{"schema_version":1,"workflow_uuid":"a69b498a-76d7-4cb4-b4fd-d4006a89b5a0","workflow_title":"Unsloth — 2x Faster Local LLM Training & Inference","page_url":"https://tokrepo.com/en/workflows/unsloth-2x-faster-local-llm-training-inference-a69b498a","raw_url":"https://tokrepo.com/raw/unsloth-2x-faster-local-llm-training-inference-a69b498a","metadata_url":"https://tokrepo.com/metadata/unsloth-2x-faster-local-llm-training-inference-a69b498a.json","install_plan_url":"https://api.tokrepo.com/api/v1/tokenboard/workflows/install-plan?uuid=a69b498a-76d7-4cb4-b4fd-d4006a89b5a0&target=codex","recommended_install":{"schema_version":1,"status":"confirm","policy":"confirm","install_mode":"single","target":"codex","command":"npx -y tokrepo@latest install a69b498a-76d7-4cb4-b4fd-d4006a89b5a0 --target codex","dry_run_command":"npx -y tokrepo@latest install a69b498a-76d7-4cb4-b4fd-d4006a89b5a0 --target codex --dry-run --json","runtime_commands":{"codex":"npx -y tokrepo@latest install a69b498a-76d7-4cb4-b4fd-d4006a89b5a0 --target codex","gemini":"npx -y tokrepo@latest install a69b498a-76d7-4cb4-b4fd-d4006a89b5a0 --target gemini","project":"npx -y tokrepo@latest install a69b498a-76d7-4cb4-b4fd-d4006a89b5a0"},"prompt":"Install and make this TokRepo asset usable: \"Unsloth — 2x Faster Local LLM Training & Inference\".\n\nPage: https://tokrepo.com/en/workflows/unsloth-2x-faster-local-llm-training-inference-a69b498a\nUUID: a69b498a-76d7-4cb4-b4fd-d4006a89b5a0\nTarget adapter: codex\nPolicy/mode: confirm / single\n\nRead these machine-facing entry points first:\n- metadata: https://tokrepo.com/metadata/unsloth-2x-faster-local-llm-training-inference-a69b498a.json\n- install contract: https://tokrepo.com/install-contract/unsloth-2x-faster-local-llm-training-inference-a69b498a.json\n- install plan: https://api.tokrepo.com/api/v1/tokenboard/workflows/install-plan?uuid=a69b498a-76d7-4cb4-b4fd-d4006a89b5a0&target=codex\n- raw content: https://tokrepo.com/raw/unsloth-2x-faster-local-llm-training-inference-a69b498a\n\nCommands:\n- choose the current runtime; do not use unsupported CLI targets.\n- Codex: npx -y tokrepo@latest install a69b498a-76d7-4cb4-b4fd-d4006a89b5a0 --target codex\n- Gemini CLI: npx -y tokrepo@latest install a69b498a-76d7-4cb4-b4fd-d4006a89b5a0 --target gemini\n- Claude Code / project agent: run npx -y tokrepo@latest install a69b498a-76d7-4cb4-b4fd-d4006a89b5a0 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 writes, risks, and rollback.\n2. Confirm with the user which files or global config will change.\n3. After confirmation, run the install command and verify post_verify.\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 writes, risks, and rollback.","Confirm with the user which files or global config will change.","After confirmation, run the install command and verify post_verify."],"success_check":["The user confirmed the risk envelope.","The asset is installed or staged with rollback evidence."]},"agent_metadata":{"asset_kind":"skill","target_tools":["claude_code","codex","cursor","gemini_cli","windsurf"],"install_mode":"single","entrypoint":"Unsloth — 2x Faster Local LLM Training & Inference","risk_profile":{"executes_code":false,"modifies_global_config":false,"requires_secrets":[],"uses_absolute_paths":false,"network_access":true},"dependencies":{"npm":[],"pip":[],"brew":[],"system":[]},"content_hash":"4d5f936d395ce536af5eab32ac8898d00a65fd0dcfd08938c4354f5b00ed7690","verification":{"commands":[],"expected_files":["Unsloth — 2x Faster Local LLM Training & Inference"]}},"agent_fit":{"target":"codex","score":64,"status":"needs_confirmation","policy":"confirm","why":["target_tools includes codex","asset_kind skill","install_mode single","policy confirm","risk_profile.network_access is true","trust established"],"asset_kind":"skill","install_mode":"single"},"trust":{"author_trust_level":"established","verified_publisher":false,"asset_signed_hash":"4d5f936d395ce536af5eab32ac8898d00a65fd0dcfd08938c4354f5b00ed7690","signature_status":"hash_only","install_count":0,"report_count":0,"dangerous_capability_badges":["network_access"],"review_status":"unreviewed","signals":["asset has usage views","author has published assets","content hash available"]},"provenance":{"owner_uuid":"8a911193-3180-11f1-9bc6-00163e2b0d79","owner_name":"AI Open Source","source_url":"https://tokrepo.com/en/workflows/unsloth-2x-faster-local-llm-training-inference-a69b498a","content_hash":"4d5f936d395ce536af5eab32ac8898d00a65fd0dcfd08938c4354f5b00ed7690","visibility":1,"created_at":"2026-03-31 19:35:42","updated_at":"2026-06-14 01:44:18"},"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/a69b498a-76d7-4cb4-b4fd-d4006a89b5a0","install_modes":["single","bundle","split","stage_only"],"activates_files":true},"install_plan":{"schema_version":2,"target":"codex","asset_uuid":"a69b498a-76d7-4cb4-b4fd-d4006a89b5a0","asset_title":"Unsloth — 2x Faster Local LLM Training & Inference","source_url":"https://tokrepo.com/en/workflows/unsloth-2x-faster-local-llm-training-inference-a69b498a","install_mode":"single","entrypoint":"Unsloth — 2x Faster Local LLM Training & Inference","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/a69b498a-76d7-4cb4-b4fd-d4006a89b5a0 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 established"},{"type":"policy_decision","status":"warn","message":"confirm for a69b498a-76d7-4cb4-b4fd-d4006a89b5a0 (single)"}],"actions":[{"type":"write_file","path":"~/.codex/skills/tokrepo-unsloth-2x-faster-local-llm-training-inference-a69b498a/SKILL.md","source_name":"Unsloth — 2x Faster Local LLM Training & Inference","sha256":"7d07177bf1f8164f3343fa5819c1293cf826da8ee2f63cf729266eed3528e165","bytes":3041,"risk":{"executes_code":false,"modifies_global_config":false,"requires_secrets":[],"uses_absolute_paths":false,"network_access":true},"if_exists":"overwrite","entrypoint":true}],"policy_decision":{"decision":"confirm","requires_confirmation":true,"reasons":["risk_profile.network_access is true"]},"requires_confirmation":true,"rollback":[{"type":"remove_file","path":"~/.codex/skills/tokrepo-unsloth-2x-faster-local-llm-training-inference-a69b498a/SKILL.md"}],"post_verify":[{"type":"file_sha256","path":"~/.codex/skills/tokrepo-unsloth-2x-faster-local-llm-training-inference-a69b498a/SKILL.md","sha256":"7d07177bf1f8164f3343fa5819c1293cf826da8ee2f63cf729266eed3528e165"}],"metadata":{"asset_kind":"skill","target_tools":["claude_code","codex","cursor","gemini_cli","windsurf"],"install_mode":"single","entrypoint":"Unsloth — 2x Faster Local LLM Training & Inference","risk_profile":{"executes_code":false,"modifies_global_config":false,"requires_secrets":[],"uses_absolute_paths":false,"network_access":true},"dependencies":{"npm":[],"pip":[],"brew":[],"system":[]},"content_hash":"4d5f936d395ce536af5eab32ac8898d00a65fd0dcfd08938c4354f5b00ed7690","verification":{"commands":[],"expected_files":["Unsloth — 2x Faster Local LLM Training & Inference"]}},"agent_fit":{"target":"codex","score":64,"status":"needs_confirmation","policy":"confirm","why":["target_tools includes codex","asset_kind skill","install_mode single","policy confirm","risk_profile.network_access is true","trust established"],"asset_kind":"skill","install_mode":"single"},"trust":{"author_trust_level":"established","verified_publisher":false,"asset_signed_hash":"4d5f936d395ce536af5eab32ac8898d00a65fd0dcfd08938c4354f5b00ed7690","signature_status":"hash_only","install_count":0,"report_count":0,"dangerous_capability_badges":["network_access"],"review_status":"unreviewed","signals":["asset has usage views","author has published assets","content hash available"]},"provenance":{"owner_uuid":"8a911193-3180-11f1-9bc6-00163e2b0d79","owner_name":"AI Open Source","source_url":"https://tokrepo.com/en/workflows/unsloth-2x-faster-local-llm-training-inference-a69b498a","content_hash":"4d5f936d395ce536af5eab32ac8898d00a65fd0dcfd08938c4354f5b00ed7690","visibility":1,"created_at":"2026-03-31 19:35:42","updated_at":"2026-06-14 01:44:18"},"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/a69b498a-76d7-4cb4-b4fd-d4006a89b5a0","install_modes":["single","bundle","split","stage_only"],"activates_files":true},"evidence_bundle":{"acceptance_gate":{"recommended_action":"stage_or_request_confirmation","rule":"Agents should only activate an asset after evidence_bundle.integrity, policy_compatibility, rollback, and post_verify have been inspected.","status":"caution"},"asset_title":"Unsloth — 2x Faster Local LLM Training & Inference","asset_uuid":"a69b498a-76d7-4cb4-b4fd-d4006a89b5a0","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":"2026-06-13T17:44:19Z","integrity":{"content_hash":"138f2b8e503a77dafcfb55ba71c140a304cdcbbe2eacaa523802ba3689f5d9a6","declared_content_hash":"4d5f936d395ce536af5eab32ac8898d00a65fd0dcfd08938c4354f5b00ed7690","file_count":1,"hash_algorithm":"sha256","install_plan_hash":"b42bcc3aa3eb455a1a13420b8fd05b3981eb35c63961982d2253a320dd3bbf28"},"policy_compatibility":{"permission_envelope":{"destructive":false,"executes_code":false,"file_count":1,"filesystem_write":["~/.codex/skills"],"global_config_write":false,"network":true,"requires_secrets":[],"uses_absolute_paths":false},"policy_decision":{"decision":"confirm","requires_confirmation":true,"reasons":["risk_profile.network_access is true"]},"requires_confirmation":true,"target":"codex","trust_score_v2":{"recommended_action":"stage_or_request_confirmation","status":"caution","trust_score":60}},"provenance":{"asset_kind":"skill","asset_title":"Unsloth — 2x Faster Local LLM Training & Inference","asset_uuid":"a69b498a-76d7-4cb4-b4fd-d4006a89b5a0","computed_bundle_hash":"138f2b8e503a77dafcfb55ba71c140a304cdcbbe2eacaa523802ba3689f5d9a6","content_hash":"4d5f936d395ce536af5eab32ac8898d00a65fd0dcfd08938c4354f5b00ed7690","created_at":"2026-03-31 19:35:42","generated_at":"2026-06-13T17:44:19Z","install_plan_hash":"b42bcc3aa3eb455a1a13420b8fd05b3981eb35c63961982d2253a320dd3bbf28","owner_name":"AI Open Source","owner_uuid":"8a911193-3180-11f1-9bc6-00163e2b0d79","parent_uuid":"","schema_version":2,"source":"tokrepo_asset","source_url":"https://tokrepo.com/en/workflows/unsloth-2x-faster-local-llm-training-inference-a69b498a","updated_at":"2026-06-14 01:44:18","visibility":1},"sbom":{"asset_kind":"skill","asset_title":"Unsloth — 2x Faster Local LLM Training & Inference","asset_uuid":"a69b498a-76d7-4cb4-b4fd-d4006a89b5a0","capability_flags":{"destructive":false,"executes_code":false,"modifies_global_config":false,"network_access":true,"requires_secrets":[]},"content_hash":"138f2b8e503a77dafcfb55ba71c140a304cdcbbe2eacaa523802ba3689f5d9a6","dependencies":{"brew":[],"mcp":[],"npm":[],"pip":[],"system":[]},"files":[{"bytes":3041,"path":"~/.codex/skills/tokrepo-unsloth-2x-faster-local-llm-training-inference-a69b498a/SKILL.md","role":"entrypoint","sha256":"7d07177bf1f8164f3343fa5819c1293cf826da8ee2f63cf729266eed3528e165","source_name":"Unsloth — 2x Faster Local LLM Training & Inference"}],"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":"138f2b8e503a77dafcfb55ba71c140a304cdcbbe2eacaa523802ba3689f5d9a6","hash_algorithm":"sha256","install_plan_hash":"b42bcc3aa3eb455a1a13420b8fd05b3981eb35c63961982d2253a320dd3bbf28","schema_version":1,"signed_hash":"4d5f936d395ce536af5eab32ac8898d00a65fd0dcfd08938c4354f5b00ed7690","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/unsloth-2x-faster-local-llm-training-inference-a69b498a","target":"codex"},"sbom":{"asset_kind":"skill","asset_title":"Unsloth — 2x Faster Local LLM Training & Inference","asset_uuid":"a69b498a-76d7-4cb4-b4fd-d4006a89b5a0","capability_flags":{"destructive":false,"executes_code":false,"modifies_global_config":false,"network_access":true,"requires_secrets":[]},"content_hash":"138f2b8e503a77dafcfb55ba71c140a304cdcbbe2eacaa523802ba3689f5d9a6","dependencies":{"brew":[],"mcp":[],"npm":[],"pip":[],"system":[]},"files":[{"bytes":3041,"path":"~/.codex/skills/tokrepo-unsloth-2x-faster-local-llm-training-inference-a69b498a/SKILL.md","role":"entrypoint","sha256":"7d07177bf1f8164f3343fa5819c1293cf826da8ee2f63cf729266eed3528e165","source_name":"Unsloth — 2x Faster Local LLM Training & Inference"}],"format":"SBOM-lite","install_mode":"single","schema_version":1,"target":"codex"},"signature_evidence":{"content_hash":"138f2b8e503a77dafcfb55ba71c140a304cdcbbe2eacaa523802ba3689f5d9a6","hash_algorithm":"sha256","install_plan_hash":"b42bcc3aa3eb455a1a13420b8fd05b3981eb35c63961982d2253a320dd3bbf28","schema_version":1,"signed_hash":"4d5f936d395ce536af5eab32ac8898d00a65fd0dcfd08938c4354f5b00ed7690","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":"skill","asset_title":"Unsloth — 2x Faster Local LLM Training & Inference","asset_uuid":"a69b498a-76d7-4cb4-b4fd-d4006a89b5a0","computed_bundle_hash":"138f2b8e503a77dafcfb55ba71c140a304cdcbbe2eacaa523802ba3689f5d9a6","content_hash":"4d5f936d395ce536af5eab32ac8898d00a65fd0dcfd08938c4354f5b00ed7690","created_at":"2026-03-31 19:35:42","generated_at":"2026-06-13T17:44:19Z","install_plan_hash":"b42bcc3aa3eb455a1a13420b8fd05b3981eb35c63961982d2253a320dd3bbf28","owner_name":"AI Open Source","owner_uuid":"8a911193-3180-11f1-9bc6-00163e2b0d79","parent_uuid":"","schema_version":2,"source":"tokrepo_asset","source_url":"https://tokrepo.com/en/workflows/unsloth-2x-faster-local-llm-training-inference-a69b498a","updated_at":"2026-06-14 01:44:18","visibility":1},"transitive_dependencies":null}}