Scan to join WeChat grouppersonTashanworldAPI key: unconfirmed
hypothesis-evolve-inspiration
Generate exactly one cross-parent child hypothesis by transferring a useful principle from one parent context into another.
download0deployed_code—star0
Skill Directory
AI Skill Directory
Browse curated skills with source links, package snapshots, README assets and install signals in one calm, searchable catalog.
personTashanworldAPI key: unconfirmed
hypothesis-full-review
Run the full literature-grounded review for a hypothesis.
download0deployed_code—star0
personTashanworldAPI key: unconfirmed
hypothesis-generate-literature
Generate exactly one literature-grounded hypothesis candidate for the active round.
download0deployed_code—star0
personTashanworldAPI key: unconfirmed
hypothesis-observation-review
Evaluate a hypothesis against prior observations.
download0deployed_code—star0
personTashanworldAPI key: unconfirmed
hypothesis-ranked-tournament
Judge one ranked-tournament matchup between two top frontier hypotheses.
download0deployed_code—star0
personTashanworldAPI key: unconfirmed
hypothesis-review-summary
Summarize the completed reviews for a hypothesis.
download0deployed_code—star0
personTashanworldAPI key: unconfirmed
insights-from-reviews
Extract recurring critique patterns from the completed review of a hypothesis.
download0deployed_code—star0
personTashanworldAPI key: unconfirmed
literature-review
Conduct comprehensive, systematic literature reviews using multiple academic databases (PubMed, arXiv, bioRxiv, Semantic Scholar, etc.). This skill should be used when conducting systematic literature…
download0deployed_code—star0
personTashanworldAPI key: unconfirmed
hypothesis-evolve-out-of-box
Generate exactly one divergent but still testable child hypothesis that challenges the shared assumptions of the parent set.
download0deployed_code—star0
personTashanworldAPI key: unconfirmed
hypothesis-generate-assumptions
Generate exactly one hypothesis candidate by enumerating and combining testable assumptions.
download0deployed_code—star0
personTashanworldAPI key: unconfirmed
hypothesis-generation
Structured hypothesis formulation from observations. Use when you have experimental observations or data and need to formulate testable hypotheses with predictions, propose mechanisms, and design expe…
download0deployed_code—star0
personTashanworldAPI key: unconfirmed
hypothesis-placement-tournament
Judge one placement-tournament matchup between a candidate hypothesis and one opponent.
download0deployed_code—star0
personTashanworldAPI key: unconfirmed
hypothesis-ranking-pipeline
Update ranking artifacts for one reviewed hypothesis using canonical placement-opponent selection, ranked-frontier selection, tournament judgments, and Elo updates.
download0deployed_code—star0
personTashanworldAPI key: unconfirmed
hypothesis-simulation-review
Simulate the hypothesis mechanism and identify failure scenarios.
download0deployed_code—star0
personTashanworldAPI key: unconfirmed
island-select
Select the next island strategy and parent hypothesis set for one evolution round.
download0deployed_code—star0
personTashanworldAPI key: unconfirmed
llm-wiki
Karpathy's LLM Wiki — build and maintain a persistent, interlinked markdown knowledge base. Ingest sources, query compiled knowledge, and lint for consistency.
download0deployed_code—star0
personTashanworldAPI key: unconfirmed
hypothesis-evolve-simplification
Generate exactly one child hypothesis that preserves the core idea while reducing unnecessary complexity.
download0deployed_code—star0
personTashanworldAPI key: unconfirmed
hypothesis-generate-debate
Generate exactly one hypothesis candidate through a structured scientific debate.
download0deployed_code—star0
personTashanworldAPI key: unconfirmed
hypothesis-initial-review
Run the initial review gate for a hypothesis.
download0deployed_code—star0
personTashanworldAPI key: unconfirmed
hypothesis-proximity-update
Update hypothesis proximity state by invoking the canonical embedding bridge for one hypothesis.
download0deployed_code—star0
personTashanworldAPI key: unconfirmed
hypothesis-review-pipeline
Run the decomposed review pipeline for a single hypothesis and persist each review stage as a structured artifact.
download0deployed_code—star0
personTashanworldAPI key: unconfirmed
imaging-data-commons
Query and download NCI Imaging Data Commons (IDC) cancer radiology and pathology datasets via the idc-index Python client. No authentication required: the parquet index ships inside the pip wheel, SQL…
download0deployed_code—star0
personTashanworldAPI key: unconfirmed
langsmith-observability
LLM observability platform for tracing, evaluation, and monitoring. Use when debugging LLM applications, evaluating model outputs against datasets, monitoring production systems, or building systemati…
download0deployed_code—star0
personTashanworldAPI key: unconfirmed
ml-paper-writing
Write publication-ready ML/AI/Systems papers for NeurIPS, ICML, ICLR, ACL, AAAI, COLM, OSDI, NSDI, ASPLOS, SOSP. Use when drafting papers from research repos, structuring arguments, verifying citation…
download0deployed_code—star0