aiframework
AGENTS.md0 starsChanged 7 months agoMITView on GitHub
Make Claude Code understand your project instantly. Single Rust binary, zero deps. Stack: Rust Build: cd rust && cargo build --release Test: cd rust && cargo test Lint: cd rust && cargo clippy
Where files are headingNew AGENTS.md files have more rules about keeping secrets out of the code, and fewer about code style.
Of the AGENTS.md files we read, the 31,700 first seen in the last six months, against the older ones: the kind of rule that gained most share, and the kind that lost most. About files like this in general, not this one, and an estimate, since a kind is a pattern in the words.
In this repository22 other files it gives its agents.
- CLAUDE.mdCLAUDE.md
- .github/copilot-instructions.mdCopilot instructions
- aif-analyzeSkill
- aif-enhanceSkill
- aif-evolveSkill
- aif-feedbackSkill
- aif-ingestSkill
- aif-learnSkill
- aif-pulseSkill
- aiframework-learnSkill
- aiframework-reviewSkill
- aiframework-shipSkill
- aif-readySkill
- aif-researchSkill
- aif-reviewSkill
- aif-shipSkill
- aif-statusSkill
- retroSkill
- sheal-askSkill
- sheal-checkSkill
- sheal-driftSkill
- sheal-retroSkill
The file
We split this AGENTS.md into the rules it gives an agent
1 rule. About 0 are common, 0 are distinctive, and 1 is very specific to this project.
≈0
Common · estimate
Many files like this have a rule of this kind.
≈0
Distinctive · estimate
This author's own choices. Worth a look.
1
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Very specific: line 31
All output is JSON (serde_json)
≈ “Common” is an estimate: at least 1 in 5 of the 40,246 AGENTS.md 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.
Files
AGENTS.md — aiframework
Make Claude Code understand your project instantly. Single Rust binary, zero deps.
Stack: Rust
Build: cd rust && cargo build --release
Test: cd rust && cargo test
Lint: cd rust && cargo clippy
Commands
aiframework run --target . # Full pipeline
aiframework index --target . # Code index only
aiframework verify --target . # Validate outputs
aiframework refresh # Re-scan if changedKey Files
rust/src/cli.rs— CLI (clap)rust/src/scanner/— 13 scannersrust/src/indexer/— code indexer + 13 parsers (8 tree-sitter)rust/src/generator/— 14 generatorsrust/src/validator/— 5 validatorsrust/src/mcp/— MCP JSON-RPC serverrust/data/languages.json— language registry
Conventions
- All output is JSON (
serde_json) - Tree-sitter AST parsing with regex fallback
- Generators never overwrite user content
- Tier system: lean < standard < full < enterprise
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.

