Stage 3. Download
Fetch PDFs for every paper labelled `include` or `maybe` in the triage output. Record successes and failures. Do not read the PDFs.
Explore
138,891 skills indexed with the new KISS metadata standard.
Fetch PDFs for every paper labelled `include` or `maybe` in the triage output. Record successes and failures. Do not read the PDFs.
Read titles and abstracts from the raw candidate list and classify each paper as include, exclude, or maybe. Assign a paper_id to every included and maybe-paper.
Execute the documented search protocol against three open APIs, capture every result, and write a deduplicated candidate list. Produce no judgments at this stage. Triage happens at stage two.
claude skill
claude skill
claude skill
claude skill
claude skill
**Purpose:** This file contains the individual micro-workers (nodes) that execute the cognitive and physical tasks of the research syndicate. Each function represents an isolated capability within the LangGraph workflow.
Synthesizes a multi-persona debate transcript into a final recommendation, with consensus, contested points, dissents, risks, and confidence. Reads pre-bucketed claims from disk. Invoked exclusively by the /debate orchestrator — do not call directly.
Plays a single named persona in a structured multi-round debate. Stays rigidly in character, takes a strong stance, cites specifics, and never hedges. Invoked exclusively by the /debate orchestrator — do not call directly.
Resume an interrupted or paused ebook generation pipeline.
Generate a complete ebook from the given topic.
make sure she understands what and how as well. understanding the problem well is imperative.
and to not reveal the answer until after the questions are submitted). show her code or have her use the debugger if necessary!
proactively have her restate her understanding first. then help her fill in the gaps from there—she might ask you questions or ask to eli5
why the problem existed
ask me for ONLY those — once
cheat sheet
cases
and keep updated
tight bullets
recovery
when to move on