Trim a user-specified proportion of removable whitespace from PDF pages while preserving the document page aspect ratio and enforcing one common output crop size across all pages. Use for PDFs with oversized margins, uneven whitespace, scanned or generated…
Revise existing technical writing into clear, audience-facing prose while preserving evidence, technical meaning, uncertainty, and scope, including planned multi-agent section or issue-cluster revision for substantial artifacts when workers are available. Use…
Coordinate research as either a standalone staged planning pass or a durable orchestrated multi-skill workflow with shared artifacts, explicit work items, paper-level commitment, verifier-backed transitions, checkpoints, replay, observability, stage gates,…
Run a stringent, adversarial novelty review over a concrete research idea, method, protocol, artifact, or claimed finding. Use when asked to assess novelty, position a paper or project, build a prior-art matrix, decide whether something is incremental, or…
Turn supported claims and evidence into a research paper plan that works either as a standalone manuscript-structuring pass or as the paper stage inside a coordinated research workflow. Use when asked to outline a paper, map claims to evidence, bind audited…
Run or audit literature discovery and evidence synthesis with explicit review profiles, high-recall discovery, seed and challenge-set testing, citation searching, corpus freezing, PRISMA 2020 core accounting, evidence extraction, confidence grading, and…
Audit ML/statistics experiment outputs for validity, confounds, statistical support, calibration, and mismatch between measured results and claimed conclusions. Use when asked to interpret results, sanity-check benchmarks, review ablations, assess robustness…
Convert a concrete research claim into a tracked, decisive experiment plan that works either as a standalone planning artifact or as the experiment stage inside a coordinated research workflow. Use when asked to design experiments, define baselines or…