geode-eval SKILL.md skillA
geode-eval from mangowhoiscloud/geode is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add mangowhoiscloud/geode/geode-eval@git:20261101.afbafb2Pins git:20261101.afbafb2 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- mangowhoiscloud/geode
- Path
.agents/skills/geode-eval/SKILL.md- Versions recorded
- 7
- Latest version
- git:20261101.afbafb2, committed Nov 1, 2026
- First version recorded
- Aug 12, 2026
- Size
- 10,726 bytes
- Repository stars
- 15
- License
- Apache-2.0
Scope, preregister, execute, audit, normalize, and publish GEODE evaluations with research-question, reproduction, attempt-lineage, trajectory, verifier-receipt, and immutable artifact contracts. Use for benchmark runs or comparisons, eval-artifact and cache-accounting audits, GPT or subscription result normalization, research question or hypothesis framing, retry diagnosis, trajectory publication, DPO or reward-data readiness reviews, and requests involving MCPMark, tau2, BFCL, Agent-World…
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# GEODE Evaluation Preserve the question, evidence, and judgement as separate authorities. Reuse the existing native result, trajectory, verifier receipt, and release formats; do not create a second copy of raw evidence. ## Preserve v1 and derive learning views Read the packaged schemas before proposing new storage. `geode.trajectory@1` is an immutable normalized view over existing execution evidence; it already carries event, session, turn, and call identity, recomputed scope and replay integrity, and digest references to external evidence. Do not create a unified raw-log store or retrofit new fields into v1. When a downstream episode, attempt, or decision join needs identity or replay preconditions that v1 cannot express, add a new schema version with an explicit migration and admission rule. The v1 `outcome` object is permissive, so preserve any reward or outcome summary already present in an immutable artifact without treating it as label authority. For new learning views, keep reward, preference, process, and verifier labels out of the raw trajectory. Store them as digest-bound derived label or analysis artifacts with target identity, evaluator identity and …
Read the whole file at its exact version.
How to install
mdr add mangowhoiscloud/geode/geode-eval@sha256:891b8241df2a9e1cThe line at the top of this page pins the label git:20261101.afbafb2, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_ax7zh4lfujylsffu)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 7 versions of this file, between Aug 12, 2026 and Nov 1, 2026, about one every 14 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261101.afbafb2 latest | 2026-11-01 | afbafb2 | 10,726 B | A | view · diff |
| git:20260929.f6182f2 | 2026-09-29 | f6182f2 | 10,727 B | A | view · diff |
| git:20260920.58b7c86 | 2026-09-20 | 58b7c86 | 10,439 B | A | view · diff |
| git:20260907.4175e1e | 2026-09-07 | 4175e1e | 9,999 B | A | view · diff |
| git:20260825.e995287 | 2026-08-25 | e995287 | 9,555 B | A | view · diff |
| git:20260820.4834d09 | 2026-08-20 | 4834d09 | 8,319 B | A | view · diff |
| git:20260812.249cd16 | 2026-08-12 | 249cd16 | 7,857 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (10726 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
mangowhoiscloud/geode · 15 stars · license Apache-2.0 · pushed 2026-11-02 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_ax7zh4lfujylsffu GET https://markdownregistry.com/api/v1/resolve?ref=mangowhoiscloud/geode/geode-eval GET https://markdownregistry.com/api/v1/blob/891b8241df2a9e1c96cca19d358ad7cfb2dd043868be04e4e607b9715e8cc7a3
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.