General
PromptBeginner5 minmarkdown
node_modules
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Showing 24 of 115,922Categories: Research & Learning, General
General
PromptBeginner5 minmarkdown
Status Report
Show current workspace status and pending tasks.
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General
PromptBeginner5 minmarkdown
New Research Task
Start a new research task on the specified topic.
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General
PromptBeginner5 minmarkdown
Archive Document
Move a document to the archive folder.
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General
PromptBeginner5 minmarkdown
Stage 7. Positioning
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.
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General
PromptBeginner5 minmarkdown
Stage 6. Quality Filter
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 pass all indicators.
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General
PromptBeginner5 minmarkdown
Stage 5. Synthesis
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 stage six to assess.
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General
PromptBeginner5 minmarkdown
Stage 4. Deep Read
Read every downloaded paper and produce one structured note per paper. The notes are the only artifact synthesis at stage five will read.
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General
PromptBeginner5 minmarkdown
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.
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General
PromptBeginner5 minmarkdown
Stage 2. Triage
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.
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General
PromptBeginner5 minmarkdown
Stage 1. Search
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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General
PromptBeginner5 minmarkdown
Test Engineer
claude skill
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General
PromptBeginner5 minmarkdown
Product Owner
claude skill
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General
PromptBeginner5 minmarkdown
DevOps Engineer
claude skill
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General
PromptBeginner5 minmarkdown
Developer
claude skill
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General
PromptBeginner5 minmarkdown
Designer
claude skill
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General
PromptBeginner5 minmarkdown
🤖 Agent Logic & Node Execution (`agent.py`)
**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.
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General
PromptBeginner5 minmarkdown
debate-synthesizer
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.
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General
PromptBeginner5 minmarkdown
debate-persona
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.
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General
PromptBeginner5 minmarkdown
Resume Pipeline
Resume an interrupted or paused ebook generation pipeline.
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General
PromptBeginner5 minmarkdown
Generate Ebook
Generate a complete ebook from the given topic.
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General
PromptBeginner5 minmarkdownQuality: 31
make sure she understands why (and drill down into more whys)
make sure she understands what and how as well. understanding the problem well is imperative.
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General
PromptBeginner5 minmarkdownQuality: 31
to get a sense of where she's at
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
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General
PromptBeginner5 minmarkdownQuality: 31
keep a running md doc with a checklist of things the human should understand. make sure she understands 1) the problem
why the problem existed
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