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      "_origin": "ast",
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      "id": "cmd_qmk_rgb_tool_profile_list_test_withprofilesdir",
      "label": "withProfilesDir()",
      "_origin": "ast",
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      "community_name": "profile_list_test.go",
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      "source_location": "L16"
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      "id": "qmk_rgb_tool_profilelistoutput",
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      "_origin": "ast",
      "community": 15,
      "community_name": "profile_list_test.go",
      "file_type": "code",
      "norm_label": "profilelistoutput",
      "source_file": "cmd/qmk-rgb-tool/profile_list_test.go",
      "source_location": "L12"
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      "id": "claude_skills_qmk_rgb_skill",
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      "_origin": "ast",
      "community": 16,
      "community_name": "/qmk-rgb",
      "file_type": "document",
      "frontmatter": {
        "name": "qmk-rgb",
        "description": "Explains how to control RGB lighting on QMK+VIA-compatible keyboards. Delegates to qmk-rgb-tool for live command output and help."
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      "node_kind": "page",
      "norm_label": "qmk-rgb/skill.md",
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      "id": "claude_skills_qmk_rgb_skill_1_first_get_the_tool_s_own_help",
      "label": "1. First, get the tool's own help",
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      "community_name": "/qmk-rgb",
      "file_type": "document",
      "node_kind": "heading",
      "norm_label": "1. first, get the tool's own help",
      "source_file": ".claude/skills/qmk-rgb/SKILL.md",
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      "id": "claude_skills_qmk_rgb_skill_2_if_the_tool_is_not_built_or_no_keyboard_is_connected",
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      "_origin": "ast",
      "community": 16,
      "community_name": "/qmk-rgb",
      "file_type": "document",
      "node_kind": "heading",
      "norm_label": "2. if the tool is not built or no keyboard is connected",
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      "id": "claude_skills_qmk_rgb_skill_3_when_a_user_wants_to_change_something",
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      "community_name": "/qmk-rgb",
      "file_type": "document",
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      "norm_label": "3. when a user wants to change something",
      "source_file": ".claude/skills/qmk-rgb/SKILL.md",
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      "id": "claude_skills_qmk_rgb_skill_4_profiles",
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      "community_name": "/qmk-rgb",
      "file_type": "document",
      "node_kind": "heading",
      "norm_label": "4. profiles",
      "source_file": ".claude/skills/qmk-rgb/SKILL.md",
      "source_location": "L45"
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      "id": "claude_skills_qmk_rgb_skill_compatibility_aliases",
      "label": "Compatibility aliases",
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      "community": 16,
      "community_name": "/qmk-rgb",
      "file_type": "document",
      "node_kind": "heading",
      "norm_label": "compatibility aliases",
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      "source_location": "L81"
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      "id": "claude_skills_qmk_rgb_skill_how_to_answer",
      "label": "How to answer",
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      "community": 16,
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      "norm_label": "how to answer",
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      "source_location": "L18"
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      "id": "claude_skills_qmk_rgb_skill_known_limitations",
      "label": "Known limitations",
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      "community_name": "/qmk-rgb",
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      "norm_label": "known limitations",
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      "source_location": "L90"
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      "id": "claude_skills_qmk_rgb_skill_qmk_rgb",
      "label": "/qmk-rgb",
      "_origin": "ast",
      "community": 16,
      "community_name": "/qmk-rgb",
      "file_type": "document",
      "node_kind": "heading",
      "norm_label": "/qmk-rgb",
      "source_file": ".claude/skills/qmk-rgb/SKILL.md",
      "source_location": "L6"
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      "id": "claude_skills_qmk_rgb_skill_trigger",
      "label": "Trigger",
      "_origin": "ast",
      "community": 16,
      "community_name": "/qmk-rgb",
      "file_type": "document",
      "node_kind": "heading",
      "norm_label": "trigger",
      "source_file": ".claude/skills/qmk-rgb/SKILL.md",
      "source_location": "L14"
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      "id": "claude_skills_qmk_rgb_skill_values_the_keyboard_changes",
      "label": "Values the keyboard changes",
      "_origin": "ast",
      "community": 16,
      "community_name": "/qmk-rgb",
      "file_type": "document",
      "node_kind": "heading",
      "norm_label": "values the keyboard changes",
      "source_file": ".claude/skills/qmk-rgb/SKILL.md",
      "source_location": "L64"
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      "id": "claude_skills_qmk_rgb_skill_what_this_skill_is_for",
      "label": "What this skill is for",
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      "community": 16,
      "community_name": "/qmk-rgb",
      "file_type": "document",
      "node_kind": "heading",
      "norm_label": "what this skill is for",
      "source_file": ".claude/skills/qmk-rgb/SKILL.md",
      "source_location": "L10"
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      "id": "claude_skills_qmk_rgb_skill_zone_behavior",
      "label": "Zone behavior",
      "_origin": "ast",
      "community": 16,
      "community_name": "/qmk-rgb",
      "file_type": "document",
      "node_kind": "heading",
      "norm_label": "zone behavior",
      "source_file": ".claude/skills/qmk-rgb/SKILL.md",
      "source_location": "L56"
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      "id": "plan",
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      "_origin": "ast",
      "community": 18,
      "community_name": "Wobkey RGB CLI \u2014 Implementation Plan",
      "file_type": "document",
      "node_kind": "page",
      "norm_label": "plan.md",
      "source_file": "PLAN.md",
      "source_location": "L1"
    },
    {
      "id": "plan_continue_with_hardware",
      "label": "Continue With Hardware",
      "_origin": "ast",
      "community": 18,
      "community_name": "Wobkey RGB CLI \u2014 Implementation Plan",
      "file_type": "document",
      "node_kind": "heading",
      "norm_label": "continue with hardware",
      "source_file": "PLAN.md",
      "source_location": "L131"
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      "id": "plan_cross_platform_hid_backends",
      "label": "Cross-Platform HID Backends",
      "_origin": "ast",
      "community": 18,
      "community_name": "Wobkey RGB CLI \u2014 Implementation Plan",
      "file_type": "document",
      "node_kind": "heading",
      "norm_label": "cross-platform hid backends",
      "source_file": "PLAN.md",
      "source_location": "L99"
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      "id": "plan_effect_families",
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      "_origin": "ast",
      "community": 18,
      "community_name": "Wobkey RGB CLI \u2014 Implementation Plan",
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      "node_kind": "heading",
      "norm_label": "effect families",
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      "source_location": "L37"
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      "id": "plan_handoff_status",
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      "community_name": "Wobkey RGB CLI \u2014 Implementation Plan",
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      "node_kind": "heading",
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      "source_location": "L112"
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      "id": "plan_hardware_environment",
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      "id": "plan_open_issues",
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      "norm_label": "open issues",
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      "source_location": "L97"
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      "id": "plan_status",
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      "community_name": "Wobkey RGB CLI \u2014 Implementation Plan",
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      "node_kind": "heading",
      "norm_label": "status",
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      "source_location": "L3"
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      "id": "plan_verification",
      "label": "Verification",
      "_origin": "ast",
      "community": 18,
      "community_name": "Wobkey RGB CLI \u2014 Implementation Plan",
      "file_type": "document",
      "node_kind": "heading",
      "norm_label": "verification",
      "source_file": "PLAN.md",
      "source_location": "L67"
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      "id": "plan_wobkey_rgb_cli_implementation_plan",
      "label": "Wobkey RGB CLI \u2014 Implementation Plan",
      "_origin": "ast",
      "community": 18,
      "community_name": "Wobkey RGB CLI \u2014 Implementation Plan",
      "file_type": "document",
      "node_kind": "heading",
      "norm_label": "wobkey rgb cli \u2014 implementation plan",
      "source_file": "PLAN.md",
      "source_location": "L1"
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      "id": "plan_zone_aware_lighting_semantics",
      "label": "Zone-Aware Lighting Semantics",
      "_origin": "ast",
      "community": 18,
      "community_name": "Wobkey RGB CLI \u2014 Implementation Plan",
      "file_type": "document",
      "node_kind": "heading",
      "norm_label": "zone-aware lighting semantics",
      "source_file": "PLAN.md",
      "source_location": "L15"
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      "id": "claude_skills_graphify_references_exports",
      "label": "exports.md",
      "_origin": "ast",
      "community": 19,
      "community_name": "graphify reference: extra exports and benchmark",
      "file_type": "document",
      "node_kind": "page",
      "norm_label": "exports.md",
      "source_file": ".claude/skills/graphify/references/exports.md",
      "source_location": "L1"
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      "id": "claude_skills_graphify_references_exports_graphify_reference_extra_exports_and_benchmark",
      "label": "graphify reference: extra exports and benchmark",
      "_origin": "ast",
      "community": 19,
      "community_name": "graphify reference: extra exports and benchmark",
      "file_type": "document",
      "node_kind": "heading",
      "norm_label": "graphify reference: extra exports and benchmark",
      "source_file": ".claude/skills/graphify/references/exports.md",
      "source_location": "L1"
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      "id": "claude_skills_graphify_references_exports_step_6b_wiki_only_if_wiki_flag",
      "label": "Step 6b - Wiki (only if --wiki flag)",
      "_origin": "ast",
      "community": 19,
      "community_name": "graphify reference: extra exports and benchmark",
      "file_type": "document",
      "node_kind": "heading",
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      "source_location": "L5"
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      "id": "claude_skills_graphify_references_exports_step_7_neo4j_export_only_if_neo4j_or_neo4j_push_flag",
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      "community_name": "graphify reference: extra exports and benchmark",
      "file_type": "document",
      "node_kind": "heading",
      "norm_label": "step 7 - neo4j export (only if --neo4j or --neo4j-push flag)",
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      "source_location": "L15"
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      "id": "claude_skills_graphify_references_exports_step_7a_falkordb_export_only_if_falkordb_or_falkordb_push_flag",
      "label": "Step 7a - FalkorDB export (only if --falkordb or --falkordb-push flag)",
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      "file_type": "document",
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      "norm_label": "step 7a - falkordb export (only if --falkordb or --falkordb-push flag)",
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      "source_location": "L31"
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      "id": "claude_skills_graphify_references_exports_step_7b_svg_export_only_if_svg_flag",
      "label": "Step 7b - SVG export (only if --svg flag)",
      "_origin": "ast",
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      "community_name": "graphify reference: extra exports and benchmark",
      "file_type": "document",
      "node_kind": "heading",
      "norm_label": "step 7b - svg export (only if --svg flag)",
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      "source_location": "L47"
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    {
      "id": "claude_skills_graphify_references_exports_step_7c_graphml_export_only_if_graphml_flag",
      "label": "Step 7c - GraphML export (only if --graphml flag)",
      "_origin": "ast",
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      "community_name": "graphify reference: extra exports and benchmark",
      "file_type": "document",
      "node_kind": "heading",
      "norm_label": "step 7c - graphml export (only if --graphml flag)",
      "source_file": ".claude/skills/graphify/references/exports.md",
      "source_location": "L53"
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      "id": "claude_skills_graphify_references_exports_step_7d_mcp_server_only_if_mcp_flag",
      "label": "Step 7d - MCP server (only if --mcp flag)",
      "_origin": "ast",
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      "file_type": "document",
      "node_kind": "heading",
      "norm_label": "step 7d - mcp server (only if --mcp flag)",
      "source_file": ".claude/skills/graphify/references/exports.md",
      "source_location": "L59"
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      "id": "claude_skills_graphify_references_exports_step_8_token_reduction_benchmark_only_if_total_words_5000",
      "label": "Step 8 - Token reduction benchmark (only if total_words > 5000)",
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      "file_type": "document",
      "node_kind": "heading",
      "norm_label": "step 8 - token reduction benchmark (only if total_words > 5000)",
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      "source_location": "L79"
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      "id": "cmd_qmk_rgb_tool_commands_test",
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      "_origin": "ast",
      "community": 2,
      "community_name": "LEDType",
      "file_type": "code",
      "norm_label": "commands_test.go",
      "source_file": "cmd/qmk-rgb-tool/commands_test.go",
      "source_location": "L1"
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      "id": "cmd_qmk_rgb_tool_commands_test_testselectedchannelstopsonfirsterror",
      "label": "TestSelectedChannelStopsOnFirstError()",
      "_origin": "ast",
      "community": 2,
      "community_name": "LEDType",
      "file_type": "code",
      "norm_label": "testselectedchannelstopsonfirsterror()",
      "source_file": "cmd/qmk-rgb-tool/commands_test.go",
      "source_location": "L186"
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      "id": "cmd_qmk_rgb_tool_zones",
      "label": "zones.go",
      "_origin": "ast",
      "community": 2,
      "community_name": "LEDType",
      "file_type": "code",
      "norm_label": "zones.go",
      "source_file": "cmd/qmk-rgb-tool/zones.go",
      "source_location": "L1"
    },
    {
      "id": "internal_via_protocol",
      "label": "protocol.go",
      "_origin": "ast",
      "community": 2,
      "community_name": "LEDType",
      "file_type": "code",
      "norm_label": "protocol.go",
      "source_file": "internal/via/protocol.go",
      "source_location": "L1"
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    {
      "id": "internal_via_protocol_go_via_ledtype",
      "label": "LEDType",
      "_origin": "ast",
      "community": 2,
      "community_name": "LEDType",
      "file_type": "code",
      "norm_label": "ledtype",
      "source_file": "internal/via/protocol.go",
      "source_location": "L49"
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    {
      "id": "internal_via_protocol_go_via_protocol",
      "label": "Protocol",
      "_origin": "ast",
      "community": 2,
      "community_name": "LEDType",
      "file_type": "code",
      "norm_label": "protocol",
      "source_file": "internal/via/protocol.go",
      "source_location": "L17"
    },
    {
      "id": "internal_via_protocol_new",
      "label": "New()",
      "_origin": "ast",
      "community": 2,
      "community_name": "LEDType",
      "file_type": "code",
      "norm_label": "new()",
      "source_file": "internal/via/protocol.go",
      "source_location": "L22"
    },
    {
      "id": "qmk_rgb_tool_commandreport",
      "label": "commandReport",
      "_origin": "ast",
      "community": 2,
      "community_name": "LEDType",
      "file_type": "code",
      "norm_label": "commandreport",
      "source_file": "cmd/qmk-rgb-tool/commands_test.go",
      "source_location": "L12"
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    {
      "id": "qmk_rgb_tool_fakeinfoprotocol",
      "label": "fakeInfoProtocol",
      "_origin": "ast",
      "community": 2,
      "community_name": "LEDType",
      "file_type": "code",
      "norm_label": "fakeinfoprotocol",
      "source_file": "cmd/qmk-rgb-tool/info_test.go",
      "source_location": "L20"
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    {
      "id": "qmk_rgb_tool_fakeinfoprotocol_close",
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      "_origin": "ast",
      "community": 2,
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      "norm_label": ".close()",
      "source_file": "cmd/qmk-rgb-tool/info_test.go",
      "source_location": "L43"
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      "id": "qmk_rgb_tool_fakeinfoprotocol_getvalue",
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      "community": 2,
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      "source_file": "cmd/qmk-rgb-tool/info_test.go",
      "source_location": "L26"
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      "id": "qmk_rgb_tool_fakeinfoprotocol_setcolor",
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      "_origin": "ast",
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      "norm_label": ".setcolor()",
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      "id": "qmk_rgb_tool_fakeinfoprotocol_setvalue",
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      "_origin": "ast",
      "community": 2,
      "community_name": "LEDType",
      "file_type": "code",
      "norm_label": ".setvalue()",
      "source_file": "cmd/qmk-rgb-tool/info_test.go",
      "source_location": "L35"
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    {
      "id": "qmk_rgb_tool_fakezoneprotocol",
      "label": "fakeZoneProtocol",
      "_origin": "ast",
      "community": 2,
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      "file_type": "code",
      "norm_label": "fakezoneprotocol",
      "source_file": "cmd/qmk-rgb-tool/commands_test.go",
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      "id": "qmk_rgb_tool_fakezoneprotocol_close",
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      "_origin": "ast",
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      "id": "qmk_rgb_tool_fakezoneprotocol_getvalue",
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      "_origin": "ast",
      "community": 2,
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      "file_type": "code",
      "norm_label": ".getvalue()",
      "source_file": "cmd/qmk-rgb-tool/commands_test.go",
      "source_location": "L50"
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      "id": "qmk_rgb_tool_fakezoneprotocol_setcolor",
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      "_origin": "ast",
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      "norm_label": ".setcolor()",
      "source_file": "cmd/qmk-rgb-tool/commands_test.go",
      "source_location": "L37"
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    {
      "id": "qmk_rgb_tool_fakezoneprotocol_setvalue",
      "label": ".SetValue()",
      "_origin": "ast",
      "community": 2,
      "community_name": "LEDType",
      "file_type": "code",
      "norm_label": ".setvalue()",
      "source_file": "cmd/qmk-rgb-tool/commands_test.go",
      "source_location": "L25"
    },
    {
      "id": "qmk_rgb_tool_infokey",
      "label": "infoKey",
      "_origin": "ast",
      "community": 2,
      "community_name": "LEDType",
      "file_type": "code",
      "norm_label": "infokey",
      "source_file": "cmd/qmk-rgb-tool/info_test.go",
      "source_location": "L15"
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    {
      "id": "qmk_rgb_tool_verifyingprotocol",
      "label": "verifyingProtocol",
      "_origin": "ast",
      "community": 2,
      "community_name": "LEDType",
      "file_type": "code",
      "norm_label": "verifyingprotocol",
      "source_file": "cmd/qmk-rgb-tool/brightness_verify_test.go",
      "source_location": "L15"
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    {
      "id": "qmk_rgb_tool_verifyingprotocol_close",
      "label": ".Close()",
      "_origin": "ast",
      "community": 2,
      "community_name": "LEDType",
      "file_type": "code",
      "norm_label": ".close()",
      "source_file": "cmd/qmk-rgb-tool/brightness_verify_test.go",
      "source_location": "L37"
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    {
      "id": "qmk_rgb_tool_verifyingprotocol_getvalue",
      "label": ".GetValue()",
      "_origin": "ast",
      "community": 2,
      "community_name": "LEDType",
      "file_type": "code",
      "norm_label": ".getvalue()",
      "source_file": "cmd/qmk-rgb-tool/brightness_verify_test.go",
      "source_location": "L29"
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      "id": "qmk_rgb_tool_verifyingprotocol_setcolor",
      "label": ".SetColor()",
      "_origin": "ast",
      "community": 2,
      "community_name": "LEDType",
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      "norm_label": ".setcolor()",
      "source_file": "cmd/qmk-rgb-tool/brightness_verify_test.go",
      "source_location": "L27"
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      "id": "qmk_rgb_tool_verifyingprotocol_setvalue",
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      "_origin": "ast",
      "community": 2,
      "community_name": "LEDType",
      "file_type": "code",
      "norm_label": ".setvalue()",
      "source_file": "cmd/qmk-rgb-tool/brightness_verify_test.go",
      "source_location": "L22"
    },
    {
      "id": "via_message",
      "label": "Message",
      "_origin": "ast",
      "community": 2,
      "community_name": "LEDType",
      "file_type": "code",
      "norm_label": "message",
      "source_file": "internal/via/protocol.go",
      "source_location": "L40"
    },
    {
      "id": "via_protocol_close",
      "label": ".Close()",
      "_origin": "ast",
      "community": 2,
      "community_name": "LEDType",
      "file_type": "code",
      "norm_label": ".close()",
      "source_file": "internal/via/protocol.go",
      "source_location": "L32"
    },
    {
      "id": "via_protocol_disablelighting",
      "label": ".DisableLighting()",
      "_origin": "ast",
      "community": 2,
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      "norm_label": ".disablelighting()",
      "source_file": "internal/via/protocol.go",
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    {
      "id": "via_protocol_enablelighting",
      "label": ".EnableLighting()",
      "_origin": "ast",
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      "norm_label": ".enablelighting()",
      "source_file": "internal/via/protocol.go",
      "source_location": "L84"
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    {
      "id": "via_protocol_getvalue",
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      "_origin": "ast",
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      "norm_label": ".getvalue()",
      "source_file": "internal/via/protocol.go",
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      "id": "via_protocol_readresponse",
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      "id": "via_protocol_setcolor",
      "label": ".SetColor()",
      "_origin": "ast",
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      "norm_label": ".setcolor()",
      "source_file": "internal/via/protocol.go",
      "source_location": "L113"
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    {
      "id": "via_protocol_setlightingcolor",
      "label": ".SetLightingColor()",
      "_origin": "ast",
      "community": 2,
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      "norm_label": ".setlightingcolor()",
      "source_file": "internal/via/protocol.go",
      "source_location": "L104"
    },
    {
      "id": "via_protocol_setvalue",
      "label": ".SetValue()",
      "_origin": "ast",
      "community": 2,
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      "norm_label": ".setvalue()",
      "source_file": "internal/via/protocol.go",
      "source_location": "L58"
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    {
      "id": "via_transport",
      "label": "transport",
      "_origin": "ast",
      "community": 2,
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      "source_file": "internal/via/protocol.go",
      "source_location": "L10"
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    {
      "id": "via_transport_close",
      "label": ".Close()",
      "_origin": "ast",
      "community": 2,
      "community_name": "LEDType",
      "file_type": "code",
      "norm_label": ".close()",
      "source_file": "internal/via/protocol.go",
      "source_location": "L13"
    },
    {
      "id": "via_transport_read",
      "label": ".Read()",
      "_origin": "ast",
      "community": 2,
      "community_name": "LEDType",
      "file_type": "code",
      "norm_label": ".read()",
      "source_file": "internal/via/protocol.go",
      "source_location": "L12"
    },
    {
      "id": "via_transport_sendreport",
      "label": ".SendReport()",
      "_origin": "ast",
      "community": 2,
      "community_name": "LEDType",
      "file_type": "code",
      "norm_label": ".sendreport()",
      "source_file": "internal/via/protocol.go",
      "source_location": "L11"
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      "id": "claude_skills_graphify_references_query",
      "label": "query.md",
      "_origin": "ast",
      "community": 20,
      "community_name": "graphify reference: query, path, explain",
      "file_type": "document",
      "node_kind": "page",
      "norm_label": "query.md",
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      "id": "claude_skills_graphify_references_query_for_graphify_explain",
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      "_origin": "ast",
      "community": 20,
      "community_name": "graphify reference: query, path, explain",
      "file_type": "document",
      "node_kind": "heading",
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      "id": "claude_skills_graphify_references_query_for_graphify_path",
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      "_origin": "ast",
      "community": 20,
      "community_name": "graphify reference: query, path, explain",
      "file_type": "document",
      "node_kind": "heading",
      "norm_label": "for /graphify path",
      "source_file": ".claude/skills/graphify/references/query.md",
      "source_location": "L186"
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      "id": "claude_skills_graphify_references_query_graphify_reference_query_path_explain",
      "label": "graphify reference: query, path, explain",
      "_origin": "ast",
      "community": 20,
      "community_name": "graphify reference: query, path, explain",
      "file_type": "document",
      "node_kind": "heading",
      "norm_label": "graphify reference: query, path, explain",
      "source_file": ".claude/skills/graphify/references/query.md",
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      "id": "claude_skills_graphify_references_query_step_0_constrained_query_expansion_required_before_traversal",
      "label": "Step 0 \u2014 Constrained query expansion (REQUIRED before traversal)",
      "_origin": "ast",
      "community": 20,
      "community_name": "graphify reference: query, path, explain",
      "file_type": "document",
      "node_kind": "heading",
      "norm_label": "step 0 \u2014 constrained query expansion (required before traversal)",
      "source_file": ".claude/skills/graphify/references/query.md",
      "source_location": "L23"
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      "id": "claude_skills_graphify_references_query_step_1_traversal",
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      "community": 20,
      "community_name": "graphify reference: query, path, explain",
      "file_type": "document",
      "node_kind": "heading",
      "norm_label": "step 1 \u2014 traversal",
      "source_file": ".claude/skills/graphify/references/query.md",
      "source_location": "L61"
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      "id": "claude_skills_graphify_references_add_watch",
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      "_origin": "ast",
      "community": 21,
      "community_name": "graphify reference: add a URL and watch a folder",
      "file_type": "document",
      "node_kind": "page",
      "norm_label": "add-watch.md",
      "source_file": ".claude/skills/graphify/references/add-watch.md",
      "source_location": "L1"
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    {
      "id": "claude_skills_graphify_references_add_watch_for_graphify_add",
      "label": "For /graphify add",
      "_origin": "ast",
      "community": 21,
      "community_name": "graphify reference: add a URL and watch a folder",
      "file_type": "document",
      "node_kind": "heading",
      "norm_label": "for /graphify add",
      "source_file": ".claude/skills/graphify/references/add-watch.md",
      "source_location": "L5"
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    {
      "id": "claude_skills_graphify_references_add_watch_for_watch",
      "label": "For --watch",
      "_origin": "ast",
      "community": 21,
      "community_name": "graphify reference: add a URL and watch a folder",
      "file_type": "document",
      "node_kind": "heading",
      "norm_label": "for --watch",
      "source_file": ".claude/skills/graphify/references/add-watch.md",
      "source_location": "L39"
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      "id": "claude_skills_graphify_references_add_watch_graphify_reference_add_a_url_and_watch_a_folder",
      "label": "graphify reference: add a URL and watch a folder",
      "_origin": "ast",
      "community": 21,
      "community_name": "graphify reference: add a URL and watch a folder",
      "file_type": "document",
      "node_kind": "heading",
      "norm_label": "graphify reference: add a url and watch a folder",
      "source_file": ".claude/skills/graphify/references/add-watch.md",
      "source_location": "L1"
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      "id": "claude_skills_graphify_references_hooks",
      "label": "hooks.md",
      "_origin": "ast",
      "community": 22,
      "community_name": "graphify reference: commit hook and native CLAUDE.md integration",
      "file_type": "document",
      "node_kind": "page",
      "norm_label": "hooks.md",
      "source_file": ".claude/skills/graphify/references/hooks.md",
      "source_location": "L1"
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    {
      "id": "claude_skills_graphify_references_hooks_for_git_commit_hook",
      "label": "For git commit hook",
      "_origin": "ast",
      "community": 22,
      "community_name": "graphify reference: commit hook and native CLAUDE.md integration",
      "file_type": "document",
      "node_kind": "heading",
      "norm_label": "for git commit hook",
      "source_file": ".claude/skills/graphify/references/hooks.md",
      "source_location": "L5"
    },
    {
      "id": "claude_skills_graphify_references_hooks_for_native_claude_md_integration",
      "label": "For native CLAUDE.md integration",
      "_origin": "ast",
      "community": 22,
      "community_name": "graphify reference: commit hook and native CLAUDE.md integration",
      "file_type": "document",
      "node_kind": "heading",
      "norm_label": "for native claude.md integration",
      "source_file": ".claude/skills/graphify/references/hooks.md",
      "source_location": "L21"
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      "id": "claude_skills_graphify_references_hooks_graphify_reference_commit_hook_and_native_claude_md_integration",
      "label": "graphify reference: commit hook and native CLAUDE.md integration",
      "_origin": "ast",
      "community": 22,
      "community_name": "graphify reference: commit hook and native CLAUDE.md integration",
      "file_type": "document",
      "node_kind": "heading",
      "norm_label": "graphify reference: commit hook and native claude.md integration",
      "source_file": ".claude/skills/graphify/references/hooks.md",
      "source_location": "L1"
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      "id": "claude_skills_graphify_references_update",
      "label": "update.md",
      "_origin": "ast",
      "community": 23,
      "community_name": "graphify reference: incremental update and cluster-only",
      "file_type": "document",
      "node_kind": "page",
      "norm_label": "update.md",
      "source_file": ".claude/skills/graphify/references/update.md",
      "source_location": "L1"
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    {
      "id": "claude_skills_graphify_references_update_for_cluster_only",
      "label": "For --cluster-only",
      "_origin": "ast",
      "community": 23,
      "community_name": "graphify reference: incremental update and cluster-only",
      "file_type": "document",
      "node_kind": "heading",
      "norm_label": "for --cluster-only",
      "source_file": ".claude/skills/graphify/references/update.md",
      "source_location": "L202"
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      "id": "claude_skills_graphify_references_update_for_update_incremental_re_extraction",
      "label": "For --update (incremental re-extraction)",
      "_origin": "ast",
      "community": 23,
      "community_name": "graphify reference: incremental update and cluster-only",
      "file_type": "document",
      "node_kind": "heading",
      "norm_label": "for --update (incremental re-extraction)",
      "source_file": ".claude/skills/graphify/references/update.md",
      "source_location": "L5"
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    {
      "id": "claude_skills_graphify_references_update_graphify_reference_incremental_update_and_cluster_only",
      "label": "graphify reference: incremental update and cluster-only",
      "_origin": "ast",
      "community": 23,
      "community_name": "graphify reference: incremental update and cluster-only",
      "file_type": "document",
      "node_kind": "heading",
      "norm_label": "graphify reference: incremental update and cluster-only",
      "source_file": ".claude/skills/graphify/references/update.md",
      "source_location": "L1"
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    {
      "id": "claude_skills_graphify_references_github_and_merge",
      "label": "github-and-merge.md",
      "_origin": "ast",
      "community": 25,
      "community_name": "graphify reference: GitHub clone and cross-repo merge",
      "file_type": "document",
      "node_kind": "page",
      "norm_label": "github-and-merge.md",
      "source_file": ".claude/skills/graphify/references/github-and-merge.md",
      "source_location": "L1"
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      "id": "claude_skills_graphify_references_github_and_merge_graphify_reference_github_clone_and_cross_repo_merge",
      "label": "graphify reference: GitHub clone and cross-repo merge",
      "_origin": "ast",
      "community": 25,
      "community_name": "graphify reference: GitHub clone and cross-repo merge",
      "file_type": "document",
      "node_kind": "heading",
      "norm_label": "graphify reference: github clone and cross-repo merge",
      "source_file": ".claude/skills/graphify/references/github-and-merge.md",
      "source_location": "L1"
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      "id": "claude_skills_graphify_references_github_and_merge_step_0_clone_github_repo_s_only_if_a_github_url_was_given",
      "label": "Step 0 - Clone GitHub repo(s) (only if a GitHub URL was given)",
      "_origin": "ast",
      "community": 25,
      "community_name": "graphify reference: GitHub clone and cross-repo merge",
      "file_type": "document",
      "node_kind": "heading",
      "norm_label": "step 0 - clone github repo(s) (only if a github url was given)",
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      "source_location": "L5"
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      "id": "claude_skills_graphify_references_transcribe",
      "label": "transcribe.md",
      "_origin": "ast",
      "community": 26,
      "community_name": "graphify reference: transcribe video and audio",
      "file_type": "document",
      "node_kind": "page",
      "norm_label": "transcribe.md",
      "source_file": ".claude/skills/graphify/references/transcribe.md",
      "source_location": "L1"
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      "id": "claude_skills_graphify_references_transcribe_graphify_reference_transcribe_video_and_audio",
      "label": "graphify reference: transcribe video and audio",
      "_origin": "ast",
      "community": 26,
      "community_name": "graphify reference: transcribe video and audio",
      "file_type": "document",
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      "id": "claude_skills_graphify_references_transcribe_step_2_5_transcribe_video_audio_files_only_if_video_files_detected",
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      "_origin": "ast",
      "community": 26,
      "community_name": "graphify reference: transcribe video and audio",
      "file_type": "document",
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      "id": "claude",
      "label": "CLAUDE.md",
      "_origin": "ast",
      "community": 27,
      "community_name": "CLAUDE.md",
      "file_type": "document",
      "node_kind": "page",
      "norm_label": "claude.md",
      "source_file": "CLAUDE.md",
      "source_location": "L1"
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      "id": "claude_graphify",
      "label": "graphify",
      "_origin": "ast",
      "community": 27,
      "community_name": "CLAUDE.md",
      "file_type": "document",
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      "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)",
      "source_file": ".claude/skills/graphify/SKILL.md",
      "source_location": "L147"
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      "source_location": "L107"
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      "source_location": "L151"
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      "community_name": "What You Must Do When Invoked",
      "file_type": "document",
      "node_kind": "heading",
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      "source_location": "L456"
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      "community_name": "What You Must Do When Invoked",
      "file_type": "document",
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      "source_location": "L393"
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      "source_location": "L482"
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      "community_name": "What You Must Do When Invoked",
      "file_type": "document",
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      "source_location": "L531"
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      "file_type": "document",
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      "source_location": "L557"
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      "source_location": "L551"
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      "id": "claude_skills_graphify_skill_usage",
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      "source_location": "L10"
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    {
      "id": "claude_skills_graphify_skill_what_graphify_is_for",
      "label": "What graphify is for",
      "_origin": "ast",
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      "file_type": "document",
      "node_kind": "heading",
      "norm_label": "what graphify is for",
      "source_file": ".claude/skills/graphify/SKILL.md",
      "source_location": "L45"
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      "id": "claude_skills_graphify_skill_what_you_must_do_when_invoked",
      "label": "What You Must Do When Invoked",
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      "community_name": "What You Must Do When Invoked",
      "file_type": "document",
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      "norm_label": "what you must do when invoked",
      "source_file": ".claude/skills/graphify/SKILL.md",
      "source_location": "L49"
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      "id": "cmd_qmk_rgb_tool_agents_doc_test",
      "label": "agents_doc_test.go",
      "_origin": "ast",
      "community": 8,
      "community_name": "testing.T",
      "file_type": "code",
      "norm_label": "agents_doc_test.go",
      "source_file": "cmd/qmk-rgb-tool/agents_doc_test.go",
      "source_location": "L1"
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      "label": "TestAgentsDocDoesNotDuplicateTheCommandTable()",
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      "file_type": "code",
      "norm_label": "testagentsdocdoesnotduplicatethecommandtable()",
      "source_file": "cmd/qmk-rgb-tool/agents_doc_test.go",
      "source_location": "L43"
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      "id": "cmd_qmk_rgb_tool_agents_doc_test_testagentsdocdoesnotduplicatetheeffectcatalog",
      "label": "TestAgentsDocDoesNotDuplicateTheEffectCatalog()",
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      "community_name": "testing.T",
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      "norm_label": "testagentsdocdoesnotduplicatetheeffectcatalog()",
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      "source_location": "L16"
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      "id": "cmd_qmk_rgb_tool_agents_doc_test_testagentsdoctellsagentstoreadthereadme",
      "label": "TestAgentsDocTellsAgentsToReadTheReadme()",
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      "community": 8,
      "community_name": "testing.T",
      "file_type": "code",
      "norm_label": "testagentsdoctellsagentstoreadthereadme()",
      "source_file": "cmd/qmk-rgb-tool/agents_doc_test.go",
      "source_location": "L65"
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      "id": "cmd_qmk_rgb_tool_brightness_summary_test",
      "label": "brightness_summary_test.go",
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      "file_type": "code",
      "norm_label": "brightness_summary_test.go",
      "source_file": "cmd/qmk-rgb-tool/brightness_summary_test.go",
      "source_location": "L1"
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      "id": "cmd_qmk_rgb_tool_brightness_summary_test_runbrightness",
      "label": "runBrightness()",
      "_origin": "ast",
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      "file_type": "code",
      "norm_label": "runbrightness()",
      "source_file": "cmd/qmk-rgb-tool/brightness_summary_test.go",
      "source_location": "L11"
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      "_origin": "ast",
      "community": 8,
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      "file_type": "code",
      "norm_label": "testbrightnessreportsplainmessagewhenallzonesmatch()",
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      "source_location": "L40"
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      "source_location": "L52"
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      "source_location": "L72"
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      "source_location": "L85"
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      "source_location": "L39"
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      "source_location": "L140"
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      "source_location": "L132"
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      "id": "cmd_qmk_rgb_tool_brightness_verify_test_testsetbrightnessverifiedreadsbackeveryzone",
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      "source_location": "L91"
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      "norm_label": "testsetbrightnessverifiedreportsappliedvalue()",
      "source_file": "cmd/qmk-rgb-tool/brightness_verify_test.go",
      "source_location": "L41"
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      "label": "effect_list_test.go",
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      "file_type": "code",
      "norm_label": "effect_list_test.go",
      "source_file": "cmd/qmk-rgb-tool/effect_list_test.go",
      "source_location": "L1"
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      "source_file": "cmd/qmk-rgb-tool/effect_list_test.go",
      "source_location": "L46"
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      "norm_label": "testeffectlistemitsanobjectnotabarearray()",
      "source_file": "cmd/qmk-rgb-tool/effect_list_test.go",
      "source_location": "L12"
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      "id": "cmd_qmk_rgb_tool_flags_test",
      "label": "flags_test.go",
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      "file_type": "code",
      "norm_label": "flags_test.go",
      "source_file": "cmd/qmk-rgb-tool/flags_test.go",
      "source_location": "L1"
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      "source_location": "L12"
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      "source_location": "L46"
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      "source_location": "L73"
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      "source_location": "L29"
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      "source_location": "L93"
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      "source_location": "L186"
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      "source_location": "L47"
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      "source_location": "L1"
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      "source_location": "L11"
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      "source_location": "L1"
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      "source_location": "L35"
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      "source_location": "L60"
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      "source_location": "L89"
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      "source_location": "L116"
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      "source_location": "L124"
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      "source_location": "L155"
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