Use when an agent/runner with its OWN training code needs to make a Chronicle run durable and reproducible — phrases like "snapshot the environment", "upload checkpoints as it trains", "resume training from the last checkpoint", "continue the crashed run". It owns three things: capturing an environment snapshot at run start (library/hardware versions + your custom config state), uploading resumable checkpoints during training, and discovering + downloading the latest checkpoint to resume from. It is training-AGNOSTIC — the training loop is the caller's; this skill never writes it. It is the durable-state companion to chronicle-run-variation (which owns the run lifecycle + W&B linking): run-variation marks the run, this skill makes it survive a crash and continue. Distill afterward with chronicle-write-report.
Install with
Claude CodeCodexCursorGitHub CopilotGemini CLI
Supported by the Atlas install prompt. Skill-specific requirements vary.
Skill stats
Skills1CategoryGeneralStars0
About this skill
Use when an agent/runner with its OWN training code needs to make a Chronicle run durable and reproducible — phrases like "snapshot the environment", "upload checkpoints as it trains", "resume training from the last checkpoint", "continue the crashed run". It owns three things: capturing an environment snapshot at run start (library/hardware versions + your custom config state), uploading resumable checkpoints during training, and discovering + downloading the latest checkpoint to resume from. It is training-AGNOSTIC — the training loop is the caller's; this skill never writes it. It is the durable-state companion to chronicle-run-variation (which owns the run lifecycle + W&B linking): run-variation marks the run, this skill makes it survive a crash and continue. Distill afterward with chronicle-write-report.
Quick start
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Use this skill when an agent/runner with its OWN training code needs to make a Chronicle run durable and reproducible — phrases like "snapshot the environment", "upload checkpoints as it trains", "resume training from the last checkpoint", "continue the crashed run". It owns three things: capturing an environment snapshot at run start (library/hardware versions + your custom config state), uploading resumable checkpoints during training, and discovering + downloading the latest checkpoint to resume from. It is training-AGNOSTIC — the training loop is the caller's; this skill never writes it. It is the durable-state companion to chronicle-run-variation (which owns the run lifecycle + W&B linking): run-variation marks the run, this skill makes it survive a crash and continue. Distill afterward with chronicle-write-report.
About this listing
Category
General
Reported license
Not specified
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.
Claude Code
Codex
Cursor
GitHub Copilot
Gemini CLI