cavemem

it must installed on dockerfile consumer

Bash input={"command":"echo \"=== repository core info ===\" \ngh api repositories/Graphify-Labs/graphify --jq '{created_at, updated_at, pushed_at, owner:.owner.login, owner_type:.owner.type, forks:.forks_count, open_issues:.open_issues_count, watchers:.watchers_count, subscribers:.subscribers_count, default_branch, archived, disabled}' 2>&1\necho \"=== org info ===\"\ngh api orgs/Graphify-Labs --jq '{login, created_at, public_repos, followers, description, blog}' 2>&1\necho \"=== contributors ===\"\ngh api repositories… output={"stdout":"=== repository core info ===\n{\"archived\":false,\"created_at\":\"2026-04-03T15:49:07Z\",\"default_branch\":\"v8\",\"disabled\":false,\"forks\":10886,\"open_issues\":1156,\"owner\":\"Graphify-Labs\",\"owner_type\":\"Organization\",\"pushed_at\":\"2026-08-28T00:29:00Z\",\"subscribers\":369,\"updated_at\":\"2026-08-28T23:00:38Z\",\"watchers\":111993}\n=== org info ===\n{\"blog\":\"https://www.graphify.com\",\"created_at\":\"2026-06-28T14:54:16Z\",\"description\":\"\",\"followers\":467,\"logi…

WebFetch input={"url":"https://github.com/Graphify-Labs/graphify","prompt":"What does this project do? Summarize its purpose, what \"knowledge graph\" or code graph it builds, what languages/inputs it supports, how it's installed/run (CLI, library, service), what output format it produces, and any integration points (API, CLI flags, configuration file)."} output={"bytes":608012,"code":200,"codeText":"OK","result":"# Graphify: Knowledge Graph Builder for Codebases\n\n## Purpose\nGraphify transforms codebases—including documentation, SQL schemas, PDFs, and configs—into queryable knowledge graphs. It functions as `/graphify` skill for AI coding assistants like Claude Code, Cursor, and Gemini CLI.\n\n## Knowledge Graph Approach\nRather than vector embeddings, Graphify builds real graph structure where \"every connection is tagged `EXTRACTED` (explicit i…

Bash input={"command":"gh repository view Graphify-Labs/graphify --json name,description,url,homepageUrl,repositoryTopics,primaryLanguage,stargazerCount,licenseInfo 2>&1","description":"Look up Graphify-Labs/graphify repository metadata via gh CLI"} output={"stdout":"{\"description\":\"Turn any codebase, with its documentation, SQL schemas, configs, and PDFs, into queryable knowledge graph. /graphify skill for Claude Code, Cursor, Codex, and Gemini CLI: local deterministic AST parsing, every edge explained, no vector store.\",\"homepageUrl\":\"https://www.graphify.com\",\"licenseInfo\":{\"key\":\"apache-2.0\",\"name\":\"Apache License 2.0\",\"nickname\":\"\"},\"name\":\"graphify\",\"primaryLanguage\":{\"name\":\"Python\"},\"repositoryTopics\":[{\"name\…

ToolSearch input={"query":"select:WebFetch","max_results":1} output={"matches":["WebFetch"],"query":"select:WebFetch","total_deferred_tools":86}

https://github.com/Graphify-Labs/graphify

AskUserQuestion input={"questions":[{"question":"Can you share link/repo for \"Graphify\" (Graphify Labs)? I want to confirm I'm looking at right project before designing integration.","header":"Graphify source","options":[{"label":"I'll paste repository URL","description":"You'll give me GitHub/GitLab link or package name directly"},{"label":"It's on PyPI/npm","description":"Give me exact package name and I'll look it up"},{"label":"Not of exact name","description":"Describe what it does and I'll… output={"questions":[{"question":"Can you share link/repo for \"Graphify\" (Graphify Labs)? I want to confirm I'm looking at right project before designing integration.","header":"Graphify source","options":[{"label":"I'll paste repository URL","description":"You'll give me GitHub/GitLab link or package name directly"},{"label":"It's on PyPI/npm","description":"Give me exact package name and I'll look it up"},{"label":"Not of exact name","description":"Describe what it does and I'll…

Bash input={"command":"find /root/.claude -iname \"*knowledge-graph*\" 2>/dev/null","description":"Find knowledge-graph skill/agent files"} output={"stdout":"/root/.claude/skills/knowledge-graph\n/root/.claude/agents/knowledge-graph-agent.md","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false}

Bash input={"command":"ls -la | head -30 && echo \"---kg---\" && ls knowledge-graph* 2>/dev/null && echo \"---git status---\" && git status","description":"Inspect repository root and knowledge-graph files"} output={"stdout":"total 6804\ndrwxr-xr-x 15 root root 4096 Aug 28 15:51.\ndrwxr-xr-x 10 root root 4096 Aug 14 11:20..\ndrwxr-xr-x  3 root root 4096 Aug 13 05:59.claude\ndrwxr-xr-x  3 root root 4096 Aug 13 04:41.data\ndrwxr-xr-x  4 root root 4096 Aug 28 15:37.ecs\n-rw-r--r-- 1 root root 6994 Aug 13 04:28.environment\n-rw-r--r-- 1 root root 7347 Aug 28 15:37.environment.example\n-rw-r--r-- 1 root root 3323 Aug 28 15:37.environment.local\ndrwxr-xr-x  8 root root 4096 Aug 28 23:01.git\n-rw-r…

Skill input={"skill":"superpowers:brainstorming"} output={"success":true,"commandName":"superpowers:brainstorming"}

rrplace flow code check using beehive knowedge graph into graphify from graphify labs opensource