[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M7ERQJSJZMPP3ZHWF1G1PMTY":3,"skill-same:01M7ERQJSJZMPP3ZHWF1G1PMTY":48},{"skillNo":4,"name":5,"nameZh":6,"description":7,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":16,"categories":17,"keywords":18,"publishedAt":19,"linkOnly":20,"markdownContent":21,"markdownBody":22,"frontMatter":23,"refName":26,"commitSha":27,"skillDirectory":28,"forksCount":29,"repositoryHtmlUrl":30,"repositoryHomepageUrl":6,"ownerHtmlUrl":31,"ownerBlogUrl":6,"ownerDescription":32,"updatedAt":33,"install":34,"resources":47},"01M7ERQJSJZMPP3ZHWF1G1PMTY","kg-extract",null,"Extract entities and relations from source files to build a knowledge graph","lza6\u002FArmor-piercing-system-prompts","lza6","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F128880206?v=4","01M7EB3K7WPX5T28EJ2NVHE6EG","Chinese-tingfeng","01M7EB3K97E1KQ16QWKJMFNGX8",11,"MIT","https:\u002F\u002Fgithub.com\u002Flza6\u002FArmor-piercing-system-prompts\u002Fblob\u002Fmain\u002F04-安全渗透\u002Fruflo\u002Fplugins\u002Fruflo-knowledge-graph\u002Fskills\u002Fkg-extract\u002FSKILL.md",[],[],"2026-11-15 14:19:17",false,"---\nname: kg-extract\ndescription: Extract entities and relations from source files to build a knowledge graph\nargument-hint: \"\u003Cpath>\"\nallowed-tools: Read Glob Grep mcp__plugin_ruflo-core_ruflo__agentdb_hierarchical-store mcp__plugin_ruflo-core_ruflo__agentdb_causal-edge mcp__plugin_ruflo-core_ruflo__agentdb_pattern-store mcp__plugin_ruflo-core_ruflo__embeddings_generate Bash\n---\n\n# KG Extract\n\nExtract entities (classes, functions, modules, types, concepts) and their relations (imports, extends, implements, depends-on, calls) from source files, then store them as a knowledge graph in AgentDB.\n\n## When to use\n\nWhen you need to build or update a knowledge graph from source code or documentation. Useful for understanding codebase structure, dependency analysis, and impact assessment.\n\n## Steps\n\n1. **Scan files** -- use `Glob` and `Read` to enumerate and read source files at the given path\n2. **Identify entities** -- extract classes, functions, modules, types, and config references from each file\n3. **Map relations** -- for each entity, determine its relations to other entities. **Critical: TypeScript `import type` and inline `type` specifiers (`import { type Foo, bar }`) are erased at compile time and MUST NOT be counted as value imports** -- they're a separate, weaker relation. Misclassifying them produces phantom runtime cycles (see ruvnet\u002Fruflo#2049).\n   - `imports`: value imports (`import { x } from '...'`, `require(...)`) -- weight `0.9`\n   - `type-depends-on`: TypeScript type-only imports (`import type { Foo } from '...'` and `import { type Foo, value } from '...'`) -- weight `0.1`, **never used for cycle detection or runtime impact analysis**\n   - `extends`: class inheritance -- weight `0.9`\n   - `implements`: interface implementations -- weight `0.7`\n   - `depends-on`: constructor dependencies, injected services -- weight `0.8`\n   - `calls`: function\u002Fmethod invocations -- weight `0.7`\n   - `references`: documentation mentions, comments -- weight `0.3`\n\n   **Regex hint for classifying TS imports** (so a naive `from '...'` grep doesn't conflate the two):\n   ```\n   ^\\s*import\\s+type\\s+               → type-depends-on (entire import is type-only)\n   ^\\s*import\\s*\\{[^}]*\\btype\\s+\\w+   → split: type specifiers → type-depends-on, value specifiers → imports\n   ^\\s*import\\s+[^{]*\\bfrom\\s+        → imports (value)\n   ```\n4. **Store in AgentDB** -- call `mcp__plugin_ruflo-core_ruflo__agentdb_hierarchical-store` for each entity with metadata (name, type, file, line, description)\n5. **Create edges** -- call `mcp__plugin_ruflo-core_ruflo__agentdb_causal-edge` for each relation with source, target, relation type, and weight\n6. **Report** -- summarize: total entities by type, total relations by type, files scanned\n\n## CLI alternative\n\n```bash\nnpx @claude-flow\u002Fcli@latest memory store --namespace knowledge-graph --key \"entity-NAME\" --value \"METADATA_JSON\"\nnpx @claude-flow\u002Fcli@latest memory search --query \"entities in auth module\" --namespace knowledge-graph\n```\n","# KG Extract\n\nExtract entities (classes, functions, modules, types, concepts) and their relations (imports, extends, implements, depends-on, calls) from source files, then store them as a knowledge graph in AgentDB.\n\n## When to use\n\nWhen you need to build or update a knowledge graph from source code or documentation. Useful for understanding codebase structure, dependency analysis, and impact assessment.\n\n## Steps\n\n1. **Scan files** -- use `Glob` and `Read` to enumerate and read source files at the given path\n2. **Identify entities** -- extract classes, functions, modules, types, and config references from each file\n3. **Map relations** -- for each entity, determine its relations to other entities. **Critical: TypeScript `import type` and inline `type` specifiers (`import { type Foo, bar }`) are erased at compile time and MUST NOT be counted as value imports** -- they're a separate, weaker relation. Misclassifying them produces phantom runtime cycles (see ruvnet\u002Fruflo#2049).\n   - `imports`: value imports (`import { x } from '...'`, `require(...)`) -- weight `0.9`\n   - `type-depends-on`: TypeScript type-only imports (`import type { Foo } from '...'` and `import { type Foo, value } from '...'`) -- weight `0.1`, **never used for cycle detection or runtime impact analysis**\n   - `extends`: class inheritance -- weight `0.9`\n   - `implements`: interface implementations -- weight `0.7`\n   - `depends-on`: constructor dependencies, injected services -- weight `0.8`\n   - `calls`: function\u002Fmethod invocations -- weight `0.7`\n   - `references`: documentation mentions, comments -- weight `0.3`\n\n   **Regex hint for classifying TS imports** (so a naive `from '...'` grep doesn't conflate the two):\n   ```\n   ^\\s*import\\s+type\\s+               → type-depends-on (entire import is type-only)\n   ^\\s*import\\s*\\{[^}]*\\btype\\s+\\w+   → split: type specifiers → type-depends-on, value specifiers → imports\n   ^\\s*import\\s+[^{]*\\bfrom\\s+        → imports (value)\n   ```\n4. **Store in AgentDB** -- call `mcp__plugin_ruflo-core_ruflo__agentdb_hierarchical-store` for each entity with metadata (name, type, file, line, description)\n5. **Create edges** -- call `mcp__plugin_ruflo-core_ruflo__agentdb_causal-edge` for each relation with source, target, relation type, and weight\n6. **Report** -- summarize: total entities by type, total relations by type, files scanned\n\n## CLI alternative\n\n```bash\nnpx @claude-flow\u002Fcli@latest memory store --namespace knowledge-graph --key \"entity-NAME\" --value \"METADATA_JSON\"\nnpx @claude-flow\u002Fcli@latest memory search --query \"entities in auth module\" --namespace knowledge-graph\n```\n",{"name":5,"description":7,"allowed-tools":24,"argument-hint":25},"Read Glob Grep mcp__plugin_ruflo-core_ruflo__agentdb_hierarchical-store mcp__plugin_ruflo-core_ruflo__agentdb_causal-edge mcp__plugin_ruflo-core_ruflo__agentdb_pattern-store mcp__plugin_ruflo-core_ruflo__embeddings_generate Bash","\u003Cpath>","main","d69096e239f2a89aabc2cd078c47664a9d3b1e11","04-安全渗透\u002Fruflo\u002Fplugins\u002Fruflo-knowledge-graph\u002Fskills\u002Fkg-extract",3,"https:\u002F\u002Fgithub.com\u002Flza6\u002FArmor-piercing-system-prompts","https:\u002F\u002Fgithub.com\u002Flza6","个人vx：Tf00798\r\n个人✈：@TFGY999","2026-10-08 14:29:22",{"source":8,"skillName":5,"commands":35,"prompt":45,"zipAvailable":46},[36,39,42],{"tool":37,"command":38},"npx","npx skills add lza6\u002FArmor-piercing-system-prompts --skill kg-extract",{"tool":40,"command":41},"bunx","bunx skills add lza6\u002FArmor-piercing-system-prompts --skill kg-extract",{"tool":43,"command":44},"pnpm","pnpm dlx skills add lza6\u002FArmor-piercing-system-prompts --skill kg-extract","安装技能，技能地址：https:\u002F\u002Fgithub.com\u002Flza6\u002FArmor-piercing-system-prompts\u002Fblob\u002Fmain\u002F04-安全渗透\u002Fruflo\u002Fplugins\u002Fruflo-knowledge-graph\u002Fskills\u002Fkg-extract\u002FSKILL.md",true,[],[49,56,63,70,78,85],{"skillNo":50,"name":51,"nameZh":6,"description":52,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":53,"categories":54,"keywords":55,"publishedAt":19},"01M7EXRM12046G0GM1WGMMFXCN","ci-cd-and-automation","Automates CI\u002FCD pipeline setup. Use when setting up or modifying build and deployment pipelines. Use when you need to automate quality gates, configure test runners in CI, or establish deployment strategies.","https:\u002F\u002Fgithub.com\u002Flza6\u002FArmor-piercing-system-prompts\u002Fblob\u002Fmain\u002F05-技能与代理开发\u002Fci-cd-and-automation\u002FSKILL.md",[],[],{"skillNo":57,"name":58,"nameZh":6,"description":59,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":60,"categories":61,"keywords":62,"publishedAt":19},"01M7EXRFYYSJ3Y15AGPDDEWWQD","chrome-devtools","Uses Chrome DevTools via MCP for efficient debugging, troubleshooting and browser automation. Use when debugging web pages, automating browser interactions, analyzing performance, or inspecting network requests. This skill does not apply to `--slim` mode (MCP configuration).","https:\u002F\u002Fgithub.com\u002Flza6\u002FArmor-piercing-system-prompts\u002Fblob\u002Fmain\u002F05-技能与代理开发\u002Fchrome-devtools\u002FSKILL.md",[],[],{"skillNo":64,"name":65,"nameZh":6,"description":66,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":67,"categories":68,"keywords":69,"publishedAt":19},"01M7EXR6EYPE4X5X1BTAE6QJRV","chrome-cdp","Drive a real Chrome via the Chrome DevTools Protocol (CDP). Ensures a\ndebuggable Chrome is running (launching it if needed) so the agent can\nnavigate, read page content, inspect the DOM, run JavaScript, and take\nscreenshots — without the user typing any launch command. Includes a\nfirst-class \"review a live running app\" flow: point Chrome at the app under\ndevelopment and inspect\u002Fscreenshot the REAL page (what a static-artifact tool\ncannot do). Backed by Glimpse and the chrome-devtools MCP server. Use when\nasked to \"use chrome\", \"open chrome\", \"drive my browser\", \"read the page in\nchrome\", \"review the running app\", \"screenshot the app\", or \"\u002Fchrome-cdp\".","https:\u002F\u002Fgithub.com\u002Flza6\u002FArmor-piercing-system-prompts\u002Fblob\u002Fmain\u002F05-技能与代理开发\u002Fchrome-cdp\u002FSKILL.md",[],[],{"skillNo":71,"name":72,"nameZh":6,"description":73,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":74,"licenseFileUrl":6,"sourceHtmlUrl":75,"categories":76,"keywords":77,"publishedAt":19},"01M7EXR1Y7E79KQKG4J798XGH6","check-identity-pack","Run an AFP 100-point or AUSTRAC safe-harbour identity check over a set of documents, and report exactly what's missing. Use when the user asks to check identity documents, verify someone's ID for onboarding, or assess whether a document pack satisfies Australian identity requirements.","Apache-2.0","https:\u002F\u002Fgithub.com\u002Flza6\u002FArmor-piercing-system-prompts\u002Fblob\u002Fmain\u002F05-技能与代理开发\u002Fcheck-identity-pack\u002FSKILL.md",[],[],{"skillNo":79,"name":80,"nameZh":6,"description":81,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":82,"categories":83,"keywords":84,"publishedAt":19},"01M7EXQXW7C7PGREJW9ZZTZ16H","changelog","Auto-generates a changelog from git commits, sprint data, and design documents. Produces both internal and player-facing versions.","https:\u002F\u002Fgithub.com\u002Flza6\u002FArmor-piercing-system-prompts\u002Fblob\u002Fmain\u002F05-技能与代理开发\u002Fchangelog\u002FSKILL.md",[],[],{"skillNo":86,"name":87,"nameZh":6,"description":88,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":89,"categories":90,"keywords":91,"publishedAt":19},"01M7EXQMH2ZME3ANN8Q8MEWPFB","cellxgene-census","Query the CZ CELLxGENE Census programmatically for versioned public single-cell and spatial transcriptomics data. Use when you need population-scale cell metadata, gene expression slices, Census summary counts, source H5AD URIs\u002Fdownloads, embeddings, spatial Census data, or reference atlas comparisons across organisms, tissues, diseases, assays, and cell types. For analyzing your own local single-cell data use scanpy, anndata, or scvi-tools.","https:\u002F\u002Fgithub.com\u002Flza6\u002FArmor-piercing-system-prompts\u002Fblob\u002Fmain\u002F05-技能与代理开发\u002Fcellxgene-census\u002FSKILL.md",[],[]]