ragleap SKILL.md skillA
ragleap from antonyrag/ragleap-core is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add antonyrag/ragleap-core/ragleap@git:20261009.39672bcPins git:20261009.39672bc in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- antonyrag/ragleap-core
- Path
skills/ragleap/SKILL.md- Versions recorded
- 1
- Latest version
- git:20261009.39672bc, committed Oct 9, 2026
- Size
- 1,846 bytes
- Repository stars
- 19
- License
- MIT
Ask a RagLeap Core server you already run questions grounded in the documents it has ingested, and list its AI employee roles. Use when the user wants answers from their own RagLeap knowledge base or mentions RagLeap.
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
# RagLeap RagLeap Core is a self-hosted RAG platform with ready-made AI employee roles. This skill is a small read-only client for a RagLeap server the user already runs. It does not install or start anything. ## Setup (once, by the user) Set these in the environment of the shell the agent runs in: - `RAGLEAP_URL`: the server's address. If unset, it defaults to port 8000 on this machine. - `RAGLEAP_API_KEY`: the server's API key, if it has one. Set it in the environment only. Never paste it into the chat or into a shell line. The key is sent only over https, or over plain http to this machine. ## Usage Run the bundled script `scripts/ragleap_client.py` (in this skill's folder) with python3: - `health` checks that the server answers. It needs no key. - `employees` lists the AI employee roles. Add `--active-only` to hide switched-off ones. - `ask "your question"` answers from the documents the server has ingested and prints the sources. Optional: `--role ROLE` to ask as one employee role, `--top-k N` (1 to 20) for how many passages to use, `--json` for machine-readable output. ## Rules - Read-only: this skill never uploads, edits or deletes anything on the server. …
Read the whole file at its exact version.
How to install
mdr add antonyrag/ragleap-core/ragleap@sha256:0e92d5302d361b1fThe line at the top of this page pins the label git:20261009.39672bc, 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_hn7jnefge6kvjlce)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Oct 9, 2026.
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 (1846 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
antonyrag/ragleap-core · 19 stars · license MIT · pushed 2026-10-25 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_hn7jnefge6kvjlce GET https://markdownregistry.com/api/v1/resolve?ref=antonyrag/ragleap-core/ragleap GET https://markdownregistry.com/api/v1/blob/0e92d5302d361b1f7dbcb7b758595eea4d8d10e034bb029c397b6e24f66250e1
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.