Skip to content
Agentmart
Submit a tool

calibrate

Seed your map on the first session.

Skill by sethatwood

IndexedMIT
Write a review

Chalk Labs

Need help deploying calibrate?

Chalk Labs sets up agents like this inside real teams: connected to your tools, tested on your data, with a human in the loop where it matters.

Book a call

Install

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.

npx agentmarket install skill/sethatwood-calibrate

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

Get the weekly diff

The weekly diff: one email a week with new agent tools, notable updates and grade changes, plus security alerts for tools you follow. Double opt-in, one-click unsubscribe.

We use your email only for this newsletter. Privacy

About

Seed your map on the first session. A few questions per skill so what you already know starts earned and what you don't starts unearned.

No reviews yet. Installed it? Reviews come from verified installers only. How reviews work

Permissions

What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.

Tools
No tools found
Secrets
None asked for
Install scripts
None found

Network hosts it talks to 1

  • codeload.github.com · found in install command

Files it touches

  • ~/.claude/skills/calibrate

What's inside

Skill name
calibrate
Description
Seed your map on the first session. A few questions per skill so what you already know starts earned and what you don't starts unearned.
License
MIT
Instructions
11 lines in SKILL.md · view on GitHub

Files (1)

  • SKILL.md

SKILL.md (first lines)

The person is new to this repo's map and some of its skills are ones they have done before. Find out which, honestly, and record it. Calibration is the only way a skill starts earned without three witnessed runs, so it has to be harder to pass than a review question.

1. Call `belay_map`. Skip every skill that already has a logbook entry; calibration is for untouched skills only.
2. Ask, once, which of the remaining skills they believe they have done alone before, in production or close to it. Take their list; do not calibrate the rest.
3. For each skill on their list, one at a time, ask two questions a senior would ask to tell whether someone has done it, not whether they have read about it. Ask about the case that goes wrong, the thing that is easy to get past a test, the decision they had to make. Judge the answers honestly. Two good answers and the skill is earned. Anything less and it stays unearned, and you say so in one line without softening it.
4. After each skill, call `belay_calibrate` with `earned` true or false and a note that holds both questions and both answers in their words.
5. When the list is done, call `belay_map` again and show the result as a plain list.

One question per turn. No hints during calibration; a hint would make the answer yours. Judge without flattery, and never record a skill as earned because they asked you to.

From sethatwood/belay, MIT.

Signals

Stars
0
Forks
1
Open issues
0
Last commit (this folder)
Sep 23, 2026 (1 month ago)
Last release
Sep 23, 2026 (1 month ago)

From GitHub (fetched Oct 24, 2026).

Details

License
MIT
Website
belay.page
First seen
Oct 24, 2026
Last checked
Oct 24, 2026

More from sethatwood

Done for you

Rather not set it up yourself?

Chalk Labs scopes, builds and runs agents for your team: the task audit, the eval harness, the integrations and the weekly ops report. Fixed scope, priced before we start.

See how we build AI agents →Read the case studies

Chalk Labs is a two-founder AI and growth studio. We build AI agents, CRMs and MVPs for Web3 and AI companies, and have shipped 50+ product and token launches.

launches shipped
50+
launches shipped
media placements
500+
media placements
founders on every account
2
founders on every account

Press we've placed: Forbes · CoinDesk · Decrypt · Cointelegraph · The Block

Rahil Jain, Co-founder, Chalk Labs. Ex-Goldman Sachs engineer. You talk to the person who builds it.

Get calibrate running in your business

Tell us what you want to automate. A founder replies within one working day with a plan, not a pitch deck.

Goes to the Chalk Labs founders, not the newsletter. Privacy

Need help deploying calibrate?

CallGet help
Cite this page

calibrate skill. Agent Mart. https://agentmart.dev/skills/sethatwood-calibrate (last updated 2026-10-24)