{"schema_version":1,"workflow_uuid":"cd28bce4-e8ac-4e69-b06d-e580e7d33f75","workflow_title":"LitGPT — Fine-Tune and Deploy AI Models Simply","page_url":"https://tokrepo.com/en/workflows/litgpt-fine-tune-deploy-ai-models-simply-cd28bce4","raw_url":"https://tokrepo.com/raw/litgpt-fine-tune-deploy-ai-models-simply-cd28bce4","metadata_url":"https://tokrepo.com/metadata/litgpt-fine-tune-deploy-ai-models-simply-cd28bce4.json","install_plan_url":"https://api.tokrepo.com/api/v1/tokenboard/workflows/install-plan?uuid=cd28bce4-e8ac-4e69-b06d-e580e7d33f75&target=codex","recommended_install":{"schema_version":1,"status":"direct","policy":"allow","install_mode":"single","target":"codex","command":"npx -y tokrepo@latest install cd28bce4-e8ac-4e69-b06d-e580e7d33f75 --target codex","dry_run_command":"npx -y tokrepo@latest install cd28bce4-e8ac-4e69-b06d-e580e7d33f75 --target codex --dry-run --json","runtime_commands":{"codex":"npx -y tokrepo@latest install cd28bce4-e8ac-4e69-b06d-e580e7d33f75 --target codex","gemini":"npx -y tokrepo@latest install cd28bce4-e8ac-4e69-b06d-e580e7d33f75 --target gemini","project":"npx -y tokrepo@latest install cd28bce4-e8ac-4e69-b06d-e580e7d33f75"},"prompt":"Install and make this TokRepo asset usable: \"LitGPT — Fine-Tune and Deploy AI Models Simply\".\n\nPage: https://tokrepo.com/en/workflows/litgpt-fine-tune-deploy-ai-models-simply-cd28bce4\nUUID: cd28bce4-e8ac-4e69-b06d-e580e7d33f75\nTarget adapter: codex\nPolicy/mode: allow / single\n\nRead these machine-facing entry points first:\n- metadata: https://tokrepo.com/metadata/litgpt-fine-tune-deploy-ai-models-simply-cd28bce4.json\n- install contract: https://tokrepo.com/install-contract/litgpt-fine-tune-deploy-ai-models-simply-cd28bce4.json\n- install plan: https://api.tokrepo.com/api/v1/tokenboard/workflows/install-plan?uuid=cd28bce4-e8ac-4e69-b06d-e580e7d33f75&target=codex\n- raw content: https://tokrepo.com/raw/litgpt-fine-tune-deploy-ai-models-simply-cd28bce4\n\nCommands:\n- choose the current runtime; do not use unsupported CLI targets.\n- Codex: npx -y tokrepo@latest install cd28bce4-e8ac-4e69-b06d-e580e7d33f75 --target codex\n- Gemini CLI: npx -y tokrepo@latest install cd28bce4-e8ac-4e69-b06d-e580e7d33f75 --target gemini\n- Claude Code / project agent: run npx -y tokrepo@latest install cd28bce4-e8ac-4e69-b06d-e580e7d33f75 from the project root; add `--dry-run --json` first to inspect the plan.\n- add `--dry-run --json` to the chosen command first; after the plan allows it, run the chosen command.\n\nExecution rules:\n1. Run the dry-run command first to inspect the plan and risks.\n2. Run the install command after the plan allows it.\n3. Run the post_verify checks from the install plan.\n\nReport back with changed files, verification result, and how to use the asset next.","next_steps":["Run the dry-run command first to inspect the plan and risks.","Run the install command after the plan allows it.","Run the post_verify checks from the install plan."],"success_check":["The asset is installed into the target agent or project location.","The agent can load the entrypoint and explain how to use it."]},"agent_metadata":{"asset_kind":"prompt","target_tools":["claude_code","codex","gemini_cli"],"install_mode":"single","entrypoint":"LitGPT — Fine-Tune and Deploy AI Models Simply","risk_profile":{"executes_code":false,"modifies_global_config":false,"requires_secrets":[],"uses_absolute_paths":false,"network_access":false},"dependencies":{"npm":[],"pip":[],"brew":[],"system":[]},"content_hash":"03f8d9f31b41db5cca5629b4d9e484495167422f6152501f589215075eb441da","verification":{"commands":[],"expected_files":["LitGPT — Fine-Tune and Deploy AI Models Simply"]}},"agent_fit":{"target":"codex","score":96,"status":"native","policy":"allow","why":["target_tools includes codex","asset_kind prompt","install_mode single","markdown-only","policy allow","safe markdown-only Codex install","trust community"],"asset_kind":"prompt","install_mode":"single"},"trust":{"author_trust_level":"community","verified_publisher":false,"asset_signed_hash":"03f8d9f31b41db5cca5629b4d9e484495167422f6152501f589215075eb441da","signature_status":"hash_only","install_count":0,"report_count":0,"dangerous_capability_badges":[],"review_status":"unreviewed","signals":["asset has usage views","author has published assets","content hash available","no dangerous capability badges"]},"provenance":{"owner_uuid":"8a9109f5-3180-11f1-9bc6-00163e2b0d79","owner_name":"Prompt Lab","source_url":"https://tokrepo.com/en/workflows/litgpt-fine-tune-deploy-ai-models-simply-cd28bce4","content_hash":"03f8d9f31b41db5cca5629b4d9e484495167422f6152501f589215075eb441da","visibility":1,"created_at":"2026-04-08 14:13:28","updated_at":"2026-06-14 07:35:09"},"target_adapter":{"target":"codex","adapter":"skill-directory","root":"~/.codex/skills","entrypoint":"SKILL.md","manifest_path":"~/.codex/tokrepo/install-manifest.json","staging_root":"~/.codex/tokrepo/staged/cd28bce4-e8ac-4e69-b06d-e580e7d33f75","install_modes":["single","bundle","split","stage_only"],"activates_files":true},"install_plan":{"schema_version":2,"target":"codex","asset_uuid":"cd28bce4-e8ac-4e69-b06d-e580e7d33f75","asset_title":"LitGPT — Fine-Tune and Deploy AI Models Simply","source_url":"https://tokrepo.com/en/workflows/litgpt-fine-tune-deploy-ai-models-simply-cd28bce4","install_mode":"single","entrypoint":"LitGPT — Fine-Tune and Deploy AI Models Simply","preconditions":[{"type":"target_supported","status":"pass","message":"codex install target is supported"},{"type":"install_root","status":"pass","message":"~/.codex/skills for activated assets; ~/.codex/tokrepo/staged/cd28bce4-e8ac-4e69-b06d-e580e7d33f75 for staged assets"},{"type":"target_tool_metadata","status":"pass","message":"metadata allows codex"},{"type":"content_hash","status":"pass","message":"asset metadata includes content_hash"},{"type":"trust_policy","status":"pass","message":"publisher trust level is community"},{"type":"policy_decision","status":"pass","message":"allow for cd28bce4-e8ac-4e69-b06d-e580e7d33f75 (single)"}],"actions":[{"type":"write_file","path":"~/.codex/skills/tokrepo-litgpt-fine-tune-deploy-ai-models-simply-cd28bce4/SKILL.md","source_name":"LitGPT — Fine-Tune and Deploy AI Models Simply","sha256":"1ad0743b44616f53538fa3dd23b4cfbd3021575d8b02eadd25b3d72a93a6f27a","bytes":4388,"risk":{"executes_code":false,"modifies_global_config":false,"requires_secrets":[],"uses_absolute_paths":false,"network_access":false},"if_exists":"overwrite","entrypoint":true}],"policy_decision":{"decision":"allow","requires_confirmation":false,"reasons":["safe markdown-only Codex install"]},"requires_confirmation":false,"rollback":[{"type":"remove_file","path":"~/.codex/skills/tokrepo-litgpt-fine-tune-deploy-ai-models-simply-cd28bce4/SKILL.md"}],"post_verify":[{"type":"file_sha256","path":"~/.codex/skills/tokrepo-litgpt-fine-tune-deploy-ai-models-simply-cd28bce4/SKILL.md","sha256":"1ad0743b44616f53538fa3dd23b4cfbd3021575d8b02eadd25b3d72a93a6f27a"}],"metadata":{"asset_kind":"prompt","target_tools":["claude_code","codex","gemini_cli"],"install_mode":"single","entrypoint":"LitGPT — Fine-Tune and Deploy AI Models Simply","risk_profile":{"executes_code":false,"modifies_global_config":false,"requires_secrets":[],"uses_absolute_paths":false,"network_access":false},"dependencies":{"npm":[],"pip":[],"brew":[],"system":[]},"content_hash":"03f8d9f31b41db5cca5629b4d9e484495167422f6152501f589215075eb441da","verification":{"commands":[],"expected_files":["LitGPT — Fine-Tune and Deploy AI Models Simply"]}},"agent_fit":{"target":"codex","score":96,"status":"native","policy":"allow","why":["target_tools includes codex","asset_kind prompt","install_mode single","markdown-only","policy allow","safe markdown-only Codex install","trust community"],"asset_kind":"prompt","install_mode":"single"},"trust":{"author_trust_level":"community","verified_publisher":false,"asset_signed_hash":"03f8d9f31b41db5cca5629b4d9e484495167422f6152501f589215075eb441da","signature_status":"hash_only","install_count":0,"report_count":0,"dangerous_capability_badges":[],"review_status":"unreviewed","signals":["asset has usage views","author has published assets","content hash available","no dangerous capability badges"]},"provenance":{"owner_uuid":"8a9109f5-3180-11f1-9bc6-00163e2b0d79","owner_name":"Prompt Lab","source_url":"https://tokrepo.com/en/workflows/litgpt-fine-tune-deploy-ai-models-simply-cd28bce4","content_hash":"03f8d9f31b41db5cca5629b4d9e484495167422f6152501f589215075eb441da","visibility":1,"created_at":"2026-04-08 14:13:28","updated_at":"2026-06-14 07:35:09"},"target_adapter":{"target":"codex","adapter":"skill-directory","root":"~/.codex/skills","entrypoint":"SKILL.md","manifest_path":"~/.codex/tokrepo/install-manifest.json","staging_root":"~/.codex/tokrepo/staged/cd28bce4-e8ac-4e69-b06d-e580e7d33f75","install_modes":["single","bundle","split","stage_only"],"activates_files":true},"evidence_bundle":{"acceptance_gate":{"recommended_action":"install_after_plan","rule":"Agents should only activate an asset after evidence_bundle.integrity, policy_compatibility, rollback, and post_verify have been inspected.","status":"pass"},"asset_title":"LitGPT — Fine-Tune and Deploy AI Models Simply","asset_uuid":"cd28bce4-e8ac-4e69-b06d-e580e7d33f75","eval_evidence":["https://tokrepo.com/evals/install-safety.json","https://tokrepo.com/evals/trust-evidence-coverage.json","https://tokrepo.com/evals/handoff-quality.json"],"generated_at":"2026-06-13T23:35:10Z","integrity":{"content_hash":"01aec1e084dc894b937d659619e1d76b812bc775c9a84340f6a12f85cbd89357","declared_content_hash":"03f8d9f31b41db5cca5629b4d9e484495167422f6152501f589215075eb441da","file_count":1,"hash_algorithm":"sha256","install_plan_hash":"c126bdaefcdf27c53f9e121c27b58c035e0252e20b5e10ab38d8f08f7520bfad"},"policy_compatibility":{"permission_envelope":{"destructive":false,"executes_code":false,"file_count":1,"filesystem_write":["~/.codex/skills"],"global_config_write":false,"network":false,"requires_secrets":[],"uses_absolute_paths":false},"policy_decision":{"decision":"allow","requires_confirmation":false,"reasons":["safe markdown-only Codex install"]},"requires_confirmation":false,"target":"codex","trust_score_v2":{"recommended_action":"install_after_plan","status":"trusted","trust_score":82}},"provenance":{"asset_kind":"prompt","asset_title":"LitGPT — Fine-Tune and Deploy AI Models Simply","asset_uuid":"cd28bce4-e8ac-4e69-b06d-e580e7d33f75","computed_bundle_hash":"01aec1e084dc894b937d659619e1d76b812bc775c9a84340f6a12f85cbd89357","content_hash":"03f8d9f31b41db5cca5629b4d9e484495167422f6152501f589215075eb441da","created_at":"2026-04-08 14:13:28","generated_at":"2026-06-13T23:35:10Z","install_plan_hash":"c126bdaefcdf27c53f9e121c27b58c035e0252e20b5e10ab38d8f08f7520bfad","owner_name":"Prompt Lab","owner_uuid":"8a9109f5-3180-11f1-9bc6-00163e2b0d79","parent_uuid":"","schema_version":2,"source":"tokrepo_asset","source_url":"https://tokrepo.com/en/workflows/litgpt-fine-tune-deploy-ai-models-simply-cd28bce4","updated_at":"2026-06-14 07:35:09","visibility":1},"sbom":{"asset_kind":"prompt","asset_title":"LitGPT — Fine-Tune and Deploy AI Models Simply","asset_uuid":"cd28bce4-e8ac-4e69-b06d-e580e7d33f75","capability_flags":{"destructive":false,"executes_code":false,"modifies_global_config":false,"network_access":false,"requires_secrets":[]},"content_hash":"01aec1e084dc894b937d659619e1d76b812bc775c9a84340f6a12f85cbd89357","dependencies":{"brew":[],"mcp":[],"npm":[],"pip":[],"system":[]},"files":[{"bytes":4388,"path":"~/.codex/skills/tokrepo-litgpt-fine-tune-deploy-ai-models-simply-cd28bce4/SKILL.md","role":"entrypoint","sha256":"1ad0743b44616f53538fa3dd23b4cfbd3021575d8b02eadd25b3d72a93a6f27a","source_name":"LitGPT — Fine-Tune and Deploy AI Models Simply"}],"format":"SBOM-lite","install_mode":"single","schema_version":1,"target":"codex"},"schema":"https://tokrepo.com/schemas/agent-evidence-bundle.schema.json","schema_version":1,"schemas":{"asset_verification":"https://tokrepo.com/schemas/asset-verification.schema.json","evidence_bundle":"https://tokrepo.com/schemas/agent-evidence-bundle.schema.json","install_plan":"https://tokrepo.com/schemas/install-plan.schema.json","provenance":"https://tokrepo.com/schemas/provenance.schema.json","sbom":"https://tokrepo.com/schemas/agent-evidence-bundle.schema.json#/properties/sbom"},"signature_evidence":{"content_hash":"01aec1e084dc894b937d659619e1d76b812bc775c9a84340f6a12f85cbd89357","hash_algorithm":"sha256","install_plan_hash":"c126bdaefcdf27c53f9e121c27b58c035e0252e20b5e10ab38d8f08f7520bfad","schema_version":1,"signed_hash":"03f8d9f31b41db5cca5629b4d9e484495167422f6152501f589215075eb441da","status":"hash_only","verification_notes":["hash_only evidence proves content integrity but not publisher identity unless an external signature verifies it"]},"source_url":"https://tokrepo.com/en/workflows/litgpt-fine-tune-deploy-ai-models-simply-cd28bce4","target":"codex"},"sbom":{"asset_kind":"prompt","asset_title":"LitGPT — Fine-Tune and Deploy AI Models Simply","asset_uuid":"cd28bce4-e8ac-4e69-b06d-e580e7d33f75","capability_flags":{"destructive":false,"executes_code":false,"modifies_global_config":false,"network_access":false,"requires_secrets":[]},"content_hash":"01aec1e084dc894b937d659619e1d76b812bc775c9a84340f6a12f85cbd89357","dependencies":{"brew":[],"mcp":[],"npm":[],"pip":[],"system":[]},"files":[{"bytes":4388,"path":"~/.codex/skills/tokrepo-litgpt-fine-tune-deploy-ai-models-simply-cd28bce4/SKILL.md","role":"entrypoint","sha256":"1ad0743b44616f53538fa3dd23b4cfbd3021575d8b02eadd25b3d72a93a6f27a","source_name":"LitGPT — Fine-Tune and Deploy AI Models Simply"}],"format":"SBOM-lite","install_mode":"single","schema_version":1,"target":"codex"},"signature_evidence":{"content_hash":"01aec1e084dc894b937d659619e1d76b812bc775c9a84340f6a12f85cbd89357","hash_algorithm":"sha256","install_plan_hash":"c126bdaefcdf27c53f9e121c27b58c035e0252e20b5e10ab38d8f08f7520bfad","schema_version":1,"signed_hash":"03f8d9f31b41db5cca5629b4d9e484495167422f6152501f589215075eb441da","status":"hash_only","verification_notes":["hash_only evidence proves content integrity but not publisher identity unless an external signature verifies it"]},"provenance_v2":{"asset_kind":"prompt","asset_title":"LitGPT — Fine-Tune and Deploy AI Models Simply","asset_uuid":"cd28bce4-e8ac-4e69-b06d-e580e7d33f75","computed_bundle_hash":"01aec1e084dc894b937d659619e1d76b812bc775c9a84340f6a12f85cbd89357","content_hash":"03f8d9f31b41db5cca5629b4d9e484495167422f6152501f589215075eb441da","created_at":"2026-04-08 14:13:28","generated_at":"2026-06-13T23:35:10Z","install_plan_hash":"c126bdaefcdf27c53f9e121c27b58c035e0252e20b5e10ab38d8f08f7520bfad","owner_name":"Prompt Lab","owner_uuid":"8a9109f5-3180-11f1-9bc6-00163e2b0d79","parent_uuid":"","schema_version":2,"source":"tokrepo_asset","source_url":"https://tokrepo.com/en/workflows/litgpt-fine-tune-deploy-ai-models-simply-cd28bce4","updated_at":"2026-06-14 07:35:09","visibility":1},"transitive_dependencies":null}}