checkpoint — community checkpoint, TML-bench, community, ide skills, Claude Code, Cursor, Windsurf

v1.0.0
GitHub

About this Skill

Perfect for Version Control Agents needing automated Git workflow management and integrity checks. Tabular ML benchmark

MykolaPinchuk MykolaPinchuk
[0]
[0]
Updated: 3/5/2026

Agent Capability Analysis

The checkpoint skill by MykolaPinchuk is an open-source community AI agent skill for Claude Code and other IDE workflows, helping agents execute tasks with better context, repeatability, and domain-specific guidance.

Ideal Agent Persona

Perfect for Version Control Agents needing automated Git workflow management and integrity checks.

Core Value

Empowers agents to maintain a clean and consistent Git repository by running `git status` and `git diff --stat`, while ensuring the integrity of `agent_logs/current.md` and avoiding potentially destructive Git operations like `git push`, `git commit --amend`, and `git rebase`.

Capabilities Granted for checkpoint

Automating pre-commit checks
Verifying repository consistency
Debugging Git workflow issues
Validating agent log integrity

! Prerequisites & Limits

  • Requires Git installation and configuration
  • Must have access to `agent_logs/current.md`
  • Restricts certain Git operations for safety
Labs Demo

Browser Sandbox Environment

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Experience this Agent in a zero-setup browser environment powered by WebContainers. No installation required.

Boot Container Sandbox

checkpoint

Install checkpoint, an AI agent skill for AI agent workflows and automation. Works with Claude Code, Cursor, and Windsurf with one-command setup.

SKILL.md
Readonly

When invoked (or when the user says checkpoint), do this in order.

1) Preflight (must do; show output)

  • git status
  • git diff --stat
  • Verify agent_logs/current.md id: is synced to the kickoff AgentNN for this chat. If stale, fix current.md before commit.

2) Sanity guardrails (must do)

  • Never run: git push, git commit --amend, git rebase, git reset --hard, git clean -fdx, or modify git remotes.
  • Never stage/commit secrets/credentials: .env*, *.pem, *.key, id_rsa*, id_ed25519*, tokens.
  • Never stage/commit competition data or run artifacts:
    • competitions/**/{public,private,raw,downloads}/**
    • runs/**
    • sqlite/db files

3) Stage (default: include safe tracked files)

Stage only source/docs/config files and small markdown:

  • root *.md, *.yml
  • docs/**
  • local_context_enrichments/**
  • .codex/**

If anything looks suspicious (bulk files, data-like payloads), stop and report before staging.

Before committing, show:

  • git diff --cached --stat

4) Commit (auto message)

  • Create a structured message that includes the agent id:
    • agentNN: checkpoint(<area>): <short summary>
    • Derive agentNN from kickoff-synced agent_logs/current.md (field id:). If missing/ambiguous, stop and ask the human.
    • Choose <area> from: workflow, docs, orchestrator, competitions, prompts, ci, misc.
  • Run git commit -m "<message>".

5) Postflight (must do; show output)

  • git status
  • Report the commit hash.

FAQ & Installation Steps

These questions and steps mirror the structured data on this page for better search understanding.

? Frequently Asked Questions

What is checkpoint?

Perfect for Version Control Agents needing automated Git workflow management and integrity checks. Tabular ML benchmark

How do I install checkpoint?

Run the command: npx killer-skills add MykolaPinchuk/TML-bench/checkpoint. It works with Cursor, Windsurf, VS Code, Claude Code, and 19+ other IDEs.

What are the use cases for checkpoint?

Key use cases include: Automating pre-commit checks, Verifying repository consistency, Debugging Git workflow issues, Validating agent log integrity.

Which IDEs are compatible with checkpoint?

This skill is compatible with Cursor, Windsurf, VS Code, Trae, Claude Code, OpenClaw, Aider, Codex, OpenCode, Goose, Cline, Roo Code, Kiro, Augment Code, Continue, GitHub Copilot, Sourcegraph Cody, and Amazon Q Developer. Use the Killer-Skills CLI for universal one-command installation.

Are there any limitations for checkpoint?

Requires Git installation and configuration. Must have access to `agent_logs/current.md`. Restricts certain Git operations for safety.

How To Install

  1. 1. Open your terminal

    Open the terminal or command line in your project directory.

  2. 2. Run the install command

    Run: npx killer-skills add MykolaPinchuk/TML-bench/checkpoint. The CLI will automatically detect your IDE or AI agent and configure the skill.

  3. 3. Start using the skill

    The skill is now active. Your AI agent can use checkpoint immediately in the current project.

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