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authorsillylaird <sillyfanboy@gmail.com>2026-09-03 00:33:59 +0000
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+# Agent-First Import
+
+## When to use this workflow
+
+Use agent-first import when:
+- a repository already contains substantial project documents,
+- the user says the knowledge base lacks background,
+- multiple sources must be combined into a stable project summary,
+- the project needs a real overview instead of a folder skeleton.
+
+## Recommended source-reading order
+
+Read only the most informative sources first:
+
+1. `README.md` if it is meaningful
+2. `plan/` or `docs/` design notes
+3. `outputs/analysis/` reports and summaries
+4. `run/conf/` for task protocol and experimental assumptions
+5. `src/analysis_module/` or other orchestration code for analysis modes
+6. `TODO.md` or scratch notes only as supplemental context
+
+## What the agent should extract
+
+Ask the agent to produce these sections:
+1. project background and research goal
+2. core research questions
+3. current main experiment lines
+4. key results and conclusions
+5. codebase-to-knowledge-base mapping
+6. recommended durable notes to create or update
+7. top content for `00-Hub.md`
+
+## After the agent returns
+
+Do not paste the entire agent response into the vault.
+
+Instead:
+- convert the synthesis into durable notes,
+- keep one idea per note,
+- put high-level framing in `Knowledge/`,
+- put experiment logic in `Experiments/`,
+- put findings in `Results/`,
+- put literature-facing material in `Papers/`.
+
+## Anti-pattern
+
+Do not treat file paths as meaning.
+
+Examples of bad behavior:
+- mapping every `plan/*.md` file into a one-to-one note automatically,
+- generating empty notes because a folder exists,
+- creating new notes before understanding which sources matter.