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ClaudSkills / Science & Research / science-misc

Hemlock

Category: Science & Research  ·  Sub-category: science-misc  ·  Last updated:
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.
Security AStatic scan found no risk patternsHow grading works ›

From the source SKILL.md

Kills your project on day one, so day fifty doesn't have to.

What this skill does

Hemlock is a community-contributed Claude Code skill in the science-misc sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/hemlock/ and loads when your prompt matches the skill's trigger.

Who uses this skill

The Hemlock Claude Code skill is built for researchers, data scientists, academics, and analysts working with complex data and scientific literature. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 196,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/hemlock
curl -L https://claudskills.com/skills/hemlock/SKILL.md \
  -o ~/.claude/skills/hemlock/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/hemlock/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/hemlock/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\hemlock\SKILL.md on Windows. See the full install guide for step-by-step instructions.

Telegram

📱 Install from your phone or desktop Telegram

Open @claudskills_bot on Telegram, tap Open Desktop App, and the desktop app installs this skill for you. Or share the bot link with a colleague — they get the same one-tap install. Learn more →

Pro

One-click install via the desktop app

The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.

Pro

For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.

Frequently asked questions

How do I install the Hemlock Claude Code skill?
Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/hemlock/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.
What does the Hemlock skill do?
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.
Is this skill free to install?
Yes. ClaudSkills is an open registry — every skill keeps its source repository's license, and manual install via copy is free. ClaudSkills Pro ($9/mo, $79/yr, or $149 one-time) adds one-click install via the desktop app and a multi-signal Quality Score.
When should I use the Hemlock skill?
Use Hemlock when your Claude Code task falls under the Science & Research category — specifically in the science misc area. Claude Code auto-discovers installed skills and invokes the right one based on the task description, so you can also ask Claude directly (e.g. "use Hemlock" or describe the task and let Claude pick). Browse related skills at /category/science/.
What is a Claude Code skill and how does the Hemlock skill fit in?
A Claude Code skill is a SKILL.md file that lives under ~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. Hemlock is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the Science & Research category. Learn more at /learn/what-is-a-claude-skill/.

Attribution & license

Cite this skill

If you reference this skill in a blog post, paper, or documentation, you can cite it as:

APA
scoobydrew83. (2026). Hemlock [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/hemlock/
BibTeX
@misc{hemlock-2026,
  author    = {scoobydrew83},
  title     = {Hemlock [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/hemlock/}
}

Embed this skill

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Badge
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<script>
<script src="https://claudskills.com/embed/hemlock.js" async></script>
<iframe>
<iframe src="https://claudskills.com/embed/hemlock.html" width="100%" height="160" frameborder="0" loading="lazy" title="ClaudSkills: Hemlock"></iframe>

Security scan

Grade A · scanned 2026-09-28 — free static scan against the OWASP Agentic Skills Top 10.

No risk patterns were found in any of the ten OWASP-aligned categories. How grading works ›

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More Science & Research skills

Browse all Science & Research skills in the ClaudSkills registry, or explore these other picks from the same category:

Browse all Science & Research skills → Top 100 skills
Part of ClaudSkills — the open registry for Claude Skills & Claude Code Skills.  ·  What's New  ·  Install guide  ·  About  ·  llms.txt

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