{ "name": "zilliz — 22 skills", "slug": "source-skills-fb7bb1e1c153910a1a00ddae", "type": "skills", "category": "developer-tools", "example": false, "evidence_state": "pinned_source_listing", "stamp": "Pinned source listing — machine-checked", "summary": "Pinned source declarations and file hashes were listed.", "outcome": "Listed 22 skill declarations. Ran 45 git commands; each one's exit status and output hash is in commands.json. Scope: acquisition and static inspection.", "rule_results": [ "The retained source tree matches its acquisition manifest.", "Declared skill names (listing.json): acl; ask-zilliz; backup; billing; cluster; collection; database; diagnose; external-collection; import; index; job; monitoring; on-demand-cluster; partition; privatelink; project-region; quickstart; setup; status; user-role; vector" ], "task": "What declarations and files are present in this pinned source?", "setup": "Git blob acquisition followed by static source inspection.", "limitations": "Scope: acquisition and static inspection. Command results: commands.json.", "source_url": "https://github.com/zilliztech/zilliz-plugin.git", "documentation_url": "https://github.com/zilliztech/zilliz-plugin.git", "commit": "35c86c000c91abb35f3eeed5cca15ebd69cba4d5", "tree_sha256": "9a35aa61751e609a4044a2218d418d733e33457c4908c50aab4999f96c9c387a", "file_sha256": { "plugins/zilliz/.claude-plugin/plugin.json": "0eb8b554198c1a2798c6129d0699c9e4d131a5e333729339c6d18e730b7ded7f", "plugins/zilliz/.codex-plugin/plugin.json": "2ff96e212f26f5652793a420b0d081b2e07ece65cc3976208f4c1f4370e9f3bc", "plugins/zilliz/commands/quickstart.md": "ddfab5b4a116fda1ed06b905223a455bf20e7056d415ea7246168327f8a9fb09", "plugins/zilliz/commands/status.md": "b3abe2b0e337eaa0699d1418a43143b0e96f2be657d5038f9b29fd99250cc994", "plugins/zilliz/skills/acl/SKILL.md": "e706d994e7b4333107d24d3ce9bcadc683fdc8145a0108dad9e00432362a83d5", "plugins/zilliz/skills/ask-zilliz/SKILL.md": "faa6c6c86afb69c5828033e8a598124015683cb95ef0ce69eac3b58c9df42481", 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"f9a4003a9dd4e6e5d1164fdc8d062b6c24082b85a87fd7d3e9e40cf06b19b08c", "plugins/zilliz/skills/billing/SKILL.md": "584677bc71619b6a92530d0ffabf19856d32cb0c7c97bc79977c1056939ef060", "plugins/zilliz/skills/cluster/SKILL.md": "4384cc0d99c24404dbe04fa7a164d15fd20972642409cc002ab6deb67ecf2145", "plugins/zilliz/skills/collection/SKILL.md": "9833b802b1986c8a020dc025d6dead169e470e089832095f1a12cf2c48eaeacd", "plugins/zilliz/skills/database/SKILL.md": "70d25f88bd0245064e64965503587a33f4c8622dbb4fbd7d8d3238439da358b1", "plugins/zilliz/skills/diagnose/SKILL.md": "fa6e4c6819323221cc4fcbd8d87437ff984810c9c8dd2e237851d51c55d006a9", "plugins/zilliz/skills/external-collection/SKILL.md": "d2a8f54148b27af9850e602f0057cc324af0e47c0609e70b64ab7479dc829fb5", "plugins/zilliz/skills/import/SKILL.md": "7dbd3630fc4dd298e3b6014569b2f0693becc74d1753450968430538f2629ce8", "plugins/zilliz/skills/index/SKILL.md": "d650626c1b4a268db18e1b613053882c6128c823bca3c0faaafd40f8f6549dab", "plugins/zilliz/skills/job/SKILL.md": "f4eae7630a480840cc8b3b115718605a0332222f2a836d163c8819809cece09d", "plugins/zilliz/skills/monitoring/SKILL.md": "4c490426ea813dfa928f662a13d6c64088696085ec7627ef4ef2cc3b864cb51a", "plugins/zilliz/skills/on-demand-cluster/SKILL.md": "2e725d4a49a9730c19b67b9ca53f4b44bf5dd347afc4ba0e0cf1292353760a70", "plugins/zilliz/skills/partition/SKILL.md": "d0d4c15f07a1fee85c2673f47e498e1eb72ba4cb5fa33e5cc05c52a362a87ef7", "plugins/zilliz/skills/privatelink/SKILL.md": "ba461aaf0af44db851b44f9ec6b5b77a9096b1ac66d8746caa7605fd8aff0988", "plugins/zilliz/skills/project-region/SKILL.md": "092fed67cc95e07e0e6f718197ab33e70fcebc21c1a0e1a7f5ce0be0ce0daf95", "plugins/zilliz/skills/quickstart/SKILL.md": "4045bd4d205d8ccf7301efde762748544ec1c5294506b9be9cd88e4fb2da76e5", "plugins/zilliz/skills/setup/SKILL.md": "fed97bcfae5fa0d31d0c81aa4faa9933c4aa8d14448aeae5e06881244b677e3e", "plugins/zilliz/skills/status/SKILL.md": "e3eeac67ec947deab239a27acce79d609bb8e4ebf63c0ef16180efb49940de30", "plugins/zilliz/skills/user-role/SKILL.md": "9ef58faa681ccc123f32ac99b876d645e65abf482ab1583145cbc9e163924926", "plugins/zilliz/skills/vector/SKILL.md": "f530379e62d1858e2c8de3f57829b1840066bb690c8342599c38223fb01ad1f2" }, "lockfiles": [ "LOCK.json" ], "utc_date": "2026-10-20T00:19:20Z", "source_date": "2026-10-16", "discovered_date": "2026-10-16", "retested_date": "2026-10-20", "reviewed_date": "2026-10-20", "published_date": "2026-10-20", "modified_date": "2026-10-20", "reviewer": "machine pipeline", "harness_version": "toolwitness harness at commit 80347ac5c68b1268b011b015a8797984151a16e7", "claude_code_version": "Not applicable: static source inspection (commands.json).", "model_id": "Not applicable: static source inspection (commands.json).", "scanner_version": "Not applicable: static source inspection.", "rulepack_version": "Not applicable: static source inspection.", "agents": [], "disclaimer": "This record lists declarations and file hashes from a pinned source tree. Git command results from acquisition and static inspection are retained in commands.json. Scope: acquisition and static inspection. It is not a security or quality verdict. Changed bytes are outside this record.", "commands": [ "Ran 45 git commands; each one's exit status and output hash is in commands.json. Scope: acquisition and static inspection." ], "prompt_list": [ "Not applicable: static source inspection (commands.json)." ], "history": [ "2026-10-20T00:19:20Z: pinned source inspection" ], "application": { "name": "zilliz — 22 skills", "softwareVersion": "35c86c000c91abb35f3eeed5cca15ebd69cba4d5", "applicationCategory": "DeveloperApplication", "operatingSystem": "Not exercised" }, "artifacts": { "transcript": "Ran 45 git commands; each one's exit status and output hash is in commands.json. Scope: acquisition and static inspection.", "sinkhole_log": "Not applicable: static source inspection (commands.json).", "canary_log": "Not applicable: static source inspection (commands.json).", "scanner_output": "Not applicable: static source inspection (commands.json).", "normalized_text": "{\n \"listing\": {\n \"skills\": [\n {\n \"path\": \"plugins/zilliz/skills/acl/SKILL.md\",\n \"name\": \"acl\",\n \"description\": \"Use when the user wants to manage Zilliz Cloud access control -- custom org or project roles and their policies, granting or revoking a role for an organization member, or binding roles to a SCIM user group. This is cloud-level RBAC over organizations, projects, and clusters -- for database users and privileges inside Milvus see the user-role skill.\",\n \"files\": {\n \"plugins/zilliz/skills/acl/SKILL.md\": \"e706d994e7b4333107d24d3ce9bcadc683fdc8145a0108dad9e00432362a83d5\"\n }\n },\n {\n \"path\": \"plugins/zilliz/skills/ask-zilliz/SKILL.md\",\n \"name\": \"ask-zilliz\",\n \"description\": \"Zilliz Cloud onboarding and usage assistant. Helps users understand Zilliz Cloud, choose the right plan, estimate costs, write code, debug issues, and adopt new features like Functions, Volumes, and Global Clusters.\\n\\nUse this skill whenever the user asks about Zilliz Cloud — including plan selection, pricing, cost estimation, capacity planning, cluster configuration, SDK usage, schema design, search patterns, migration, troubleshooting, MCP server setup, Terraform, auto-scaling, metrics/alerts, backup/restore, or any \\\"how do I do X with Zilliz Cloud\\\" question. Also trigger when the user mentions keywords like: \\\"Zilliz\\\", \\\"zilliz cloud\\\", \\\"vector database\\\", \\\"which plan\\\", \\\"serverless vs dedicated\\\", \\\"CU\\\", \\\"vCU\\\", \\\"Milvus cloud\\\", \\\"pymilvus\\\", \\\"collection\\\", \\\"embedding function\\\", \\\"hybrid search\\\", \\\"rerank\\\", \\\"BM25\\\", \\\"global cluster\\\", \\\"BYOC\\\", \\\"tiered storage\\\", \\\"volume\\\", \\\"data import\\\", \\\"MCP server\\\", \\\"partition key\\\", or error messages from Zilliz Cloud.\\n\",\n \"files\": {\n \"plugins/zilliz/skills/ask-zilliz/SKILL.md\": \"faa6c6c86afb69c5828033e8a598124015683cb95ef0ce69eac3b58c9df42481\",\n \"plugins/zilliz/skills/ask-zilliz/references/api-patterns.md\": \"c15181204063e59ef778360dc700a9b789e6ae7007b6c46825c18d0e5534c154\",\n \"plugins/zilliz/skills/ask-zilliz/references/auto-scaling.md\": \"6e35030b076f86b722c3796941e716c40d428e0a746b8f82c9123f2d8f4f197c\",\n \"plugins/zilliz/skills/ask-zilliz/references/cloud-regions.md\": \"56f40a1ac7c01a75e2fd05191000b3827360b47e653324411aa3da51adc6f521\",\n \"plugins/zilliz/skills/ask-zilliz/references/cluster-selection.md\": \"2c1e340656df7262ab5aae7cc37241e362bc0daac706e968609a44830c23ab35\",\n \"plugins/zilliz/skills/ask-zilliz/references/critical-operations.md\": \"e6ec8f12eed395fbd4901b184ea9d66952e66e47efab9fecf350a8773156d95f\",\n \"plugins/zilliz/skills/ask-zilliz/references/developer-guide.md\": \"b97ef51c858f5fe667ec35b3b7bbc5f9ae6a3f43c0f3034123bb9d4e89fbebb1\",\n \"plugins/zilliz/skills/ask-zilliz/references/enterprise-features.md\": \"85769fbf08dc3d975e866d26afae3c1467f9375a645296c1649f2242ae1b46b2\",\n \"plugins/zilliz/skills/ask-zilliz/references/functions-model-inference.md\": \"43c729b98c3943b21152172a2bdc6b00d2dd7738c27fe19ddc499a2c60022bb2\",\n \"plugins/zilliz/skills/ask-zilliz/references/global-cluster.md\": \"a571561d6d77bdd5f67040842b258949c930f515fadbe7070f6a447f6cb73b1f\",\n \"plugins/zilliz/skills/ask-zilliz/references/limits-and-quotas.md\": \"226268379ce83513f0aac83e6598563f78fa923f467ccca5a437f66aeb8b58da\",\n \"plugins/zilliz/skills/ask-zilliz/references/milvus-26-features.md\": \"82aacfb2757e154a3b616fb7987a2447d82e6bc5e513accbe9a8fcd9325dd624\",\n \"plugins/zilliz/skills/ask-zilliz/references/milvus-cli.md\": \"6f0e9979bcba04a29e848103ac05a78a034a71ac30c8ff05926b89ee39bc22ed\",\n \"plugins/zilliz/skills/ask-zilliz/references/pricing.md\": \"8a68dd0b588d886e0ec83ec1a607055430348d0da929c5a8c45202176b5ab0e0\",\n \"plugins/zilliz/skills/ask-zilliz/references/volume.md\": \"0f150b1d11031f6932051a1ea3a5b940fe784dc076776cb5171fb64d89210aa7\"\n }\n },\n {\n \"path\": \"plugins/zilliz/skills/backup/SKILL.md\",\n \"name\": \"backup\",\n \"description\": \"Use when the user wants to create, list, describe, delete, export, or restore backups, or manage backup policies on Zilliz Cloud.\",\n \"files\": {\n \"plugins/zilliz/skills/backup/SKILL.md\": \"f9a4003a9dd4e6e5d1164fdc8d062b6c24082b85a87fd7d3e9e40cf06b19b08c\"\n }\n },\n {\n \"path\": \"plugins/zilliz/skills/billing/SKILL.md\",\n \"name\": \"billing\",\n \"description\": \"Use when the user wants to check usage, view invoices, or manage payment methods on Zilliz Cloud.\",\n \"files\": {\n \"plugins/zilliz/skills/billing/SKILL.md\": \"584677bc71619b6a92530d0ffabf19856d32cb0c7c97bc79977c1056939ef060\"\n }\n },\n {\n \"path\": \"plugins/zilliz/skills/cluster/SKILL.md\",\n \"name\": \"cluster\",\n \"description\": \"Use when the user wants to create, list, describe, delete, suspend, resume, or modify Zilliz Cloud clusters.\",\n \"files\": {\n \"plugins/zilliz/skills/cluster/SKILL.md\": \"4384cc0d99c24404dbe04fa7a164d15fd20972642409cc002ab6deb67ecf2145\"\n }\n },\n {\n \"path\": \"plugins/zilliz/skills/collection/SKILL.md\",\n \"name\": \"collection\",\n \"description\": \"Use when the user wants to create, list, describe, drop, rename, load, release, or manage collections and collection aliases in Milvus.\",\n \"files\": {\n \"plugins/zilliz/skills/collection/SKILL.md\": \"9833b802b1986c8a020dc025d6dead169e470e089832095f1a12cf2c48eaeacd\"\n }\n },\n {\n \"path\": \"plugins/zilliz/skills/database/SKILL.md\",\n \"name\": \"database\",\n \"description\": \"Use when the user wants to create, list, describe, or drop databases in Milvus.\",\n \"files\": {\n \"plugins/zilliz/skills/database/SKILL.md\": \"70d25f88bd0245064e64965503587a33f4c8622dbb4fbd7d8d3238439da358b1\"\n }\n },\n {\n \"path\": \"plugins/zilliz/skills/diagnose/SKILL.md\",\n \"name\": \"diagnose\",\n \"description\": \"Use when the user reports that a Zilliz Cloud cluster or Milvus collection is unhealthy, slow, stuck, returning errors, hitting quotas, or otherwise misbehaving — or when they ask \\\"what's wrong with...\\\", \\\"why is ... slow\\\", \\\"diagnose ...\\\", \\\"troubleshoot ...\\\".\",\n \"files\": {\n \"plugins/zilliz/skills/diagnose/SKILL.md\": \"fa6e4c6819323221cc4fcbd8d87437ff984810c9c8dd2e237851d51c55d006a9\"\n }\n },\n {\n \"path\": \"plugins/zilliz/skills/external-collection/SKILL.md\",\n \"name\": \"external-collection\",\n \"description\": \"Use when the user wants to trigger, describe, or list refresh jobs for an external collection (a collection backed by an external data source such as Vector Lake). Note this is the data-plane refresh workflow, not collection CRUD -- for create/drop/load see the collection skill.\",\n \"files\": {\n \"plugins/zilliz/skills/external-collection/SKILL.md\": \"d2a8f54148b27af9850e602f0057cc324af0e47c0609e70b64ab7479dc829fb5\"\n }\n },\n {\n \"path\": \"plugins/zilliz/skills/import/SKILL.md\",\n \"name\": \"import\",\n \"description\": \"Use when the user wants to import bulk data into a Milvus collection via Zilliz Cloud import jobs, or manage import stages (pre-uploaded file holders that import jobs reference).\",\n \"files\": {\n \"plugins/zilliz/skills/import/SKILL.md\": \"7dbd3630fc4dd298e3b6014569b2f0693becc74d1753450968430538f2629ce8\"\n }\n },\n {\n \"path\": \"plugins/zilliz/skills/index/SKILL.md\",\n \"name\": \"index\",\n \"description\": \"Use when the user wants to create, list, describe, or drop indexes on Milvus collections.\",\n \"files\": {\n \"plugins/zilliz/skills/index/SKILL.md\": \"d650626c1b4a268db18e1b613053882c6128c823bca3c0faaafd40f8f6549dab\"\n }\n },\n {\n \"path\": \"plugins/zilliz/skills/job/SKILL.md\",\n \"name\": \"job\",\n \"description\": \"Use when the user wants to check the status of an async Cloud Job (backup, restore, migration, import, or clone). Also use when the user wants to wait for a long-running operation to complete.\",\n \"files\": {\n \"plugins/zilliz/skills/job/SKILL.md\": \"f4eae7630a480840cc8b3b115718605a0332222f2a836d163c8819809cece09d\"\n }\n },\n {\n \"path\": \"plugins/zilliz/skills/monitoring/SKILL.md\",\n \"name\": \"monitoring\",\n \"description\": \"Use when the user wants to check cluster status, collection statistics, load states, or get an overview of their Zilliz Cloud resources.\",\n \"files\": {\n \"plugins/zilliz/skills/monitoring/SKILL.md\": \"4c490426ea813dfa928f662a13d6c64088696085ec7627ef4ef2cc3b864cb51a\"\n }\n },\n {\n \"path\": \"plugins/zilliz/skills/on-demand-cluster/SKILL.md\",\n \"name\": \"on-demand-cluster\",\n \"description\": \"Use when the user wants to create, list, describe, or delete an on-demand (Vector Lake / VectorLake) cluster. On-demand clusters auto-suspend after an idle TTL and are intended for ad-hoc query workloads against a Vector Lake.\",\n \"files\": {\n \"plugins/zilliz/skills/on-demand-cluster/SKILL.md\": \"2e725d4a49a9730c19b67b9ca53f4b44bf5dd347afc4ba0e0cf1292353760a70\"\n }\n },\n {\n \"path\": \"plugins/zilliz/skills/partition/SKILL.md\",\n \"name\": \"partition\",\n \"description\": \"Use when the user wants to create, list, load, release, or drop partitions in a Milvus collection.\",\n \"files\": {\n \"plugins/zilliz/skills/partition/SKILL.md\": \"d0d4c15f07a1fee85c2673f47e498e1eb72ba4cb5fa33e5cc05c52a362a87ef7\"\n }\n },\n {\n \"path\": \"plugins/zilliz/skills/privatelink/SKILL.md\",\n \"name\": \"privatelink\",\n \"description\": \"Use when the user wants to list available PrivateLink endpoint services, list/create/delete PrivateLink endpoints for a project, or manage the endpoint whitelist on Zilliz Cloud.\",\n \"files\": {\n \"plugins/zilliz/skills/privatelink/SKILL.md\": \"ba461aaf0af44db851b44f9ec6b5b77a9096b1ac66d8746caa7605fd8aff0988\"\n }\n },\n {\n \"path\": \"plugins/zilliz/skills/project-region/SKILL.md\",\n \"name\": \"project-region\",\n \"description\": \"Use when the user wants to manage Zilliz Cloud projects or storage volumes. For cloud regions and providers, see the cluster skill.\",\n \"files\": {\n \"plugins/zilliz/skills/project-region/SKILL.md\": \"092fed67cc95e07e0e6f718197ab33e70fcebc21c1a0e1a7f5ce0be0ce0daf95\"\n }\n },\n {\n \"path\": \"plugins/zilliz/skills/quickstart/SKILL.md\",\n \"name\": \"quickstart\",\n \"description\": \"Use when the user wants to set up, install, authenticate, or configure the Zilliz Cloud CLI and cluster context for the first time (one-shot onboarding).\",\n \"files\": {\n \"plugins/zilliz/skills/quickstart/SKILL.md\": \"4045bd4d205d8ccf7301efde762748544ec1c5294506b9be9cd88e4fb2da76e5\"\n }\n },\n {\n \"path\": \"plugins/zilliz/skills/setup/SKILL.md\",\n \"name\": \"setup\",\n \"description\": \"Use when the user needs to install zilliz-cli, log in to Zilliz Cloud, configure credentials, or set the active cluster context. Also use when any other skill reports a missing prerequisite.\",\n \"files\": {\n \"plugins/zilliz/skills/setup/SKILL.md\": \"fed97bcfae5fa0d31d0c81aa4faa9933c4aa8d14448aeae5e06881244b677e3e\"\n }\n },\n {\n \"path\": \"plugins/zilliz/skills/status/SKILL.md\",\n \"name\": \"status\",\n \"description\": \"Use when the user wants a comprehensive overview of their current Zilliz Cloud environment — context, cluster details, databases, and collections with stats.\",\n \"files\": {\n \"plugins/zilliz/skills/status/SKILL.md\": \"e3eeac67ec947deab239a27acce79d609bb8e4ebf63c0ef16180efb49940de30\"\n }\n },\n {\n \"path\": \"plugins/zilliz/skills/user-role/SKILL.md\",\n \"name\": \"user-role\",\n \"description\": \"Use when the user wants to manage database users, roles, passwords, or access privileges in Milvus.\",\n \"files\": {\n \"plugins/zilliz/skills/user-role/SKILL.md\": \"9ef58faa681ccc123f32ac99b876d645e65abf482ab1583145cbc9e163924926\"\n }\n },\n {\n \"path\": \"plugins/zilliz/skills/vector/SKILL.md\",\n \"name\": \"vector\",\n \"description\": \"Use when the user wants to search, query, insert, upsert, get, or delete vectors in a Milvus collection.\",\n \"files\": {\n \"plugins/zilliz/skills/vector/SKILL.md\": \"f530379e62d1858e2c8de3f57829b1840066bb690c8342599c38223fb01ad1f2\"\n }\n }\n ],\n \"hooks\": [],\n \"executions\": []\n }\n}" }, "review_input": { "identity_artifact": "identity.json", "evidence_sha256": { "LOCK.json": "9e6ffdaf20e218ff364013f2693581b7462f20c2dcabded0e9686e4e723b998c", "commands.json": "415a146ccbc3e15b5eec777f707efc6ad90dba866213947d21ff759493c840b3", "complete.json": "91b504b43905fdc009504d516c45eea831f39a1995b9e7d69987c9756c936d6f", "identity.json": "b861326c43abaca2ad170488f020e4f622c414a92241dadaca6287508eaea6b9", "listing.json": "1304e3be233b83894ff089376ff1204fb7e85858c5cf9fd0825a86c03cec4ba8", "selection.json": "0ee6cf5e2f4ac80ffc4bfc9e72e290a9fb8ed9071f6f87aa9ccbfb1f0280b786" }, "claims": [ { "id": "acquired", "field": "summary", "text": "Pinned source declarations and file hashes were listed.", "sources": [ "LOCK.json", "listing.json", "commands.json" ] }, { "id": "listed", "field": "outcome", "text": "Listed 22 skill declarations. Ran 45 git commands; each one's exit status and output hash is in commands.json. Scope: acquisition and static inspection.", "sources": [ "LOCK.json", "listing.json", "commands.json" ] }, { "id": "tree", "field": "rule_results.0", "text": "The retained source tree matches its acquisition manifest.", "sources": [ "LOCK.json", "listing.json", "commands.json" ] }, { "id": "declared", "field": "rule_results.1", "text": "Declared skill names (listing.json): acl; ask-zilliz; backup; billing; cluster; collection; database; diagnose; external-collection; import; index; job; monitoring; on-demand-cluster; partition; privatelink; project-region; quickstart; setup; status; user-role; vector", "sources": [ "LOCK.json", "listing.json", "commands.json" ] } ] }, "review": { "kind": "machine-checked", "date": "2026-10-20", "reviewed_sha256": "38b33fa5c392549c2f9d32bb7c309af566ef21f63e5993d0fdfe7e02ca284e29", "gates": "4e444520166687a95acdf9d6a60f87aab54afd3d6a97151b0e65e8cb299964b3", "codex": "8843228956da8a3c5d6c80ea525bb1c467e809b77f6bd6ff31807efe2a9e4e33", "grok": "8e70a7c7f3fb8f42112e71dcda5e70dea749afdbd1f919fa812a683b7952d973", "summary": "Deterministic gates passed; every claim rebuilt from evidence with a reviewed template; Grok reported no standing refutation." } }