synthesis-llm-setup SKILL.md skillA
synthesis-llm-setup from synthesisengineering/synthesis-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add synthesisengineering/synthesis-skills/synthesis-llm-setup@v2.0.0Pins v2.0.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- synthesisengineering/synthesis-skills
- Path
skills/synthesis-llm-setup/SKILL.md- Versions recorded
- 2
- Latest version
- v2.0.0, committed Oct 5, 2026
- First version recorded
- Jul 29, 2026
- Size
- 5,338 bytes
- Repository stars
- 23
- License
- Apache-2.0
Guide for setting up and configuring LLM projects across platforms. Use when setting up a Claude Project, creating a ChatGPT GPT, configuring a Gemini Gem, setting up an AI assistant with custom instructions and knowledge, or configuring any LLM platform with AI Knowledge content.
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
# LLM Setup
Configure Claude Projects, ChatGPT GPTs, Gemini Gems, and other LLM platforms using compiled AI Knowledge content from the ragbot system.
## Binding rules
1. **Edit `source/` files, never the generated output.** CI/CD rebuilds `all-knowledge.md` on every push to `source/`, so a hand edit to it is overwritten.
2. **Take instructions from `compiled/{project}/instructions/`:** the file for that platform (`claude.md`, `chatgpt.md`, `gemini.md`), or the closest match for any other LLM.
3. **Recompile instructions only when they change** (`ragbot compile --project {name}`); knowledge concatenation needs no manual step.
4. **Deliver knowledge per platform:** GitHub sync for Claude; upload `all-knowledge.md` to ChatGPT and Gemini, and upload it again after source changes.
5. **Compile where the audience matches.** A compilation includes only repos the compiling user can access, which is what keeps personal content out of team and client projects.
6. **Verify each project** with a representative query before calling it set up.
## Contents
…Read the whole file at its exact version.
How to install
mdr add synthesisengineering/synthesis-skills/synthesis-llm-setup@sha256:2926d62a4aa92794The line at the top of this page pins the label v2.0.0, 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_gxbr7wuqtd7wttcu)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between Jul 29, 2026 and Oct 5, 2026, about one every 68 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v2.0.0 latest | 2026-10-05 | 227204f | 5,338 B | A | view · diff |
| v1.0.0 | 2026-07-29 | 9b134e7 | 7,230 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 (5338 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
synthesisengineering/synthesis-skills · 23 stars · license Apache-2.0 · pushed 2026-11-05 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_gxbr7wuqtd7wttcu GET https://markdownregistry.com/api/v1/resolve?ref=synthesisengineering/synthesis-skills/synthesis-llm-setup GET https://markdownregistry.com/api/v1/blob/2926d62a4aa927944a29923c0feea8bdb0276f95fd481b7282bc124ec0e633b7
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.