Evaluates high-stakes financial choices by distinguishing raw affordability from economic validity and providing actionable risk-control…
RAG-backed. Plan and optionally commit one bounded critical-net or differential-pair route in DipTrace with explicit rules and…
Inspect, render, install, or remove named user crontab jobs with explicit mutation confirmation and marker-bounded edits.
Transfer context between AI agent sessions with structured handoff protocols, state serialization, and decision log preservation.
Scans, synchronizes, and updates external AI agent skills and GitHub-tracked software across multiple CLI and IDE environments.
Run a second round on a contested question by circulating each subagent's independent proposal to the other authors and asking for…
Use to sequence a manuscript across venues — which cross-journal toolkit skill to invoke next, from picking a target journal through…
Use after a rejection, or when switching target journals, to turn a manuscript framed for one venue into one framed for another.
Drafts structured point-by-point response letters and coordinates manuscript revisions for Finance & Trade Economics (《财贸经济》) peer reviews.
Use when a Culture Index profile needs comparison with role requirements, team composition, and manager profile for hiring.
Clean up, prune, and consolidate the lessons and memories stores — archive lessons that were never used, merge duplicates that say the…
Automate Currents API tasks via Rube MCP (Composio).
When the user must decide whether to build something bespoke for one customer, generalise it, work around it, or say no — priced on the…
Optimize resumes and CVs for impact, ATS compatibility, and audience targeting.
Weekly planning ritual. Reviews last week's progress, upcoming work, and flags blockers across the active milestone.
Set up or repair self-hosted Cyrus end-to-end, including prerequisites, Claude authentication, webhook exposure, integrations, repository…
Fetches articles from 92 Karpathy-curated RSS feeds, scores them with an LLM, selects the top 3, and delivers a formatted digest to…
Generate the daily executive digest \u2014 a single WhatsApp summary\
Manages issue-based daily logs and agent session handoffs by passing precise source addresses instead of re-summarizing context.
Prepare briefings for today's meetings \u2014 attendee research, email\
Run one job-search sweep: mailbox, LinkedIn, sourcing, state updates, dashboard, and a summary to the coordinator queue.