yogsoth-ai/de-anthropocentric-research-engine · paper-reading/skills/third-pass-deep-read/SKILL.md

third-pass-deep-read skillA

third-pass-deep-read is agent-read markdown (skill) from yogsoth-ai/de-anthropocentric-research-engine: Keshav's third pass — the heaviest of the three, a full sentence-by-sentence re-read including proofs/derivations, attempting a virtual re-implementation of the paper to surface implicit assumptions and concrete improvement points. Use this after second-pass-grasp, as the terminal step of the Keshav three-pass method, whenever genuine mastery of a paper (not just a summary) is needed. This is not a skippable recap — treat "nothing new to add" as suspicious, not a default outcome..

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

How to install

Latest version
mdr add yogsoth-ai/de-anthropocentric-research-engine/third-pass-deep-read@v1.0.0
Exact content
mdr add yogsoth-ai/de-anthropocentric-research-engine/third-pass-deep-read@sha256:ff01f3df46312bb4

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_pqwmrr66b57hrep3.svg)](https://markdownregistry.com/a/art_pqwmrr66b57hrep3)

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Versions

versioncommittedcommitsizeaudit
v1.0.0 latest2026-09-16 f5399c9 2,255 BA view · diff
v1.0.02026-08-08 9e46efa 2,228 BA view · diff
git:20260808.b610faa2026-08-08 b610faa 2,179 BA view · diff
git:20260807.e01509f2026-08-07 e01509f 2,099 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (2255 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

yogsoth-ai/de-anthropocentric-research-engine · 482 stars · license Apache-2.0 · pushed 2026-09-17 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_pqwmrr66b57hrep3
GET https://markdownregistry.com/api/v1/resolve?ref=yogsoth-ai/de-anthropocentric-research-engine/third-pass-deep-read
GET https://markdownregistry.com/api/v1/blob/ff01f3df46312bb4e939ffd8f84757aef7b0b0f9fa7032df58a07fafde5c1d88