Achieve certain comprehension after AI work.
Portable OKF knowledge bundle for coding-agent memory and LLM wikis — start a wiki, ingest a source, query project knowledge with…
Build an Obsidian-compatible knowledge base from public web sources using the TinyFish CLI.
Lint and health-check the knowledge base.
Ingest a source (URL, file, or freeform note) into the knowledge base.
Use ONLY for code review and test write/review guidance in `packages/agent-core-v2` (the DI × Scope agent engine).
Use when working with KDB-X Python for Python-to-q data conversion, querying tables with Column API, IPC connections, DB management, or…
Use when drafting KDD rebuttals on OpenReview, where authors answer each review under a no-hyperlink rule, cannot upload revisions, and…
Use when preparing an accepted KDD paper for ACM proceedings, covering the 12-page proceedings budget with 9 content pages, the extra…
Use when designing or auditing the empirical section of a KDD paper, where evidence combines quality deltas with scalability and…
Use when positioning a KDD submission against the data-mining lineage (prior KDD volumes, ICDM, SDM, WSDM, CIKM, WWW) and the ML…
Use when hardening the reproducibility story of a KDD paper, where reproducibility is an explicit decision factor for area chairs.
Use when reasoning about how KDD papers get judged in its dual-cycle OpenReview process: per-review rebuttal, area-chair recommendations…
Use when splitting a KDD paper across its 8 content pages, the optional appendix after the references, and the cited repository, under the…
Use when planning a KDD project calendar across the venue's two submission cycles per year, including cycle choice, abstract-then-paper…
Use when revising a KDD paper into the venue's register, where the first page names a data regime, a mechanism, and scale evidence…
Orchestrate the full Amazon KDP publishing workflow: audit, listing craft, manuscript prep, cover generation, dashboard submission…
Every KDP Niche Finder bucket as a local research database — rank niches across buckets Trigger phrases: `find a kdp niche`, `rank kdp…
Expert Keboola Python component developer for ongoing development work — implementing features, extending extractors/writers/applications…
Automate Keen IO tasks via Rube MCP (Composio).
Keep a Changelog format guidelines and entry writing best practices.