Agent-Knowledge-Starter-Kit
AGENTS.md7 starsChanged 2 months agoMITView on GitHub
This repository uses the AKSK knowledge loop for durable learning:
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 31,439 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 repository8 other files it gives its agents.
- AGENTS.mdAGENTS.md
- CLAUDE.mdCLAUDE.md
- aksk-bootstrapSkill
- aksk-initSkill
- docs-lintSkill
- learning-distillSkill
- task-closeoutSkill
- verify-installSkill
The file
We split this AGENTS.md into the rules it gives an agent
5 rules. About 0 are common, 0 are distinctive, and 5 are 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.
5
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Very specific: line 4
WHEN EXPLORING KNOWLEDGE: Start from openwiki/index.md and the directory indexes under openwiki/decisions/ and openwiki/troubleshooting/.
- Very specific: line 5
WHEN DEBUGGING: If you encounter a failing test, build error, or runtime exception, your FIRST action MUST be to search durable knowledge …
- Very specific: line 10
Skill renaming workflow: When renaming a skill, use shell tools to locate all path and string references and update the SKILL.md …
- Very specific: line 11
Maintenance script feedback: When writing scripts (especially those using npx), always include an initial "Starting..." message and a …
- Very specific: line 12
OpenWiki concurrency guard: Before editing files when openwiki may be active, check test -f openwiki/.run.json && echo "openwiki running: …
≈ “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
Routing Directives
- UPON STARTUP: You MUST read
openwiki/index.mdand.agents/AGENTS.mdbefore executing any file modifications. This ensures you understand the repository layout and available tools. - WHEN EXPLORING KNOWLEDGE: Start from
openwiki/index.mdand the directory indexes underopenwiki/decisions/andopenwiki/troubleshooting/. Indexes contain descriptions and tags that help identify relevant files. - WHEN DEBUGGING: If you encounter a failing test, build error, or runtime exception, your FIRST action MUST be to search durable knowledge for it:
grep -ri "<error or symptom>" openwiki/ .agents/before debugging blind. - BEFORE ARCHITECTURAL CHANGES: You MUST search
openwiki/decisions/for recorded decisions to ensure your proposed changes do not violate established design patterns.
Project Learnings
- Skill renaming workflow: When renaming a skill, use shell tools to locate all path and string references and update the SKILL.md frontmatter. Add a note under "Recurring pitfalls" in AGENTS.md for this pattern.
- Maintenance script feedback: When writing scripts (especially those using
npx), always include an initial "Starting..." message and a--verboseflag to prevent agents from assuming a hang during background execution. - OpenWiki concurrency guard: Before editing files when
openwikimay be active, checktest -f openwiki/.run.json && echo "openwiki running: $(jq -r .phase openwiki/.run.json)"; if running, wait or notify the user — editing mid-run leavesopenwiki/.last-update.json: status: "interrupted"and forces the next run to re-plan (source fingerprint drift).
Self-improvement loop
This repository uses the AKSK knowledge loop for durable learning:
- Analyze — was a rule missing from
.agents/AGENTS.mdor ignored? - Closeout — bundle the session under
.agents/sessions/pertask-closeout. - Distill — promote stable lessons: decisions/troubleshooting to
openwiki/, behavior rules to.agents/AGENTS.mdor playbooks. - Prune — remove guidance that no longer prevents mistakes.
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.

