Reference for writing effective agent prompts, sub-agent dispatch prompts, session-starter prompts, and session-continuation prompts.
Use when shaping prose, length, and formatting for a The Journal of Politics (JOP) manuscript.
Use when drafting or polishing a World Politics manuscript so it reads across cases, follows the World Politics house style, and fits the…
Use when asked to write user stories, define requirements, break a feature into stories, or draft product/feature issues - produces…
Use when preparing a WSDM camera-ready after acceptance - de-anonymization order, ACM rights and TAPS production into the Digital Library…
Use when planning the calendar for a WSDM submission - the single annual cycle from August abstract and paper deadlines through October…
Build comprehensive 3-5 year financial models with revenue projections, cost structures, cash flow analysis, and scenario planning for…
Fact-check and evaluate X posts, GitHub repos, trading bots, Polymarket/Kalshi/crypto/AI automation claims, side-income ideas, bounty…
Turn a goal into an approved, phased implementation plan where every phase ends at a real test checkpoint.
Implements Manus-style file-based planning for complex tasks.
Prepare evidence-bounded, constructive peer-review drafts and structured manuscript assessments.
Use for 小北在读研 / XiaoBei academic paper-to-PPT workflows: generate thesis-defense or project-report decks from uploaded papers, literature…
Check Compound Engineering health and repo-local config.
Create structured plans for multi-step work, including software and non-software tasks.
Review requirements, plans, or specs with role-specific lenses.
Generate and evaluate grounded ideas. Use when the user asks for ideas, improvements, surprising options, or AI-generated directions…
Commit, push, and open a PR. Use when asked to ship/open a PR, or for PR-description-only flows like writing, rewriting, or describing a…
Run the full autonomous shipping pipeline end-to-end, hands-off with no check-ins: plan, implement, review and fix, commit, push a branch…
Use when the user asks to compare, diff, or find differences between two Excel spreadsheets or sheets within a spreadsheet.
Modify cells in Excel (.xlsx) files using xlset.
Market research, competitive analysis, user research, and project charter authoring for concept phase.