Orchestrates the end-to-end academic publishing lifecycle for submissions to Scientia Sinica Informationis from topic selection to…
Evaluate whether a specific scientific claim or scientific-validity objection is supported by controlling derivation, data, code, figure…
Use only when the current deliverable is holistic, prioritized, multi-lens critique of audience-facing scientific communication or…
Analyzes git diffs against a stated intent to detect scope creep, unrelated files, broad pull requests, changes that grew beyond a fix…
Load at the start of any build, fix, refactor, or "make it better" request, and again before every follow-up iteration on work already…
Use ONLY when delegated by pr-review to review PR-caused cohesion, coupling, and module-boundary problems.
Use before any writing — as the first gate — to stress-test whether a result fits PNAS Nexus — high-quality, broadly significant…
Use before any writing to stress-test whether a result clears Science's (AAAS) desk-reject filter — broad significance and general…
Splits working tree changes into atomic, semantic Git commits with standardized scope-focused messages.
Pull structured data off a web page. Use when you say scrape, extract, what is on this URL, or pull the table. Read-only.
Fetches a LinkedIn profile via ScrapingDog API and displays a formatted summary (name, role, location, followers, about, experience…
Extract structured data from web content using the Scrapfly Extraction API with the Python SDK
Extract the JSDoc example nearest the active source selection or cursor into ./scratchpad as a TypeScript file.
Compaction-resilient session notepad. Save working context that survives long conversations. Three tiers — pinned (always loaded), working…
Parse a user-uploaded resume into a source-grounded candidate profile, screen complementary job sources including the two configured…
Polish raw screenshots into LP-ready heroes.
Use the unprimed sub agent as a second set of eyes before accepting visual work — MANDATORY before declaring any user-reported visual bug…
Take web page screenshots by URL using shot-scraper (Playwright)
Capture before/after screenshot comparisons locally with Playwright MCP and git branch switching.
Apply to multi-step work (sweeps, migrations, runs of similar edits) and to how you stack commits and PRs.
Build award-winning scroll-animated websites end to end.