keshav-three-passlisted
Install: claude install-skill yogsoth-ai/paper-reading
# Keshav Three-Pass
Read one paper in three passes of increasing depth. The outputs accumulate as
prose rather than fixed fields; use a different tactic when cross-paper
alignment matters more than understanding.
## Orchestration Pattern
1. Call `paper-fetch` with `paper_ref`. Stop on `not_found`. Create
`context/papers/<dir>/keshav-three-pass/` on success.
2. Call `first-pass-skim` with `source_path` and `meta_path`. Write
`01-first-pass-skim.md`, recording `read_deeper` in frontmatter.
3. If `read_deeper` is false, stop by default. Continue only on explicit
caller override and record `gate_overridden: true`.
4. Call `second-pass-grasp` with the paths and `skim_notes`; write
`02-second-pass-grasp.md`.
5. Call `third-pass-deep-read` with the paths and `grasp_summary`; write
`03-third-pass-deep-read.md`.
Do not collapse pass 3 into a recap of pass 2. It must surface implicit
assumptions, virtual re-implementation mismatches, and concrete improvements.
## Output Layout
```text
context/papers/<timestamp>-<title-slug>/
source.md
source.meta.json
keshav-three-pass/
01-first-pass-skim.md
02-second-pass-grasp.md
03-third-pass-deep-read.md
```
Each output carries `sop`, `tactic`, and `written_at` frontmatter. Report the
gate outcome, core claim, most consequential implicit assumption, unresolved
flags, and all output paths.