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Browse, promote, demote, classify, and generate training examples from Claude Code execution traces. Use when asked about traces, gold traces, trace counts, promoting or demoting traces, generating examples, exporting training data, or syncing traces.
默认使用会先检查来源的 Prompt；你也可以切换为直接命令，或下载本地副本。
决定是否安装前，请先阅读 SKILL.md，以及 SkillsMP 当前展示的配套文件。
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
直接命令不会经过审查 Prompt；运行前请先检查来源。
npx skills add https://github.com/GhostPeony/bashgym --skill traces命令会保持在同一行。复制前请横向滚动并检查完整内容。
想先保存到本地？可下载 SkillsMP 当前能够提供的文件。
正在显示 SKILL.md
基于 SOC 职业分类
| name | traces |
| description | Browse, promote, demote, classify, and generate training examples from Claude Code execution traces. Use when asked about traces, gold traces, trace counts, promoting or demoting traces, generating examples, exporting training data, or syncing traces. |
Manage Claude Code execution traces and convert them to training examples.
Filter by status (gold, pending, failed):
bashgym api GET /api/traces --query status=gold
bashgym api GET /api/traces --query status=pending
bashgym api GET /api/traces
Quick counts by status:
bashgym api GET /api/traces/stats
See which repos have traces:
bashgym api GET /api/traces/repos
bashgym api GET /api/traces/gold
Move a pending trace to gold status:
bashgym api POST /api/traces/{trace_id}/promote
Destructive — confirm with user first. Move a gold trace back to failed:
bashgym api POST /api/traces/{trace_id}/demote
Convert a trace into training examples:
bashgym api POST /api/traces/{trace_id}/generate-examples
bashgym api GET /api/training/examples
Export generated examples for training:
Save {} as export-request.json, then run:
bashgym api POST /api/training/export --data-file export-request.json
Import new traces from Claude Code history:
bashgym api POST /api/traces/sync
Automatically classify pending traces:
bashgym api POST /api/traces/auto-classify
User: "How many gold traces do I have?"
→ Call bashgym api GET /api/traces/stats. Report counts per status.
User: "Promote trace abc123"
→ Call bashgym api POST /api/traces/abc123/promote. Confirm success.
User: "Generate training data from my gold traces"
→ Call bashgym api GET /api/traces/gold to list them. For each, call bashgym api POST /api/traces/{id}/generate-examples.
Then call bashgym api POST /api/training/export --data-file export-request.json to create NeMo JSONL.
User: "Sync new traces"
→ Call bashgym api POST /api/traces/sync. Report how many new traces were imported.
Operate BashGym training, evaluation, and durable AutoResearch from Codex, Claude Code, Hermes, or another compatible agent. Use for guided campaign preparation and resumption, ML session planning, preflight, goals and KPIs, model training or fine-tuning, runtime monitoring, evaluation and benchmark comparison, report generation, bounded iteration, and curated GBrain updates across embedding, SFT, DPO, GRPO/RLVR, LoRA/QLoRA, distillation, and full-model workflows.
Generate synthetic training data, manage seeds, preview synthesis jobs, and work with the data factory. Use when asked to generate synthetic data, create training examples, augment a dataset, manage seeds, or check factory job status.
Browse, compare, evaluate, and manage trained models. View leaderboard, trends, lineage, and artifacts. Deploy models to Ollama. Use when asked about models, model comparison, which model is best, model evaluation, deploying a model, or downloading a model.