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Hemlock

Agent skill
1 skill

Makes your AI agent think like the skeptic who kills your project on day one, so day fifty doesn't have to. The cheapest code is the project you never started. Use this BEFORE any new project, product, feature, or "I have an idea" moment — whenever someone is about to build something and the riskiest thing is the premise, not the code. Triggers include "I want to build X", "should I build X", "is this idea worth it", "validate this idea", "does this beat what already exists", "new project idea", "let's start on", "kick off", any plan that schedules construction before validation, and mid-build "should I keep going or kill it". Trigger even on enthusiasm ("I have a great idea for..."), not just doubt — enthusiasm is when this skill earns its keep. Runs a 6-rung kill ladder (incumbent → riskiest assumption → cheapest decisive test → pre-registered kill bar → run → verdict) and refuses to authorize building until every rung is climbed. Bundled linter fails any verdict with an unnamed incumbent, unranked assumptions, or a kill bar written after the result. Supersedes idea-validator. Distinct from reality-check (verifies an existing plan for hallucinations), experiment-designer (designs one test), and derisk-sequencer (orders many tests) — hemlock decides whether the project deserves any tests at all.

Install with
Claude CodeCodexCursorGitHub CopilotGemini CLI

Supported by the Atlas install prompt. Skill-specific requirements vary.

Skill stats

Skills1CategoryScience & researchStars0

About this skill

Makes your AI agent think like the skeptic who kills your project on day one, so day fifty doesn't have to. The cheapest code is the project you never started. Use this BEFORE any new project, product, feature, or "I have an idea" moment — whenever someone is about to build something and the riskiest thing is the premise, not the code. Triggers include "I want to build X", "should I build X", "is this idea worth it", "validate this idea", "does this beat what already exists", "new project idea", "let's start on", "kick off", any plan that schedules construction before validation, and mid-build "should I keep going or kill it". Trigger even on enthusiasm ("I have a great idea for..."), not just doubt — enthusiasm is when this skill earns its keep. Runs a 6-rung kill ladder (incumbent → riskiest assumption → cheapest decisive test → pre-registered kill bar → run → verdict) and refuses to authorize building until every rung is climbed. Bundled linter fails any verdict with an unnamed incumbent, unranked assumptions, or a kill bar written after the result. Supersedes idea-validator. Distinct from reality-check (verifies an existing plan for hallucinations), experiment-designer (designs one test), and derisk-sequencer (orders many tests) — hemlock decides whether the project deserves any tests at all.

Quick start

  1. Copy the install prompt. Use the green button above this README.
  2. Send it to your agent. Paste it into your coding agent’s chat and send.
  3. Review the setup. Your agent checks the skill’s instructions, requirements, and installation scope.
Review, license & listing details
Review the source before using this skill

This is an imported listing. We haven’t certified its safety, license, or compatibility. Skills may include executable scripts.

Automated security scan: Partial

Only SKILL.md was scanned. Supporting files and scripts were not checked. No safety grade has been assigned.

0 potential findings · Scanned 11/4/2026 · Scanner 0.2.1

Content SHA-256: 10e9b9b273ccc7be5a2655287dc0b15e44291cf522579f05cccf800b6f477945

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About this listing

Category
Science & research
Reported license
MIT
Listing language (estimated)
English
Review status
Not individually reviewed
Agent compatibility
Atlas installation supports Claude Code, Codex, and Cursor. Skill-specific dependencies and features are checked during setup.