frontier-harness-research SKILL.md skillA
frontier-harness-research 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/frontier-harness-research@git:20260925.c2ce538Pins git:20260925.c2ce538 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/frontier-harness-research/SKILL.md- Versions recorded
- 3
- Latest version
- git:20260925.c2ce538, committed Sep 25, 2026
- First version recorded
- Aug 25, 2026
- Size
- 11,589 bytes
- Repository stars
- 15
- License
- Apache-2.0
Research process for comparing frontier harnesses (Claude Code, Codex, OpenClaw, autoresearch, Prime Agent) with the original/upstream implementation and performing GAP analysis before feature implementation. Triggered by "research" ("리서치"), "gap", "frontier", "harness", "case study" ("사례 조사"), "pattern exploration" ("패턴 탐색"), "comparative analysis" ("비교 분석") keywords.
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
# Frontier Harness Research — Comparative Research Process > **Purpose**: Before implementing a feature, compare relevant frontier harnesses and the original/upstream implementation, then establish design decision rationale for GEODE application. > **When to apply**: The user requests a comparison, or an external contract or > architectural choice needs evidence. Ordinary fixes using an established > local pattern do not require a multi-system survey. ## Research Sources | # | System | Type | Core Pattern Areas | GEODE Skill Reference | |---|--------|------|-------------------|----------------------| | 1 | **Claude Code** | CLI agent | Permission model, Hook, Memory, Skill, Context management, UI | current official documentation | | 2 | **Codex** | Coding agent | Sandbox execution, PR workflow, code review, multi-file editing | current official documentation and source | | 3 | **OpenClaw** | Chat agent | Gateway, Session Key, Binding, Lane Queue, Plugin, Failover, 4-tier automation | `openclaw-patterns` | | 4 | **autoresearch** | Autonomous experiment loop | Constraint-based design, ratchet, Context Budget, program.md, Simplicity Selection | `karpathy-patterns` | …
Read the whole file at its exact version.
How to install
mdr add mangowhoiscloud/geode/frontier-harness-research@sha256:cc4e670fffd536deThe line at the top of this page pins the label git:20260925.c2ce538, 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_l63sritharad5aiq)
6 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 3 versions of this file, between Aug 25, 2026 and Sep 25, 2026, about one every 16 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260925.c2ce538 latest | 2026-09-25 | c2ce538 | 11,589 B | A | view · diff |
| git:20260907.97cb78b | 2026-09-07 | 97cb78b | 9,656 B | A | view · diff |
| git:20260825.9516eab | 2026-08-25 | 9516eab | 9,370 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 (11589 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 2026-10-19 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_l63sritharad5aiq GET https://markdownregistry.com/api/v1/resolve?ref=mangowhoiscloud/geode/frontier-harness-research GET https://markdownregistry.com/api/v1/blob/cc4e670fffd536de23dfbe1b8f760fb6c9892501ce94acd9cff7505e2109ba40
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.