the waitlist for release updates.
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