research-harness SKILL.md skillA
research-harness from roboparty/labweft is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add roboparty/labweft/research-harness@v0.1.0Pins v0.1.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- roboparty/labweft
- Path
research_harness/skill/research-harness/SKILL.md- Versions recorded
- 5
- Latest version
- v0.1.0, committed Oct 13, 2026
- First version recorded
- Sep 28, 2026
- Size
- 15,459 bytes
- Repository stars
- 5
- License
- MIT
Use LabWeft to organize an existing research project in one conversation: read code and experiment outputs, map questions and ablation cells, link runs and evidence, preserve scoped historical decisions, check redundant experiment proposals, and update a local interactive research map. Use for project整理、科研记录、ablation对比、历史结论复用、实验规划 and research maps. Not authorization to launch training, rewrite research code, or upload data.
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
# LabWeft The user should have ONE conversation with their existing agent. You are the controller. Do not ask them to open planning, analysis, visualization, or memory agents. Do not automatically spawn subagents. Use deterministic CLI tools for facts, arithmetic, transactions, validation and visualization; use your reasoning for research interpretation. Multiple internal tool calls are expected. This is not a promise of one model API call or flawless interpretation of any repository. ## Entry point For an explicit request to run automatic research with Shinka, read [the optional backend protocol](references/AUTORESEARCH.md). Ordinary project organization remains read-only. Existing authorization for model/compute scope applies across iterations; backend preparation alone is not execution permission. Use `labweft` if installed, or the exact command prefix in [LOCAL_COMMAND.md](references/LOCAL_COMMAND.md) when present. A cloned repository can run `python /absolute/path/to/labweft.py` without pip installation. The commands below use legacy `rh` as shorthand for that same CLI. Quote all paths. For a large, remote (NAS/SSH) or custom-format project, investigate it first with …
Read the whole file at its exact version.
How to install
mdr add roboparty/labweft/research-harness@sha256:7c1aaa3d6b98fa2bThe line at the top of this page pins the label v0.1.0, 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_gunbrb267to4ttk4)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Sep 28, 2026 and Oct 13, 2026, about one every 4 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v0.1.0 latest | 2026-10-13 | 19a7298 | 15,459 B | A | view · diff |
| v0.1.0 | 2026-10-02 | 9f08f86 | 14,864 B | A | view · diff |
| v0.1.0 | 2026-10-01 | ae22ce4 | 13,812 B | A | view · diff |
| v0.1.0 | 2026-10-01 | a453885 | 13,132 B | A | view · diff |
| v0.1.0 | 2026-09-28 | 4f0ba1a | 12,824 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 (15459 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
roboparty/labweft · 5 stars · license MIT · pushed 2026-11-06 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_gunbrb267to4ttk4 GET https://markdownregistry.com/api/v1/resolve?ref=roboparty/labweft/research-harness GET https://markdownregistry.com/api/v1/blob/7c1aaa3d6b98fa2bef5ad918d4d6a9ea81b0e4a27e99a187ec90145df1855000
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.