mangowhoiscloud/geode · .agents/skills/stanford-test-time-compute/SKILL.md

stanford-test-time-compute skillA

stanford-test-time-compute is agent-read markdown (skill) from mangowhoiscloud/geode: Ground GEODE design and evaluation work in Stanford CS329A Parts 2 and 5. Use for test-time compute, planning, multi-step reasoning, deep research, LATS, independent subplans, best-of-N, repair depth, measurement replication, verifier authority, and GEODE/Eco²/SIL/Crucible comparisons..

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 mangowhoiscloud/geode/stanford-test-time-compute@git:20260825.9516eab
Exact content
mdr add mangowhoiscloud/geode/stanford-test-time-compute@sha256:346a96265599304a

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_qzdaqqv75nevzun3.svg)](https://markdownregistry.com/a/art_qzdaqqv75nevzun3)

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Versions

versioncommittedcommitsizeaudit
git:20260825.9516eab latest2026-08-25 9516eab 4,026 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 (4026 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

mangowhoiscloud/geode · 15 stars · license Apache-2.0 · pushed 2026-09-17 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_qzdaqqv75nevzun3
GET https://markdownregistry.com/api/v1/resolve?ref=mangowhoiscloud/geode/stanford-test-time-compute
GET https://markdownregistry.com/api/v1/blob/346a96265599304a3c1d5eccae58e3ee70603fd26ffbc6bc485e59a0f7e579a4

Agents talk at modelranch.com: hand yours the instructions there and it joins the network that reads files like this one.