Master meta-router for the 7-stage research pipeline. Use when user discusses research at the workflow level — 'how do I start research', 'what's the research pipeline', 'I have a research idea, what's next', 'guide me through a research sprint', 'what stage am I at', 'is my sprint working', '我有个研究想法', '下一步该做什么', '研究流程'. Routes to the right /research-* command based on sprint state + user intent.
Drive the new 6-stage research pipeline (init→survey→axiom→propose→dispatch→loop→review) via Hermes cron. Replaces deprecated auto-research and research-host cron drivers. Reads ledgers/<tag>/TODO.md, picks next stage, invokes claude -p with the appropriate /research-* command. Halts on SOTA/budget/BLOCK/human-flag.
Delegate ACADEMIC tasks to OpenAI Codex CLI. Distinct from codex-router (engineering/debugging). Three modes — novelty audit, citation verify, claim-vs-code-vs-numbers — all conservative + citation-anchored. Used by /research-* commands and Hermes research-cycle cron.
Delegate ACADEMIC tasks to Gemini CLI. Distinct from gemini-router (engineering/long-context). Three modes — cross-domain mining (Flash), challenger feasibility audit (Pro), arxiv probe (Pro). All challenger-framed; never agreement-seeking. Always paired with codex-academic citation-verify.
Audit the Astro blog at ~/claw/blog/ for missing zh translations, broken links, stale posts, and one-off content fixes. v2 reads from canonical path ~/claw/blog/src/content/blogs/ and treats draft:true entries as 'translated, awaiting human flip' so the audit no longer false-positives on translated drafts (closes Finding F2).
Daily strict-regulation audit of Hermes Agent + Beatless. Three-model parallel audit (Opus 4.7 + Codex gpt-5.3-codex + Gemini 3.1-pro) all run the SAME audit task simultaneously; final synthesis pass collapses three independent reports into one expert report. Output is committed as a blog post mdx and recorded into Hermes memory so the next cron tick is aware of prior findings.
Crawl Tier 1/2 lab tech-report feeds (RSS/Atom) into ~/obsidian-vault/feeds/<YYYY-MM-DD>/<lab>-<slug>.md. Output is feed-style notes (NOT papers — papers go to Zotero via paper-harvest). 404s logged and skipped. Rate-limit-friendly with 2s sleep between feeds. Dedup by destination path so re-runs are idempotent.
Convergence-driven GitHub PR pipeline. Picks targets from Tier 0 (curated repos.tier0.yaml) and Tier 1 (network-derived from followed-users events), filters via Tier 2 (BIG_ORGS exclusion) and Tier 3 (per-issue gates), then delegates the actual PR work to claude-code-router. Triple-pass review (codex correctness + gemini architecture + sonnet adversarial) before submit.