The framing phase of an inception session: finds the real problem before any solution, establishing the purpose, the background, and the…
The structuring phase of an inception session: clusters divergent material into an issue tree, wires dependencies, and assigns each open…
Estimate and file India advance tax for salaried investors.
Set up persistent cross-session project documentation (CLAUDE.md plus docs/PLAN, STATUS, CHANGELOG, DECISIONS, RUNBOOKS) so future Claude…
Use when ATS doc exists (or auto-skipped) but feature-list.json not yet created - scaffold project artifacts and populate features from…
Identify high-impact innovative additions to the current app or plan.
Draft the Innovation section of a research grant — what is new and why the novelty matters.
Automatic agent selection and intelligent task routing.
Use when clarifying requirements for a feature ticket.
Editorial rules for an investigation, defect, or findings report — what earns a place in it, how each finding reads, when a diagram beats…
Use when drafting an IPSN-lineage rebuttal, covering the double-blind response to sensor-systems reviewers on ground truth, baseline…
Use when auditing an IPSN-lineage submission for HotCRP readiness, covering the IP-vs-SPOTS track choice, the ACM Primary Article Template…
Install and operate a full GitHub issue-to-merge workflow in IronClaw using event-driven and cron routines.
Use when responding to IROS reviews given the traditional no-rebuttal model — pre-answering objections in the paper and video before…
Use when ISCA reviews arrive and the rebuttal-plus-revision window opens — triaging objections by what a three-week window can actually…
Use when converting an accepted ISCA paper into its published form — de-anonymizing authors, acknowledgments, and artifact links…
Generate a Product Requirements Document (PRD) for a new feature.
Create, modify, diagnose, build, package, install, and verify the IslandNotes/岛记 macOS camera-notch hover utility.
Use when drafting an ISSTA author response for the rebuttal window or planning a Major-Revision resubmission, covering evidence-anchored…
Decompose a planning document (plan.md, a spec, or a GitHub issue) into incremental, independently-shippable "tracer bullet" phases, write…
Elite IT Management Advisor specializing in data-driven strategy, executive communication, and human-centric leadership for the 2026…