principle-build-the-lever
Skill4 starsChanged 16 days agoMITView on GitHub
Use for any edit, migration, analysis, or verification beyond the trivial. Produce a codemod, script, generator, or repeatable check that performs or demonstrates the result, so a reviewer can rerun it in place of taking your word.
45 other projects use a version of this.
Adopted by
Most recently taken up by
- paramcodes/skillstheir own version, first seen Nov 8, 2026
- tristanphvn/keeltheir own version, first seen Nov 8, 2026
- hidenobunagai/astacktheir own version, first seen Nov 8, 2026
- creedants/pstack-t3their own version, first seen Nov 3, 2026
- painhardcore/pstacktheir own version, first seen Nov 2, 2026
- christofferbergj/agent-skillstheir own version, first seen Nov 1, 2026
Used with
Projects with it also use setup-pstack, poteto-help and 3 more.
Other files people use alongside this one.
Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.
bnemaSkillsetup-pstack
Configure which Pi models pstack uses per role. Detects available provider/model specs and writes pstack's user configuration. Use for /setup-pstack, "configure pstack models", or changing pstack model choices.
Also in 25 projects that use this
ianclearySkillpoteto-help
Guides users through pstack setup, /poteto-mode, and picking the skill, playbook, or principle for a task. Type /poteto-help with a question.
Also in 14 projects that use this
tristanphvnSkillketchup-video
Catch the user up like /keel:ketchup, with a short silent video of slides for what happened and the waiting calls as text under it. Use for /keel:ketchup-video.
Also in 10 projects that use this
JoshueOsunaSkillPoteto Mode
poteto's agent style for concise, detailed responses, deliberate subagents, unslopped prose, simple code, and verified work. Use for poteto, /poteto-mode, or requests to work in this style.
Also in 3 projects that use this
instructureSkillketchup
Rebuild context after /clear by analyzing uncommitted changes across Canvas LMS and all plugin repositories
Also in 17 projects that use this
Other versions45 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 45
- backnotprop/pstack★ 3.8ksame name
- jtaroreh/agystack★ 128same name
- uzairansaruzi/p3-stack★ 126same name
- dsebban/skills★ 71same name
- TheOnlyFusionCube/potetos-for-everyone★ 21same name
- creedants/pstack-t3★ 18same name
- painhardcore/pstack★ 18same name
- Scino/fstack★ 18same name
- mariusflorescu/pstack-t3★ 13same name
- adjohn/pstack★ 9same name
35 more not listed
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
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The file
We split this skill into the rules it gives an agent
4 rules. 1 is common, 3 are distinctive, and 0 are very specific to this project.
1
Common
Most of the 45 edited versions we read keep these.
3
Distinctive
This author's own choices. Worth a look.
0
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 19
Default to building the tool.
- Distinctive: line 23
Prefer one deterministic pass over fan-out.
- Common: line 25
Commit the tool when the work outlives the session.
- Distinctive: line 26
Keep it small, as principle-laziness-protocol requires: write the least script that gets the job done or checked, and stop short of …
“Common” is measured: kept by at least 6 in 10 of the 45 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
Build the lever
Once a task is more than trivial, create the tool that carries it out or checks it: a codemod, a script, a generator, a check you can run again, or a skill file that delegates read. Manual work can only be confirmed by repeating it, while a deterministic tool lets the reviewer confirm it with one command.
When it applies
Edits, migrations, analyses, and verification of any size above trivial. What triggers it is that the work is non-trivial, whether or not it repeats. Even a task you will do once deserves a tool if the tool is what lets someone check the result.
Skip it for a couple of obvious edits that anyone can verify at a glance.
What to do
- Default to building the tool.
- Handle the first unit manually so you understand the steps. Next, write the tool, point it at that same unit, and compare its output with your manual version. Identical output shows the tool is correct.
- Make the tool safe to run twice (principle-make-operations-idempotent).
- Pick the tool by job. Edits get a codemod or script. Repetitive files get a generator. Analysis often goes fastest by dumping the data into SQLite and querying it: auditing which of 400 service accounts hold write scopes is one query once the IAM export is a table. Verification gets a rerunnable check.
- Prefer one deterministic pass over fan-out. If one script covers every unit, run it yourself instead of spawning subagents to make the same edits manually.
- When the work does get split across delegates, make the lever a skill file that each of them reads. That one file holds the steps, the check each unit must pass, and the limits on what may not be touched. Store it where no delegate can write, so none of them can weaken the check.
- Commit the tool when the work outlives the session.
- Keep it small, as principle-laziness-protocol requires: write the least script that gets the job done or checked, and stop short of building a framework.
- Audit yourself: if you cite this principle, a tool file exists in the diff. If none does, you did not apply it.
The failure it prevents
Unreviewable hand edits, inconsistent application across units, delegates drifting from a recipe, and "trust me, I checked" claims. A security example: rotating a leaked token across 30 config files by hand leaves the reviewer no way to confirm none were missed. A script that rewrites and then greps for the old token's prefix gives them one.
Done when
A visible or committed tool exists that reproduces or verifies the work.
principle-encode-lessons-in-structure is the neighbouring principle: it converts a correction that keeps coming back into a permanent guardrail. Building the lever concerns speed and checkability for the current task.
Related: principle-laziness-protocol, principle-prove-it-works, principle-attack-the-premise, principle-sequence-verifiable-units.
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.

