ai-agent-md-architect
Skill0 starsChanged 6 months agoNo licenceView on GitHub
Generates or upgrades a CLAUDE.md (or AGENTS.md, .cursor/rules, .github/copilot-instructions.md) for any software project, optimized for token-efficient agent guidance. Centers the file on Project Invariants (load-bearing rules + reasons + blast radius) and a Recently Burned log (recent mistakes), instead of folder maps and setup commands the agent can infer itself. Trigger whenever Emmanuel says: \"create a CLAUDE.md\", \"write CLAUDE.md\", \"update my CLAUDE.md\", \"add to CLAUDE.md\", \"agent rules for this repo\", \"what should go in CLAUDE.md\", \"AGENTS.md\", \"cursor rules\", \"copilot instructions\", \"memory file for this project\", or any request to bootstrap/improve agent-facing guidance for an existing or new repo. Also trigger when reviewing an existing CLAUDE.md for noise reduction or staleness.
- Reads credentials
- Installs packages
In this repository28 other files it gives its agents.
- AGENTS.mdAGENTS.md
- CLAUDE.mdCLAUDE.md
- .github/copilot-instructions.mdCopilot instructions
- agent-orchestrationSkill
- astropySkill
- changelog-generatorSkill
- codebase-onboardingSkill
- context7-docs-lookupSkill
- data-toolsSkill
- emmanuel-engineeringSkill
- git-workflowSkill
- lsdbSkill
- emmanuel-markdownSkill
- mcp-builderSkill
- paper-lookupSkill
- polarsSkill
- prompt-auditSkill
- qaSkill
- readme-driven-devSkill
- roman-space-telescopeSkill
- scientific-visualizationSkill
- senior-prompt-engineerSkill
- senior-qaSkill
- statistical-analysisSkill
- tddSkill
- think-firstSkill
- vo-explorerSkill
- zarr-pythonSkill
The file
We split this skill into the rules it gives an agent
7 rules. About 0 are common, 6 are distinctive, and 1 is very specific to this project.
≈0
Common · estimate
Many files like this have a rule of this kind.
≈6
Distinctive · estimate
This author's own choices. Worth a look.
1
Very specific
Tied to their project's names, files or tools. Probably skip.
No licence file, so all rights are reserved — read it at the source. We count its rules but don't quote them. Read them on GitHub.
≈ “Common” is an estimate: at least 1 in 5 of the 350,495 skill files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
No reviews yet
People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.
- It worked
- Partly
- It didn't
Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.