Use when designing or auditing the evaluation of a SOSP paper — mapping every claim to an experiment, choosing baselines a systems PC will…
Use when deciding whether a systems project is SOSP-shaped — a built and measured artifact embodying an extractable principle in operating…
Use when drafting or revising SOSP prose — leading with a design principle rather than a feature list, building the intro's…
Design a source evaluation protocol using lateral reading and credibility checks for digital information.
Evaluate source quality, build annotated bibliographies, and maintain curated reference collections.
Synthesize multiple documents into a traceable brief, report, comparison, or decision memo when claims must remain faithful to supplied or…
Ground version-sensitive external claims and implementation choices in authoritative evidence.
Merge multiple documentation sources (docs, GitHub, PDF) with conflict detection.
Cross-validates research facts and evaluates source credibility before content creation to ensure factual accuracy.
Use when citing authority in a Harvard Law Review (HLR) piece — pinpoint citations, the authority hierarchy, and The Bluebook (which HLR…
Use when building and formatting the citation apparatus for a The Yale Law Journal (YLJ) piece — pinpoint cites, Bluebook form, and source…
Optimizes economics manuscripts for submission to the South China Journal of Economics (《南方经济》) using CSSCI standards.
Documentation templates and structure guidelines.
Manages spaced repetition review sessions and calculates recall intervals to ensure long-term knowledge retention.
Run an interactive typed conversation session simulating spoken practice — free-flowing dialogue, role-plays, and opinion questions…
Check that a spec has need, scope, impacts, tests, assumptions, open questions and links to relevant corpus files.
Turn a raw need into a spec package grounded in corpus facts and explicit assumptions.
Analyze codebase with 4 parallel mapper agents via CSV wave pipeline.
Write a spec as a linked knowledge base of atomic notes — entities, scenarios, ADRs with supersession tracking, status separation, layers…
Draft and refine the Specific Aims page (NIH) or project overview/objectives (NSF, DoD, foundations) of a research grant.
Use this skill to audit and edit product, interface, landing-page, documentation, portfolio, case-study, or product-narrative copy for…