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125,390 skills indexed with the new KISS metadata standard.
standing commanding at the prow of a longship sailing through a dramatic Norwegian fjord. Emphasize rugged textures of fur and metal
make boyfriend on the side hugging make the boyfriend have a mod cut septum pericing tall and goatee mustache and make him emo
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Show current workspace status and pending tasks.
Start a new research task on the specified topic.
Move a document to the archive folder.
Produce the final two artifacts that make the thesis defensible. A one-page positioning statement against the strongest competitor papers, and a PRISMA flow diagram with the search numbers.
Apply the seven thesis quality indicators to every gap candidate from stage five. Produce a verdict per indicator and an overall verdict per candidate. Produce a ranked shortlist of candidates that pa...
Read every note in notes/ and produce a gap matrix that maps the literature against topic categories and method families. From the empty and sparse cells of the matrix, propose gap candidates for stag...
Read every downloaded paper and produce one structured note per paper. The notes are the only artifact synthesis at stage five will read.
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.
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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 Lan...
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 b...
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 —...