Files
TextNLPClassifierApp/graphify-out/.graphify_analysis.json
T

516 lines
24 KiB
JSON

{
"communities": {
"0": [
"specify_templates_tasks_template",
"specify_templates_tasks_template_dependencies_execution_order",
"specify_templates_tasks_template_format_id_p_story_description",
"specify_templates_tasks_template_implementation_for_user_story_1",
"specify_templates_tasks_template_implementation_for_user_story_2",
"specify_templates_tasks_template_implementation_for_user_story_3",
"specify_templates_tasks_template_implementation_strategy",
"specify_templates_tasks_template_incremental_delivery",
"specify_templates_tasks_template_mvp_first_user_story_1_only",
"specify_templates_tasks_template_notes",
"specify_templates_tasks_template_parallel_example_user_story_1",
"specify_templates_tasks_template_parallel_opportunities",
"specify_templates_tasks_template_parallel_team_strategy",
"specify_templates_tasks_template_path_conventions",
"specify_templates_tasks_template_phase_1_setup_shared_infrastructure",
"specify_templates_tasks_template_phase_2_foundational_blocking_prerequisites",
"specify_templates_tasks_template_phase_3_user_story_1_title_priority_p1_mvp",
"specify_templates_tasks_template_phase_4_user_story_2_title_priority_p2",
"specify_templates_tasks_template_phase_5_user_story_3_title_priority_p3",
"specify_templates_tasks_template_phase_dependencies",
"specify_templates_tasks_template_phase_n_polish_cross_cutting_concerns",
"specify_templates_tasks_template_tasks_feature_name",
"specify_templates_tasks_template_tests_for_user_story_1_optional_only_if_tests_requested",
"specify_templates_tasks_template_tests_for_user_story_2_optional_only_if_tests_requested",
"specify_templates_tasks_template_tests_for_user_story_3_optional_only_if_tests_requested",
"specify_templates_tasks_template_user_story_dependencies",
"specify_templates_tasks_template_within_each_user_story"
],
"1": [
"agents_skills_speckit_converge_skill",
"agents_skills_speckit_converge_skill_1_initialize_convergence_context",
"agents_skills_speckit_converge_skill_2_load_artifacts_progressive_disclosure",
"agents_skills_speckit_converge_skill_3_build_the_intent_inventory",
"agents_skills_speckit_converge_skill_4_assess_the_codebase_and_classify_findings",
"agents_skills_speckit_converge_skill_5_assign_severity",
"agents_skills_speckit_converge_skill_6_present_the_in_session_findings_summary",
"agents_skills_speckit_converge_skill_7_append_convergence_tasks_or_report_converged",
"agents_skills_speckit_converge_skill_8_provide_next_actions_handoff",
"agents_skills_speckit_converge_skill_9_check_for_extension_hooks",
"agents_skills_speckit_converge_skill_convergence_findings",
"agents_skills_speckit_converge_skill_execution_steps",
"agents_skills_speckit_converge_skill_goal",
"agents_skills_speckit_converge_skill_operating_constraints",
"agents_skills_speckit_converge_skill_pre_execution_checks",
"agents_skills_speckit_converge_skill_user_input"
],
"2": [
"specify_scripts_powershell_common",
"specify_scripts_powershell_common_find_specifyroot",
"specify_scripts_powershell_common_format_speckitcommand",
"specify_scripts_powershell_common_get_currentbranch",
"specify_scripts_powershell_common_get_featurepathsenv",
"specify_scripts_powershell_common_get_invokeseparator",
"specify_scripts_powershell_common_get_normalizedpriority",
"specify_scripts_powershell_common_get_python3command",
"specify_scripts_powershell_common_get_reporoot",
"specify_scripts_powershell_common_get_sortedextensionids",
"specify_scripts_powershell_common_resolve_specifyinitdir",
"specify_scripts_powershell_common_resolve_template",
"specify_scripts_powershell_common_resolve_templatecontent",
"specify_scripts_powershell_common_save_featurejson",
"specify_scripts_powershell_common_test_dirhasfiles",
"specify_scripts_powershell_common_test_fileexists"
],
"3": [
"agents_skills_graphify_skill",
"agents_skills_graphify_skill_for_graphify_add_and_watch",
"agents_skills_graphify_skill_for_graphify_query",
"agents_skills_graphify_skill_for_the_commit_hook_and_native_claude_md_integration",
"agents_skills_graphify_skill_for_update_and_cluster_only",
"agents_skills_graphify_skill_graphify",
"agents_skills_graphify_skill_honesty_rules",
"agents_skills_graphify_skill_interpreter_guard_for_subcommands",
"agents_skills_graphify_skill_part_a_structural_extraction_for_code_files",
"agents_skills_graphify_skill_part_b_semantic_extraction_parallel_subagents",
"agents_skills_graphify_skill_part_c_merge_ast_semantic_into_final_extraction",
"agents_skills_graphify_skill_step_0_github_repos_and_multi_path_merge_only_if_a_url_or_several_paths",
"agents_skills_graphify_skill_step_1_ensure_graphify_is_installed",
"agents_skills_graphify_skill_step_2_5_video_and_audio_only_if_video_files_detected",
"agents_skills_graphify_skill_step_2_detect_files",
"agents_skills_graphify_skill_step_3_extract_entities_and_relationships",
"agents_skills_graphify_skill_step_4_5_graph_health_check_read_only_integrity_gate",
"agents_skills_graphify_skill_step_4_build_graph_cluster_analyze_generate_outputs",
"agents_skills_graphify_skill_step_5_label_communities",
"agents_skills_graphify_skill_step_6_generate_obsidian_vault_opt_in_html",
"agents_skills_graphify_skill_step_9_save_manifest_update_cost_tracker_clean_up_and_report",
"agents_skills_graphify_skill_steps_6b_8_wiki_neo4j_falkordb_svg_graphml_mcp_benchmark_only_on_their_flags",
"agents_skills_graphify_skill_usage",
"agents_skills_graphify_skill_what_graphify_is_for",
"agents_skills_graphify_skill_what_you_must_do_when_invoked"
],
"4": [
"agents_skills_speckit_analyze_skill",
"agents_skills_speckit_analyze_skill_7_provide_next_actions",
"agents_skills_speckit_analyze_skill_8_offer_remediation",
"agents_skills_speckit_analyze_skill_9_check_for_extension_hooks",
"agents_skills_speckit_analyze_skill_analysis_guidelines",
"agents_skills_speckit_analyze_skill_context",
"agents_skills_speckit_analyze_skill_context_efficiency",
"agents_skills_speckit_analyze_skill_goal",
"agents_skills_speckit_analyze_skill_operating_constraints",
"agents_skills_speckit_analyze_skill_operating_principles",
"agents_skills_speckit_analyze_skill_pre_execution_checks",
"agents_skills_speckit_analyze_skill_specification_analysis_report",
"agents_skills_speckit_analyze_skill_user_input"
],
"5": [
"agents_skills_speckit_analyze_skill_1_initialize_analysis_context",
"agents_skills_speckit_analyze_skill_2_load_artifacts_progressive_disclosure",
"agents_skills_speckit_analyze_skill_3_build_semantic_models",
"agents_skills_speckit_analyze_skill_4_detection_passes_token_efficient_analysis",
"agents_skills_speckit_analyze_skill_5_severity_assignment",
"agents_skills_speckit_analyze_skill_6_produce_compact_analysis_report",
"agents_skills_speckit_analyze_skill_a_duplication_detection",
"agents_skills_speckit_analyze_skill_b_ambiguity_detection",
"agents_skills_speckit_analyze_skill_c_underspecification",
"agents_skills_speckit_analyze_skill_d_constitution_alignment",
"agents_skills_speckit_analyze_skill_e_coverage_gaps",
"agents_skills_speckit_analyze_skill_execution_steps",
"agents_skills_speckit_analyze_skill_f_inconsistency"
],
"6": [
"specify_templates_spec_template",
"specify_templates_spec_template_assumptions",
"specify_templates_spec_template_edge_cases",
"specify_templates_spec_template_feature_specification_feature_name",
"specify_templates_spec_template_functional_requirements",
"specify_templates_spec_template_key_entities_include_if_feature_involves_data",
"specify_templates_spec_template_measurable_outcomes",
"specify_templates_spec_template_requirements_mandatory",
"specify_templates_spec_template_success_criteria_mandatory",
"specify_templates_spec_template_user_scenarios_testing_mandatory",
"specify_templates_spec_template_user_story_1_brief_title_priority_p1",
"specify_templates_spec_template_user_story_2_brief_title_priority_p2",
"specify_templates_spec_template_user_story_3_brief_title_priority_p3"
],
"7": [
"agents_rules_graphify",
"agents_rules_graphify_graphify"
],
"8": [
"agents_skills_speckit_plan_skill",
"agents_skills_speckit_plan_skill_completion_report",
"agents_skills_speckit_plan_skill_done_when",
"agents_skills_speckit_plan_skill_key_rules",
"agents_skills_speckit_plan_skill_mandatory_post_execution_hooks",
"agents_skills_speckit_plan_skill_outline",
"agents_skills_speckit_plan_skill_phase_0_outline_research",
"agents_skills_speckit_plan_skill_phase_1_design_contracts",
"agents_skills_speckit_plan_skill_phases",
"agents_skills_speckit_plan_skill_pre_execution_checks",
"agents_skills_speckit_plan_skill_user_input"
],
"9": [
"agents_skills_speckit_specify_skill",
"agents_skills_speckit_specify_skill_completion_report",
"agents_skills_speckit_specify_skill_done_when",
"agents_skills_speckit_specify_skill_for_ai_generation",
"agents_skills_speckit_specify_skill_mandatory_post_execution_hooks",
"agents_skills_speckit_specify_skill_outline",
"agents_skills_speckit_specify_skill_pre_execution_checks",
"agents_skills_speckit_specify_skill_quick_guidelines",
"agents_skills_speckit_specify_skill_section_requirements",
"agents_skills_speckit_specify_skill_success_criteria_guidelines",
"agents_skills_speckit_specify_skill_user_input"
],
"10": [
"agents_skills_speckit_tasks_skill",
"agents_skills_speckit_tasks_skill_checklist_format_required",
"agents_skills_speckit_tasks_skill_completion_report",
"agents_skills_speckit_tasks_skill_done_when",
"agents_skills_speckit_tasks_skill_mandatory_post_execution_hooks",
"agents_skills_speckit_tasks_skill_outline",
"agents_skills_speckit_tasks_skill_phase_structure",
"agents_skills_speckit_tasks_skill_pre_execution_checks",
"agents_skills_speckit_tasks_skill_task_generation_rules",
"agents_skills_speckit_tasks_skill_task_organization",
"agents_skills_speckit_tasks_skill_user_input"
],
"11": [
"specify_memory_constitution",
"specify_memory_constitution_core_principles",
"specify_memory_constitution_governance",
"specify_memory_constitution_principle_1_name",
"specify_memory_constitution_principle_2_name",
"specify_memory_constitution_principle_3_name",
"specify_memory_constitution_principle_4_name",
"specify_memory_constitution_principle_5_name",
"specify_memory_constitution_project_name_constitution",
"specify_memory_constitution_section_2_name",
"specify_memory_constitution_section_3_name"
],
"12": [
"specify_templates_constitution_template",
"specify_templates_constitution_template_core_principles",
"specify_templates_constitution_template_governance",
"specify_templates_constitution_template_principle_1_name",
"specify_templates_constitution_template_principle_2_name",
"specify_templates_constitution_template_principle_3_name",
"specify_templates_constitution_template_principle_4_name",
"specify_templates_constitution_template_principle_5_name",
"specify_templates_constitution_template_project_name_constitution",
"specify_templates_constitution_template_section_2_name",
"specify_templates_constitution_template_section_3_name"
],
"13": [
"agents_skills_graphify_references_exports",
"agents_skills_graphify_references_exports_graphify_reference_extra_exports_and_benchmark",
"agents_skills_graphify_references_exports_step_6b_wiki_only_if_wiki_flag",
"agents_skills_graphify_references_exports_step_7_neo4j_export_only_if_neo4j_or_neo4j_push_flag",
"agents_skills_graphify_references_exports_step_7a_falkordb_export_only_if_falkordb_or_falkordb_push_flag",
"agents_skills_graphify_references_exports_step_7b_svg_export_only_if_svg_flag",
"agents_skills_graphify_references_exports_step_7c_graphml_export_only_if_graphml_flag",
"agents_skills_graphify_references_exports_step_7d_mcp_server_only_if_mcp_flag",
"agents_skills_graphify_references_exports_step_8_token_reduction_benchmark_only_if_total_words_5000"
],
"14": [
"agents_skills_ponytail_skill",
"agents_skills_ponytail_skill_boundaries",
"agents_skills_ponytail_skill_intensity",
"agents_skills_ponytail_skill_output",
"agents_skills_ponytail_skill_persistence",
"agents_skills_ponytail_skill_ponytail",
"agents_skills_ponytail_skill_rules",
"agents_skills_ponytail_skill_the_ladder",
"agents_skills_ponytail_skill_when_not_to_be_lazy"
],
"15": [
"specify_templates_plan_template",
"specify_templates_plan_template_complexity_tracking",
"specify_templates_plan_template_constitution_check",
"specify_templates_plan_template_documentation_this_feature",
"specify_templates_plan_template_implementation_plan_feature",
"specify_templates_plan_template_project_structure",
"specify_templates_plan_template_source_code_repository_root",
"specify_templates_plan_template_summary",
"specify_templates_plan_template_technical_context"
],
"16": [
"agents_skills_ponytail_help_skill",
"agents_skills_ponytail_help_skill_configure_default_mode",
"agents_skills_ponytail_help_skill_deactivate",
"agents_skills_ponytail_help_skill_levels",
"agents_skills_ponytail_help_skill_more",
"agents_skills_ponytail_help_skill_ponytail_help",
"agents_skills_ponytail_help_skill_skills",
"agents_skills_ponytail_help_skill_update"
],
"17": [
"agents_skills_speckit_checklist_skill",
"agents_skills_speckit_checklist_skill_anti_examples_what_not_to_do",
"agents_skills_speckit_checklist_skill_checklist_purpose_unit_tests_for_english",
"agents_skills_speckit_checklist_skill_example_checklist_types_sample_items",
"agents_skills_speckit_checklist_skill_execution_steps",
"agents_skills_speckit_checklist_skill_post_execution_checks",
"agents_skills_speckit_checklist_skill_pre_execution_checks",
"agents_skills_speckit_checklist_skill_user_input"
],
"18": [
"agents_skills_speckit_clarify_skill",
"agents_skills_speckit_clarify_skill_completion_report",
"agents_skills_speckit_clarify_skill_done_when",
"agents_skills_speckit_clarify_skill_mandatory_post_execution_hooks",
"agents_skills_speckit_clarify_skill_outline",
"agents_skills_speckit_clarify_skill_pre_execution_checks",
"agents_skills_speckit_clarify_skill_user_input"
],
"19": [
"agents_skills_speckit_implement_skill",
"agents_skills_speckit_implement_skill_completion_report",
"agents_skills_speckit_implement_skill_done_when",
"agents_skills_speckit_implement_skill_mandatory_post_execution_hooks",
"agents_skills_speckit_implement_skill_outline",
"agents_skills_speckit_implement_skill_pre_execution_checks",
"agents_skills_speckit_implement_skill_user_input"
],
"20": [
"agents_skills_graphify_references_query",
"agents_skills_graphify_references_query_for_graphify_explain",
"agents_skills_graphify_references_query_for_graphify_path",
"agents_skills_graphify_references_query_graphify_reference_query_path_explain",
"agents_skills_graphify_references_query_step_0_constrained_query_expansion_required_before_traversal",
"agents_skills_graphify_references_query_step_1_traversal"
],
"21": [
"agents_skills_speckit_constitution_skill",
"agents_skills_speckit_constitution_skill_outline",
"agents_skills_speckit_constitution_skill_post_execution_checks",
"agents_skills_speckit_constitution_skill_pre_execution_checks",
"agents_skills_speckit_constitution_skill_scope_guard",
"agents_skills_speckit_constitution_skill_user_input"
],
"22": [
"specify_scripts_powershell_create_new_feature",
"specify_scripts_powershell_create_new_feature_convertto_cleanbranchname",
"specify_scripts_powershell_create_new_feature_get_branchname",
"specify_scripts_powershell_create_new_feature_get_fittedbranchname",
"specify_scripts_powershell_create_new_feature_get_highestnumberfromspecs",
"specify_scripts_powershell_create_new_feature_test_specprefixinuse"
],
"23": [
"agents_skills_ponytail_audit_skill",
"agents_skills_ponytail_audit_skill_boundaries",
"agents_skills_ponytail_audit_skill_hunt",
"agents_skills_ponytail_audit_skill_output",
"agents_skills_ponytail_audit_skill_tags"
],
"24": [
"agents_skills_ponytail_gain_skill",
"agents_skills_ponytail_gain_skill_boundaries",
"agents_skills_ponytail_gain_skill_honesty_boundary",
"agents_skills_ponytail_gain_skill_ponytail_gain",
"agents_skills_ponytail_gain_skill_scoreboard"
],
"25": [
"agents_skills_ponytail_review_skill",
"agents_skills_ponytail_review_skill_boundaries",
"agents_skills_ponytail_review_skill_examples",
"agents_skills_ponytail_review_skill_format",
"agents_skills_ponytail_review_skill_scoring"
],
"26": [
"agents_skills_speckit_taskstoissues_skill",
"agents_skills_speckit_taskstoissues_skill_outline",
"agents_skills_speckit_taskstoissues_skill_post_execution_checks",
"agents_skills_speckit_taskstoissues_skill_pre_execution_checks",
"agents_skills_speckit_taskstoissues_skill_user_input"
],
"27": [
"specify_templates_checklist_template",
"specify_templates_checklist_template_category_1",
"specify_templates_checklist_template_category_2",
"specify_templates_checklist_template_checklist_type_checklist_feature_name",
"specify_templates_checklist_template_notes"
],
"28": [
"agents_skills_graphify_references_add_watch",
"agents_skills_graphify_references_add_watch_for_graphify_add",
"agents_skills_graphify_references_add_watch_for_watch",
"agents_skills_graphify_references_add_watch_graphify_reference_add_a_url_and_watch_a_folder"
],
"29": [
"agents_skills_graphify_references_hooks",
"agents_skills_graphify_references_hooks_for_git_commit_hook",
"agents_skills_graphify_references_hooks_for_native_claude_md_integration",
"agents_skills_graphify_references_hooks_graphify_reference_commit_hook_and_native_claude_md_integration"
],
"30": [
"agents_skills_graphify_references_update",
"agents_skills_graphify_references_update_for_cluster_only",
"agents_skills_graphify_references_update_for_update_incremental_re_extraction",
"agents_skills_graphify_references_update_graphify_reference_incremental_update_and_cluster_only"
],
"31": [
"agents_skills_ponytail_debt_skill",
"agents_skills_ponytail_debt_skill_boundaries",
"agents_skills_ponytail_debt_skill_output",
"agents_skills_ponytail_debt_skill_scan"
],
"32": [
"agents_skills_graphify_references_github_and_merge",
"agents_skills_graphify_references_github_and_merge_graphify_reference_github_clone_and_cross_repo_merge",
"agents_skills_graphify_references_github_and_merge_step_0_clone_github_repo_s_only_if_a_github_url_was_given"
],
"33": [
"agents_skills_graphify_references_transcribe",
"agents_skills_graphify_references_transcribe_graphify_reference_transcribe_video_and_audio",
"agents_skills_graphify_references_transcribe_step_2_5_transcribe_video_audio_files_only_if_video_files_detected"
],
"34": [
"agents_skills_graphify_references_extraction_spec",
"agents_skills_graphify_references_extraction_spec_graphify_reference_extraction_subagent_prompt"
],
"35": [
"specify_scripts_powershell_check_prerequisites"
],
"36": [
"specify_scripts_powershell_resolve_template"
],
"37": [
"specify_scripts_powershell_setup_plan"
],
"38": [
"specify_scripts_powershell_setup_tasks"
],
"39": [
"agents_workflows_graphify",
"agents_workflows_graphify_workflow_graphify"
]
},
"cohesion": {
"0": 0.07407407407407407,
"1": 0.125,
"2": 0.225,
"3": 0.08,
"4": 0.15384615384615385,
"5": 0.15384615384615385,
"6": 0.15384615384615385,
"7": 1.0,
"8": 0.18181818181818182,
"9": 0.18181818181818182,
"10": 0.18181818181818182,
"11": 0.18181818181818182,
"12": 0.18181818181818182,
"13": 0.2222222222222222,
"14": 0.2222222222222222,
"15": 0.2222222222222222,
"16": 0.25,
"17": 0.25,
"18": 0.2857142857142857,
"19": 0.2857142857142857,
"20": 0.3333333333333333,
"21": 0.3333333333333333,
"22": 0.4,
"23": 0.4,
"24": 0.4,
"25": 0.4,
"26": 0.4,
"27": 0.4,
"28": 0.5,
"29": 0.5,
"30": 0.5,
"31": 0.5,
"32": 0.6666666666666666,
"33": 0.6666666666666666,
"34": 1.0,
"35": 1.0,
"36": 1.0,
"37": 1.0,
"38": 1.0,
"39": 1.0
},
"gods": [
{
"id": "specify_templates_tasks_template_tasks_feature_name",
"label": "Tasks: [FEATURE NAME]",
"degree": 13
},
{
"id": "agents_skills_graphify_skill_what_you_must_do_when_invoked",
"label": "What You Must Do When Invoked",
"degree": 12
},
{
"id": "agents_skills_graphify_skill_graphify",
"label": "/graphify",
"degree": 10
},
{
"id": "agents_skills_graphify_references_exports_graphify_reference_extra_exports_and_benchmark",
"label": "graphify reference: extra exports and benchmark",
"degree": 8
},
{
"id": "agents_skills_ponytail_skill_ponytail",
"label": "Ponytail",
"degree": 8
},
{
"id": "agents_skills_speckit_converge_skill_execution_steps",
"label": "Execution Steps",
"degree": 7
},
{
"id": "agents_skills_ponytail_help_skill_ponytail_help",
"label": "Ponytail Help",
"degree": 7
},
{
"id": "agents_skills_speckit_analyze_skill_4_detection_passes_token_efficient_analysis",
"label": "4. Detection Passes (Token-Efficient Analysis)",
"degree": 7
},
{
"id": "agents_skills_speckit_analyze_skill_execution_steps",
"label": "Execution Steps",
"degree": 7
},
{
"id": "specify_memory_constitution_core_principles",
"label": "Core Principles",
"degree": 6
}
],
"surprises": [],
"questions": [
{
"type": "bridge_node",
"question": "Why does `Execution Steps` connect `Analysis Detection` to `Specification Analysis`?",
"why": "High betweenness centrality (0.004) - this node is a cross-community bridge."
},
{
"type": "isolated_nodes",
"question": "What connects `Format: `[ID] [P?] [Story] Description``, `Implementation for User Story 1`, `Implementation for User Story 2` to the rest of the system?",
"why": "212 weakly-connected nodes found - possible documentation gaps or missing edges."
},
{
"type": "low_cohesion",
"question": "Should `Task Planning` be split into smaller, more focused modules?",
"why": "Cohesion score 0.07407407407407407 - nodes in this community are weakly interconnected."
},
{
"type": "low_cohesion",
"question": "Should `Convergence Workflow` be split into smaller, more focused modules?",
"why": "Cohesion score 0.125 - nodes in this community are weakly interconnected."
},
{
"type": "low_cohesion",
"question": "Should `Graphify Commands` be split into smaller, more focused modules?",
"why": "Cohesion score 0.08 - nodes in this community are weakly interconnected."
}
]
}