personal-research-skills
AGENTS.md1 starsChanged 37 days agoMITView on GitHub
This project composes research methodology profiles and Skill contracts into portable Markdown contexts. It does not execute a model or learn automatically. - Core: research_skills/dna.py and research_skills/compose.py. - CLI: research_skills/cli.py (research-skills); scripts/run_skill.py is the compatibility wrapper. - Evaluation: research_skills/evaluation.py, run_records.py, and blinding.py. - Install: python -m pip install -e . - Verify: python -m unittest discover -s tests -v, then research-skills validate. - Keep source facts, inferences, and unsupported claims distinct. - A deterministic format check is not proof of…
- Installs packages
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 repository4 other files it gives its agents.
- argument-analysisSkill
- manuscript-auditSkill
- paper-readingSkill
- research-questionSkill
The file
We split this AGENTS.md into the rules it gives an agent
3 rules. About 0 are common, 2 are distinctive, and 1 is very specific to this project.
≈0
Common · estimate
Many files like this have a rule of this kind.
≈2
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
- Distinctive: line 10
Verify: python -m unittest discover -s tests -v, then research-skills validate.
- Distinctive: line 12
Keep source facts, inferences, and unsupported claims distinct.
- Very specific: line 14
Keep handoff context in docs/AGENT-HANDOFF-PLAN.md.
≈ “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
Project instructions
This project composes research methodology profiles and Skill contracts into portable Markdown contexts. It does not execute a model or learn automatically.
- Core: research_skills/dna.py and research_skills/compose.py.
- CLI: research_skills/cli.py (
research-skills); scripts/run_skill.py is the compatibility wrapper. - Evaluation: research_skills/evaluation.py, run_records.py, and blinding.py.
- Install: python -m pip install -e .
- Verify: python -m unittest discover -s tests -v, then research-skills validate.
- Keep source facts, inferences, and unsupported claims distinct.
- A deterministic format check is not proof of factual or research quality.
- Keep handoff context in docs/AGENT-HANDOFF-PLAN.md; do not add weekly logs.
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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.