reading-paperslisted

# Reading Papers ## Overview Three-pass study flow for academic papers, based on [Keshav's framework (2007)](https://doi.org/10.1145/1273445.1273458) with LLM assistance at each stage. Papers live as markdown in `private/papers/` (converted via [Marker](https://github.com/datalab-to/marker)). Each pass has a distinct goal, and the user must engage independently before the LLM deepens understanding. ## Workflow ```dot digraph reading_flow { "Read paper markdown" -> "Pass 1 gate"; "Pass 1 gate" -> "Suggest skimming first" [label="not skimmed yet"]; "Suggest skimming first" -> "Pass 1 gate" [label="user returns"]; "Pass 1 gate" -> "Pass 1: Orient" [label="user has skimmed"]; "Pass 1: Orient" -> "5 C's evaluation"; "5 C's evaluation" -> "Worth continuing?"; "Worth continuing?" -> "Done (file or discard)" [label="no"]; "Worth continuing?" -> "Pass 2 gate"; "Pass 2 gate" -> "Suggest careful reading" [label="not read yet"]; "Suggest careful reading" -> "Pass 2 gate" [label="user returns"]; "Pass 2 gate" -> "Pass 2: Comprehend" [label="user has read"]; "Pass 2: Comprehend" -> "Add callouts to paper"; "Add callouts to paper" -> "Deep dive needed?"; "Deep dive needed?" -> "Done (organize)" [label="no"]; "Deep dive needed?" -> "Pass 3 gate"; "Pass 3 gate" -> "Suggest re-reading with intent to reconstruct" [label="not ready"]; "Suggest re-reading with intent to reconstruct" -> "Pass 3 gate" [label="user returns"]; "Pass 3 gate" -> "Pass 3: Reconstr