script-maker
Skill0 starsChanged 3 months agoMITView on GitHub
Convert a demonstrated, repeated deterministic repository operation into a script, replacing model reasoning with a checked, verifiable tool.
In this repository12 other files it gives its agents.
- AGENTS.mdAGENTS.md
- CLAUDE.mdCLAUDE.md
- context-clearingSkill
- local-workerSkill
- model-checkSkill
- persona-makerSkill
- retroSkill
- siftSkill
- skill-makerSkill
- spendSkill
- stage1-classifier-hardeningSkill
- telemetry-batterySkill
The file
We split this skill into the rules it gives an agent
4 rules. About 0 are common, 3 are distinctive, and 1 is very specific to this project.
≈0
Common · estimate
Many files like this have a rule of this kind.
≈3
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 8
Only for operations a computer can already judge correctly — parsing, validation, formatting, state extraction, consistency checks, …
- Very specific: line 14
Search existing repository tooling (e.g.
- Distinctive: line 16
If all three hold, define:
- Distinctive: line 25
Do not build a script for an operation that occurred once, or to pre-empt work that hasn't happened yet.
≈ “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.
Files
Script maker
Only for operations a computer can already judge correctly — parsing, validation, formatting, state extraction, consistency checks, mechanical repository edits.
Before writing anything:
- Confirm the operation is deterministic — no founder decision, ambiguous product judgment, or safety/correctness call embedded in it. If judgment is required, this belongs to
skill-maker, not here. If the recurring need is actually a fixed expertise/decision profile for a role — not an operation to execute — this belongs topersona-makerinstead. - Confirm it has actually recurred — point to at least two real prior instances, not a hypothesis. One occurrence is not a pattern.
- Search existing repository tooling (e.g.
tools/**, CI workflows) for something that already does this or is trivially extended to. Prefer extending over duplicating.
If all three hold, define:
- Inputs/outputs: exact arguments, files read, and what success prints or returns.
- Failure behavior: what makes it exit non-zero, and what message a human or agent sees.
- Verification: a test or deterministic self-check proving the script behaves correctly, not just that it runs.
- Invocation: the exact command a fresh session with zero conversation history would run, documented in a README or the script's own header comment.
Keep the script's scope to the deterministic slice only. If part of the operation still needs judgment (e.g. deciding whether a newly added path belongs in scope, not just checking already-listed paths), say so explicitly and leave that part to a skill or ordinary instructions — do not silently drop it to make the script look complete.
Do not build a script for an operation that occurred once, or to pre-empt work that hasn't happened yet.
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.

