principle-build-the-lever
Apply to any non-trivial work, not just bulk work: edits, migrations, analyses, checks.
Skill by dhanji4U
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Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.
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What's inside
- Skill name
principle-build-the-lever- Description
- Apply to any non-trivial work, not just bulk work: edits, migrations, analyses, checks. Build the tool that does it or proves it (codemod, script, generator, or a skill your subagents follow) instead of working by hand. The tool is the artifact a reviewer can rerun.
- License
- MIT
- Metadata
- license: MIT · source_url: https://github.com/cursor/plugins/tree/main/pstack/skills/principle-build-the-lever · source_repo: cursor/plugins · source_plugin: pstack · original_author: Lauren Tan
- Instructions
- 19 lines in SKILL.md · view on GitHub
Agent Skills spec issues
- name: "principle-build-the-lever" does not match folder "build-the-lever"
Files (2)
- README.md
- SKILL.md
SKILL.md (first lines)
# Build the Lever When the work isn't trivial, build the tool that does it instead of doing it by hand. **Why:** Two payoffs. Throughput: a codemod, generator, or script does the work the same way every time and reruns for free. Confidence: the tool is one artifact a reviewer can read and rerun to check the work. Hand-done changes can only be re-verified by redoing them. A deterministic script turns "trust me" into "run this". **Pattern:** Default to building the lever. Skip it only when the task is trivial, a couple of obvious edits you can see at a glance. - Do the first unit by hand to learn the recipe, then build the tool. Prove it by rerunning it on that unit and diffing against your hand-done version. Make the lever safe to rerun. - Codemod or script for edits, generator for repetitive files, a dump-to-sqlite query for analysis, a rerunnable check for verification. - A deterministic lever beats fan-out. If the tool can process every unit in one pass, run it yourself. Don't fan out delegates to hand-apply what a script can do. - When you fan work out to subagents, write the lever as a skill they all read: the recipe, the verification contract, and the do-not-touch fences in one artifact. Keep it outside the delegates' write scope so they can't quietly edit the contract. - Applying this principle produces a file. If you cited it and there is no codemod, script, generator, or delegate skill in the diff, you didn't apply it. - Commit the lever when the work outlives the session. **Balance:** The bar is triviality, not repetition. A one-off still earns a lever when the lever is what makes the work checkable. Per the [Laziness Protocol](../laziness-protocol/SKILL.md), build the smallest script that does or proves the job, never a framework. Distinct from [Encode Lessons in Structure](../encode-lessons-in-structure/SKILL.md), which makes a recurring instruction a durable guardrail. This is throughput and reviewability on the work in front of you. For scripting the verification itself, see [Prove It Works](../prove-it-works/SKILL.md).
From dhanji4U/skills, MIT.
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Signals
- Stars
- 2
- Forks
- 0
- Open issues
- 0
- Last commit (this folder)
- Oct 2, 2026 (29 days ago)
- Last release
- Oct 3, 2026 (28 days ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- MIT
- Repository
- github.com/dhanji4U/skills
- Website
- emiote.com/skills
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
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Dylan's agent style on top of pstack: concise verified delivery, root causes over symptom patches, The Algorithm before design, plain /bro replies, live UI…
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Cite this page
principle-build-the-lever skill. Agent Mart. https://agentmart.dev/skills/dhanji4u-principle-build-the-lever (last updated 2026-10-24)