{"schema_version":1,"workflow_uuid":"0f42114c-470d-11f1-9bc6-00163e2b0d79","workflow_title":"MNN — Blazing-Fast On-Device AI Inference by Alibaba","page_url":"https://tokrepo.com/en/workflows/mnn-blazing-fast-device-ai-inference-alibaba-0f42114c","raw_url":"https://tokrepo.com/raw/mnn-blazing-fast-device-ai-inference-alibaba-0f42114c","metadata_url":"https://tokrepo.com/metadata/mnn-blazing-fast-device-ai-inference-alibaba-0f42114c.json","install_plan_url":"https://api.tokrepo.com/api/v1/tokenboard/workflows/install-plan?uuid=0f42114c-470d-11f1-9bc6-00163e2b0d79&target=codex","agent_metadata":{"asset_kind":"skill","target_tools":["claude_code","codex","gemini_cli"],"install_mode":"single","entrypoint":"MNN Edge Inference","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":"765fc37ec48925130bbc04d7764a4c35bd3c4208448c400e59203bdb3e1f675d","verification":{"commands":[],"expected_files":["MNN Edge Inference"]}},"agent_fit":{"target":"codex","score":98,"status":"native","policy":"allow","why":["target_tools includes codex","asset_kind skill","install_mode single","markdown-only","policy allow","safe markdown-only Codex install","trust established"],"asset_kind":"skill","install_mode":"single"},"trust":{"author_trust_level":"established","verified_publisher":false,"asset_signed_hash":"765fc37ec48925130bbc04d7764a4c35bd3c4208448c400e59203bdb3e1f675d","signature_status":"hash_only","install_count":0,"report_count":0,"dangerous_capability_badges":[],"review_status":"unreviewed","signals":["author has published assets","content hash available","no dangerous capability badges"]},"provenance":{"owner_uuid":"8a910e34-3180-11f1-9bc6-00163e2b0d79","owner_name":"Script Depot","source_url":"https://tokrepo.com/en/workflows/mnn-blazing-fast-device-ai-inference-alibaba-0f42114c","content_hash":"765fc37ec48925130bbc04d7764a4c35bd3c4208448c400e59203bdb3e1f675d","visibility":1,"created_at":"2026-05-04 00:28:04","updated_at":"2026-05-23 13:06:52"},"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/0f42114c-470d-11f1-9bc6-00163e2b0d79","install_modes":["single","bundle","split","stage_only"],"activates_files":true},"install_plan":{"schema_version":2,"target":"codex","asset_uuid":"0f42114c-470d-11f1-9bc6-00163e2b0d79","asset_title":"MNN — Blazing-Fast On-Device AI Inference by Alibaba","source_url":"https://tokrepo.com/en/workflows/mnn-blazing-fast-device-ai-inference-alibaba-0f42114c","install_mode":"single","entrypoint":"MNN Edge Inference","preconditions":[{"type":"target_supported","status":"pass","message":"codex install target is supported"},{"type":"install_root","status":"pass","message":"~/.codex/skills for activated skills; ~/.codex/tokrepo/staged 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":"pass","message":"allow for 0f42114c-470d-11f1-9bc6-00163e2b0d79 (single)"}],"actions":[{"type":"write_file","path":"~/.codex/skills/tokrepo-mnn-blazing-fast-device-ai-inference-alibaba-0f42114c/SKILL.md","source_name":"MNN Edge Inference","sha256":"105b27a1053dc288e210389a865f8946b38519a1a86fed5960393eb362b7fa9b","bytes":3803,"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-mnn-blazing-fast-device-ai-inference-alibaba-0f42114c/SKILL.md"}],"post_verify":[{"type":"file_sha256","path":"~/.codex/skills/tokrepo-mnn-blazing-fast-device-ai-inference-alibaba-0f42114c/SKILL.md","sha256":"105b27a1053dc288e210389a865f8946b38519a1a86fed5960393eb362b7fa9b"}],"metadata":{"asset_kind":"skill","target_tools":["claude_code","codex","gemini_cli"],"install_mode":"single","entrypoint":"MNN Edge Inference","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":"765fc37ec48925130bbc04d7764a4c35bd3c4208448c400e59203bdb3e1f675d","verification":{"commands":[],"expected_files":["MNN Edge Inference"]}},"agent_fit":{"target":"codex","score":98,"status":"native","policy":"allow","why":["target_tools includes codex","asset_kind skill","install_mode single","markdown-only","policy allow","safe markdown-only Codex install","trust established"],"asset_kind":"skill","install_mode":"single"},"trust":{"author_trust_level":"established","verified_publisher":false,"asset_signed_hash":"765fc37ec48925130bbc04d7764a4c35bd3c4208448c400e59203bdb3e1f675d","signature_status":"hash_only","install_count":0,"report_count":0,"dangerous_capability_badges":[],"review_status":"unreviewed","signals":["author has published assets","content hash available","no dangerous capability badges"]},"provenance":{"owner_uuid":"8a910e34-3180-11f1-9bc6-00163e2b0d79","owner_name":"Script Depot","source_url":"https://tokrepo.com/en/workflows/mnn-blazing-fast-device-ai-inference-alibaba-0f42114c","content_hash":"765fc37ec48925130bbc04d7764a4c35bd3c4208448c400e59203bdb3e1f675d","visibility":1,"created_at":"2026-05-04 00:28:04","updated_at":"2026-05-23 13:06:52"},"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/0f42114c-470d-11f1-9bc6-00163e2b0d79","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":"MNN — Blazing-Fast On-Device AI Inference by Alibaba","asset_uuid":"0f42114c-470d-11f1-9bc6-00163e2b0d79","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":"2026-05-23T05:07:32Z","integrity":{"content_hash":"765fc37ec48925130bbc04d7764a4c35bd3c4208448c400e59203bdb3e1f675d","declared_content_hash":"765fc37ec48925130bbc04d7764a4c35bd3c4208448c400e59203bdb3e1f675d","file_count":1,"hash_algorithm":"sha256","install_plan_hash":"7470ea1e4a87a298d8bfea01de006c35f77d703c85394f9cfcbbeb562bdd8f95"},"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":"skill","asset_title":"MNN — Blazing-Fast On-Device AI Inference by Alibaba","asset_uuid":"0f42114c-470d-11f1-9bc6-00163e2b0d79","computed_bundle_hash":"765fc37ec48925130bbc04d7764a4c35bd3c4208448c400e59203bdb3e1f675d","content_hash":"765fc37ec48925130bbc04d7764a4c35bd3c4208448c400e59203bdb3e1f675d","created_at":"2026-05-04 00:28:04","generated_at":"2026-05-23T05:07:32Z","install_plan_hash":"7470ea1e4a87a298d8bfea01de006c35f77d703c85394f9cfcbbeb562bdd8f95","owner_name":"Script Depot","owner_uuid":"8a910e34-3180-11f1-9bc6-00163e2b0d79","parent_uuid":"","schema_version":2,"source":"tokrepo_asset","source_url":"https://tokrepo.com/en/workflows/mnn-blazing-fast-device-ai-inference-alibaba-0f42114c","updated_at":"2026-05-23 13:06:52","visibility":1},"sbom":{"asset_kind":"skill","asset_title":"MNN — Blazing-Fast On-Device AI Inference by Alibaba","asset_uuid":"0f42114c-470d-11f1-9bc6-00163e2b0d79","capability_flags":{"destructive":false,"executes_code":false,"modifies_global_config":false,"network_access":false,"requires_secrets":[]},"content_hash":"765fc37ec48925130bbc04d7764a4c35bd3c4208448c400e59203bdb3e1f675d","dependencies":{"brew":[],"mcp":[],"npm":[],"pip":[],"system":[]},"files":[{"bytes":3803,"path":"~/.codex/skills/tokrepo-mnn-blazing-fast-device-ai-inference-alibaba-0f42114c/SKILL.md","role":"entrypoint","sha256":"105b27a1053dc288e210389a865f8946b38519a1a86fed5960393eb362b7fa9b","source_name":"MNN Edge 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":"765fc37ec48925130bbc04d7764a4c35bd3c4208448c400e59203bdb3e1f675d","hash_algorithm":"sha256","install_plan_hash":"7470ea1e4a87a298d8bfea01de006c35f77d703c85394f9cfcbbeb562bdd8f95","schema_version":1,"signed_hash":"765fc37ec48925130bbc04d7764a4c35bd3c4208448c400e59203bdb3e1f675d","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/mnn-blazing-fast-device-ai-inference-alibaba-0f42114c","target":"codex"},"sbom":{"asset_kind":"skill","asset_title":"MNN — Blazing-Fast On-Device AI Inference by Alibaba","asset_uuid":"0f42114c-470d-11f1-9bc6-00163e2b0d79","capability_flags":{"destructive":false,"executes_code":false,"modifies_global_config":false,"network_access":false,"requires_secrets":[]},"content_hash":"765fc37ec48925130bbc04d7764a4c35bd3c4208448c400e59203bdb3e1f675d","dependencies":{"brew":[],"mcp":[],"npm":[],"pip":[],"system":[]},"files":[{"bytes":3803,"path":"~/.codex/skills/tokrepo-mnn-blazing-fast-device-ai-inference-alibaba-0f42114c/SKILL.md","role":"entrypoint","sha256":"105b27a1053dc288e210389a865f8946b38519a1a86fed5960393eb362b7fa9b","source_name":"MNN Edge Inference"}],"format":"SBOM-lite","install_mode":"single","schema_version":1,"target":"codex"},"signature_evidence":{"content_hash":"765fc37ec48925130bbc04d7764a4c35bd3c4208448c400e59203bdb3e1f675d","hash_algorithm":"sha256","install_plan_hash":"7470ea1e4a87a298d8bfea01de006c35f77d703c85394f9cfcbbeb562bdd8f95","schema_version":1,"signed_hash":"765fc37ec48925130bbc04d7764a4c35bd3c4208448c400e59203bdb3e1f675d","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":"MNN — Blazing-Fast On-Device AI Inference by Alibaba","asset_uuid":"0f42114c-470d-11f1-9bc6-00163e2b0d79","computed_bundle_hash":"765fc37ec48925130bbc04d7764a4c35bd3c4208448c400e59203bdb3e1f675d","content_hash":"765fc37ec48925130bbc04d7764a4c35bd3c4208448c400e59203bdb3e1f675d","created_at":"2026-05-04 00:28:04","generated_at":"2026-05-23T05:07:32Z","install_plan_hash":"7470ea1e4a87a298d8bfea01de006c35f77d703c85394f9cfcbbeb562bdd8f95","owner_name":"Script Depot","owner_uuid":"8a910e34-3180-11f1-9bc6-00163e2b0d79","parent_uuid":"","schema_version":2,"source":"tokrepo_asset","source_url":"https://tokrepo.com/en/workflows/mnn-blazing-fast-device-ai-inference-alibaba-0f42114c","updated_at":"2026-05-23 13:06:52","visibility":1},"transitive_dependencies":null}}