Chalk Labs
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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/chainreactors-checkpoint
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.
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About
Reviews
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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/checkpoint
What's inside
- Skill name
checkpoint- Description
- Human-in-the-loop review protocol. Use when execution reaches an approval boundary that requires human judgment before proceeding.
- License
- MIT
- Instructions
- 54 lines in SKILL.md · view on GitHub
Files (2)
- SKILL.md
- schema.json
SKILL.md (first lines)
# Checkpoint
Pause execution and submit an artifact for human review. Execution resumes only after the reviewer responds.
## Message format
Send with `content_type: "checkpoint"` on the message envelope.
Content body:
```json
{
"id": "<unique-id>",
"title": "Short description",
"content": "Markdown body with full context for the reviewer",
"options": ["Approve", "Reject"]
}
```
`id` is required and must be unique. Optional fields: `kind`, `target`, `status`.
Response — the reviewer sends this (with `refs.messages` pointing to your checkpoint):
```json
{
"option": "Approve",
"feedback": "Free-form comment from reviewer"
}
```
The response has **no `content_type`**. It is identified by the `refs.messages` relationship, not by content type.
## Mechanism
- `"Reject"` triggers mechanism-level rollback. All other options are semantic guidance.
- Submission blocks your session until feedback arrives.
## When to use
- Destructive or irreversible action ahead
- Plan needs approval before execution
- Human preference matters between alternatives
Do NOT checkpoint trivial decisions.
## After receiving feedback
Read both the option and the feedback text. The option is shorthand; the text carries nuance.
- Approve → proceed
- Reject → stop, roll back
- Custom option → interpret and adjustFrom chainreactors/ioa, MIT.
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Signals
- Stars
- 26
- Forks
- 4
- Open issues
- 1
- Last commit (this folder)
- Jun 8, 2026 (4 months ago)
- Last release
- Jun 21, 2026 (4 months ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- MIT
- Repository
- github.com/chainreactors/ioa
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
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Named-group communication within a workspace.
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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.
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Cite this page
checkpoint skill. Agent Mart. https://agentmart.dev/skills/chainreactors-checkpoint (last updated 2026-10-24)