qmk-rgb/graphify-out/graph.json

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      "id": "cmd_wobkey_rgb_mode_newmodecmd",
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      "source_location": "L12"
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      "id": "cmd_wobkey_rgb_rgb",
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      "source_file": "cmd/wobkey/rgb/rgb.go",
      "source_location": "L1"
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      "id": "cmd_wobkey_rgb_rgb_init",
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      "source_file": "cmd/wobkey/rgb/rgb.go",
      "source_location": "L66"
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      "id": "cmd_wobkey_rgb_rgb_lightingenabled",
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      "norm_label": "lightingenabled()",
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      "source_location": "L54"
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      "id": "cmd_wobkey_rgb_rgb_opendevice",
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      "source_location": "L14"
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      "id": "cmd_wobkey_rgb_rgb_parseuint8",
      "label": "ParseUint8()",
      "_origin": "ast",
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      "source_file": "cmd/wobkey/rgb/rgb.go",
      "source_location": "L58"
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      "id": "cmd_wobkey_rgb_speed_newspeedcmd",
      "label": "NewSpeedCmd()",
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      "source_location": "L12"
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      "id": "go_type_github_com_spf13_cobra_command",
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      "norm_label": "github.com/spf13/cobra.command",
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      "id": "internal_rgb_effects_go_rgb_effect",
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      "id": "internal_rgb_effects_parseeffect",
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      "id": "internal_rgb_effects_test_testeffectstring",
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      "id": "internal_rgb_effects_test_testparseeffect",
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      "id": "rgb_effect_string",
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      "id": "internal_device_device",
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      "id": "internal_device_device_discover",
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      "community_name": "device.go",
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      "id": "internal_device_device_go_device_device",
      "label": "Device",
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      "community_name": "device.go",
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      "id": "internal_device_device_go_device_keyboard",
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      "id": "internal_device_device_loadkeyboards",
      "label": "LoadKeyboards()",
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      "community": 4,
      "community_name": "device.go",
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      "norm_label": "loadkeyboards()",
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      "id": "internal_device_device_matchkeyboards",
      "label": "matchKeyboards()",
      "_origin": "ast",
      "community": 4,
      "community_name": "device.go",
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      "norm_label": "matchkeyboards()",
      "source_file": "internal/device/device.go",
      "source_location": "L92"
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      "id": "internal_device_device_test",
      "label": "device_test.go",
      "_origin": "ast",
      "community": 4,
      "community_name": "device.go",
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      "source_file": "internal/device/device_test.go",
      "source_location": "L1"
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      "id": "internal_device_device_test_testloadkeyboards",
      "label": "TestLoadKeyboards()",
      "_origin": "ast",
      "community": 4,
      "community_name": "device.go",
      "file_type": "code",
      "norm_label": "testloadkeyboards()",
      "source_file": "internal/device/device_test.go",
      "source_location": "L11"
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      "id": "internal_device_device_test_testloadkeyboardsemptyfile",
      "label": "TestLoadKeyboardsEmptyFile()",
      "_origin": "ast",
      "community": 4,
      "community_name": "device.go",
      "file_type": "code",
      "norm_label": "testloadkeyboardsemptyfile()",
      "source_file": "internal/device/device_test.go",
      "source_location": "L98"
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      "id": "internal_device_device_test_testloadkeyboardsinvalid",
      "label": "TestLoadKeyboardsInvalid()",
      "_origin": "ast",
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      "norm_label": "testloadkeyboardsinvalid()",
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      "source_location": "L54"
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      "id": "internal_device_device_test_testmatchkeyboardsselectsrawhidinterface",
      "label": "TestMatchKeyboardsSelectsRawHIDInterface()",
      "_origin": "ast",
      "community": 4,
      "community_name": "device.go",
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      "norm_label": "testmatchkeyboardsselectsrawhidinterface()",
      "source_file": "internal/device/device_test.go",
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    {
      "id": "wobkey_info",
      "label": "Info",
      "_origin": "ast",
      "community": 4,
      "community_name": "device.go",
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      "norm_label": "info",
      "source_file": "cmd/wobkey/main.go",
      "source_location": "L56"
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    {
      "id": "claude_skills_graphify_skill",
      "label": "SKILL.md",
      "_origin": "ast",
      "community": 5,
      "community_name": "What You Must Do When Invoked",
      "file_type": "document",
      "frontmatter": {
        "name": "graphify",
        "description": "Use for any question about a codebase, its architecture, file relationships, or project content \u2014 especially when graphify-out/ exists, where the question should be treated as a graphify query first. Turns any input (code, docs, papers, images, videos) into a persistent knowledge graph with god nodes, community detection, and query/path/explain tools."
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      "node_kind": "page",
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      "id": "claude_skills_graphify_skill_for_graphify_add_and_watch",
      "label": "For /graphify add and --watch",
      "_origin": "ast",
      "community": 5,
      "community_name": "What You Must Do When Invoked",
      "file_type": "document",
      "node_kind": "heading",
      "norm_label": "for /graphify add and --watch",
      "source_file": ".claude/skills/graphify/SKILL.md",
      "source_location": "L695"
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      "id": "claude_skills_graphify_skill_for_graphify_query",
      "label": "For /graphify query",
      "_origin": "ast",
      "community": 5,
      "community_name": "What You Must Do When Invoked",
      "file_type": "document",
      "node_kind": "heading",
      "norm_label": "for /graphify query",
      "source_file": ".claude/skills/graphify/SKILL.md",
      "source_location": "L683"
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    {
      "id": "claude_skills_graphify_skill_for_the_commit_hook_and_native_claude_md_integration",
      "label": "For the commit hook and native CLAUDE.md integration",
      "_origin": "ast",
      "community": 5,
      "community_name": "What You Must Do When Invoked",
      "file_type": "document",
      "node_kind": "heading",
      "norm_label": "for the commit hook and native claude.md integration",
      "source_file": ".claude/skills/graphify/SKILL.md",
      "source_location": "L701"
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    {
      "id": "claude_skills_graphify_skill_for_update_and_cluster_only",
      "label": "For --update and --cluster-only",
      "_origin": "ast",
      "community": 5,
      "community_name": "What You Must Do When Invoked",
      "file_type": "document",
      "node_kind": "heading",
      "norm_label": "for --update and --cluster-only",
      "source_file": ".claude/skills/graphify/SKILL.md",
      "source_location": "L677"
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    {
      "id": "claude_skills_graphify_skill_graphify",
      "label": "/graphify",
      "_origin": "ast",
      "community": 5,
      "community_name": "What You Must Do When Invoked",
      "file_type": "document",
      "node_kind": "heading",
      "norm_label": "/graphify",
      "source_file": ".claude/skills/graphify/SKILL.md",
      "source_location": "L6"
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    {
      "id": "claude_skills_graphify_skill_honesty_rules",
      "label": "Honesty Rules",
      "_origin": "ast",
      "community": 5,
      "community_name": "What You Must Do When Invoked",
      "file_type": "document",
      "node_kind": "heading",
      "norm_label": "honesty rules",
      "source_file": ".claude/skills/graphify/SKILL.md",
      "source_location": "L707"
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      "id": "claude_skills_graphify_skill_interpreter_guard_for_subcommands",
      "label": "Interpreter guard for subcommands",
      "_origin": "ast",
      "community": 5,
      "community_name": "What You Must Do When Invoked",
      "file_type": "document",
      "node_kind": "heading",
      "norm_label": "interpreter guard for subcommands",
      "source_file": ".claude/skills/graphify/SKILL.md",
      "source_location": "L659"
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      "id": "claude_skills_graphify_skill_part_a_structural_extraction_for_code_files",
      "label": "Part A - Structural extraction for code files",
      "_origin": "ast",
      "community": 5,
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      "file_type": "document",
      "node_kind": "heading",
      "norm_label": "part a - structural extraction for code files",
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      "source_location": "L170"
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      "id": "claude_skills_graphify_skill_part_b_semantic_extraction_parallel_subagents",
      "label": "Part B - Semantic extraction (parallel subagents)",
      "_origin": "ast",
      "community": 5,
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      "file_type": "document",
      "node_kind": "heading",
      "norm_label": "part b - semantic extraction (parallel subagents)",
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      "source_location": "L196"
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    {
      "id": "claude_skills_graphify_skill_part_c_merge_ast_semantic_into_final_extraction",
      "label": "Part C - Merge AST + semantic into final extraction",
      "_origin": "ast",
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      "file_type": "document",
      "node_kind": "heading",
      "norm_label": "part c - merge ast + semantic into final extraction",
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      "source_location": "L359"
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      "id": "claude_skills_graphify_skill_step_0_github_repos_and_multi_path_merge_only_if_a_url_or_several_paths",
      "label": "Step 0 - GitHub repos and multi-path merge (only if a URL or several paths)",
      "_origin": "ast",
      "community": 5,
      "community_name": "What You Must Do When Invoked",
      "file_type": "document",
      "node_kind": "heading",
      "norm_label": "step 0 - github repos and multi-path merge (only if a url or several paths)",
      "source_file": ".claude/skills/graphify/SKILL.md",
      "source_location": "L61"
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      "id": "claude_skills_graphify_skill_step_1_ensure_graphify_is_installed",
      "label": "Step 1 - Ensure graphify is installed",
      "_origin": "ast",
      "community": 5,
      "community_name": "What You Must Do When Invoked",
      "file_type": "document",
      "node_kind": "heading",
      "norm_label": "step 1 - ensure graphify is installed",
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      "source_location": "L65"
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    {
      "id": "claude_skills_graphify_skill_step_2_5_video_and_audio_only_if_video_files_detected",
      "label": "Step 2.5 - Video and audio (only if video files detected)",
      "_origin": "ast",
      "community": 5,
      "community_name": "What You Must Do When Invoked",
      "file_type": "document",
      "node_kind": "heading",
      "norm_label": "step 2.5 - video and audio (only if video files detected)",
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      "source_location": "L147"
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      "id": "claude_skills_graphify_skill_step_2_detect_files",
      "label": "Step 2 - Detect files",
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      "file_type": "document",
      "node_kind": "heading",
      "norm_label": "step 2 - detect files",
      "source_file": ".claude/skills/graphify/SKILL.md",
      "source_location": "L107"
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      "id": "claude_skills_graphify_skill_step_3_extract_entities_and_relationships",
      "label": "Step 3 - Extract entities and relationships",
      "_origin": "ast",
      "community": 5,
      "community_name": "What You Must Do When Invoked",
      "file_type": "document",
      "node_kind": "heading",
      "norm_label": "step 3 - extract entities and relationships",
      "source_file": ".claude/skills/graphify/SKILL.md",
      "source_location": "L151"
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      "id": "claude_skills_graphify_skill_step_4_5_graph_health_check_read_only_integrity_gate",
      "label": "Step 4.5 - Graph health check (read-only integrity gate)",
      "_origin": "ast",
      "community": 5,
      "community_name": "What You Must Do When Invoked",
      "file_type": "document",
      "node_kind": "heading",
      "norm_label": "step 4.5 - graph health check (read-only integrity gate)",
      "source_file": ".claude/skills/graphify/SKILL.md",
      "source_location": "L456"
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    {
      "id": "claude_skills_graphify_skill_step_4_build_graph_cluster_analyze_generate_outputs",
      "label": "Step 4 - Build graph, cluster, analyze, generate outputs",
      "_origin": "ast",
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      "community_name": "What You Must Do When Invoked",
      "file_type": "document",
      "node_kind": "heading",
      "norm_label": "step 4 - build graph, cluster, analyze, generate outputs",
      "source_file": ".claude/skills/graphify/SKILL.md",
      "source_location": "L393"
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      "id": "claude_skills_graphify_skill_step_5_label_communities",
      "label": "Step 5 - Label communities",
      "_origin": "ast",
      "community": 5,
      "community_name": "What You Must Do When Invoked",
      "file_type": "document",
      "node_kind": "heading",
      "norm_label": "step 5 - label communities",
      "source_file": ".claude/skills/graphify/SKILL.md",
      "source_location": "L482"
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    {
      "id": "claude_skills_graphify_skill_step_6_generate_obsidian_vault_opt_in_html",
      "label": "Step 6 - Generate Obsidian vault (opt-in) + HTML",
      "_origin": "ast",
      "community": 5,
      "community_name": "What You Must Do When Invoked",
      "file_type": "document",
      "node_kind": "heading",
      "norm_label": "step 6 - generate obsidian vault (opt-in) + html",
      "source_file": ".claude/skills/graphify/SKILL.md",
      "source_location": "L531"
    },
    {
      "id": "claude_skills_graphify_skill_step_9_save_manifest_update_cost_tracker_clean_up_and_report",
      "label": "Step 9 - Save manifest, update cost tracker, clean up, and report",
      "_origin": "ast",
      "community": 5,
      "community_name": "What You Must Do When Invoked",
      "file_type": "document",
      "node_kind": "heading",
      "norm_label": "step 9 - save manifest, update cost tracker, clean up, and report",
      "source_file": ".claude/skills/graphify/SKILL.md",
      "source_location": "L557"
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    {
      "id": "claude_skills_graphify_skill_steps_6b_8_wiki_neo4j_falkordb_svg_graphml_mcp_benchmark_only_on_their_flags",
      "label": "Steps 6b-8 - Wiki, Neo4j, FalkorDB, SVG, GraphML, MCP, benchmark (only on their flags)",
      "_origin": "ast",
      "community": 5,
      "community_name": "What You Must Do When Invoked",
      "file_type": "document",
      "node_kind": "heading",
      "norm_label": "steps 6b-8 - wiki, neo4j, falkordb, svg, graphml, mcp, benchmark (only on their flags)",
      "source_file": ".claude/skills/graphify/SKILL.md",
      "source_location": "L551"
    },
    {
      "id": "claude_skills_graphify_skill_usage",
      "label": "Usage",
      "_origin": "ast",
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      "file_type": "document",
      "node_kind": "heading",
      "norm_label": "usage",
      "source_file": ".claude/skills/graphify/SKILL.md",
      "source_location": "L10"
    },
    {
      "id": "claude_skills_graphify_skill_what_graphify_is_for",
      "label": "What graphify is for",
      "_origin": "ast",
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      "community_name": "What You Must Do When Invoked",
      "file_type": "document",
      "node_kind": "heading",
      "norm_label": "what graphify is for",
      "source_file": ".claude/skills/graphify/SKILL.md",
      "source_location": "L45"
    },
    {
      "id": "claude_skills_graphify_skill_what_you_must_do_when_invoked",
      "label": "What You Must Do When Invoked",
      "_origin": "ast",
      "community": 5,
      "community_name": "What You Must Do When Invoked",
      "file_type": "document",
      "node_kind": "heading",
      "norm_label": "what you must do when invoked",
      "source_file": ".claude/skills/graphify/SKILL.md",
      "source_location": "L49"
    },
    {
      "id": "cmd_wobkey_rgb_rgb_test",
      "label": "rgb_test.go",
      "_origin": "ast",
      "community": 6,
      "community_name": "testing.T",
      "file_type": "code",
      "norm_label": "rgb_test.go",
      "source_file": "cmd/wobkey/rgb/rgb_test.go",
      "source_location": "L1"
    },
    {
      "id": "cmd_wobkey_rgb_rgb_test_testdeviceflagisinheritedbyrgbcommands",
      "label": "TestDeviceFlagIsInheritedByRGBCommands()",
      "_origin": "ast",
      "community": 6,
      "community_name": "testing.T",
      "file_type": "code",
      "norm_label": "testdeviceflagisinheritedbyrgbcommands()",
      "source_file": "cmd/wobkey/rgb/rgb_test.go",
      "source_location": "L31"
    },
    {
      "id": "cmd_wobkey_rgb_rgb_test_testlightingenabledrequiresactiveeffectandbrightness",
      "label": "TestLightingEnabledRequiresActiveEffectAndBrightness()",
      "_origin": "ast",
      "community": 6,
      "community_name": "testing.T",
      "file_type": "code",
      "norm_label": "testlightingenabledrequiresactiveeffectandbrightness()",
      "source_file": "cmd/wobkey/rgb/rgb_test.go",
      "source_location": "L9"
    },
    {
      "id": "go_type_testing_t",
      "label": "testing.T",
      "_origin": "ast",
      "community": 6,
      "community_name": "testing.T",
      "file_type": "code",
      "norm_label": "testing.t",
      "source_file": "",
      "source_location": ""
    },
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