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      "norm_label": "generate moc-emotion: grouped by emotion_tier 3\u21922\u21921, quality_score desc.",
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    },
    {
      "label": "Format a single MOC list item with inline context.",
      "file_type": "rationale",
      "source_file": "skills/campaign-canon/scripts/generate_mocs.py",
      "source_location": "L45",
      "_origin": "ast",
      "community": 8,
      "norm_label": "format a single moc list item with inline context.",
      "community_name": "campaign-canon/scripts/generate_mocs.py",
      "id": "skills_campaign_canon_scripts_generate_mocs_rationale_45"
    },
    {
      "label": "Return standard MOC file header lines.",
      "file_type": "rationale",
      "source_file": "skills/campaign-canon/scripts/generate_mocs.py",
      "source_location": "L63",
      "_origin": "ast",
      "community": 8,
      "norm_label": "return standard moc file header lines.",
      "community_name": "campaign-canon/scripts/generate_mocs.py",
      "id": "skills_campaign_canon_scripts_generate_mocs_rationale_63"
    },
    {
      "label": "Write MOC lines to file, joining with newlines.",
      "file_type": "rationale",
      "source_file": "skills/campaign-canon/scripts/generate_mocs.py",
      "source_location": "L74",
      "_origin": "ast",
      "community": 8,
      "norm_label": "write moc lines to file, joining with newlines.",
      "community_name": "campaign-canon/scripts/generate_mocs.py",
      "id": "skills_campaign_canon_scripts_generate_mocs_rationale_74"
    },
    {
      "label": "Generate MOC-index: all cards sorted by year DESC, quality_score DESC.",
      "file_type": "rationale",
      "source_file": "skills/campaign-canon/scripts/generate_mocs.py",
      "source_location": "L79",
      "_origin": "ast",
      "community": 8,
      "norm_label": "generate moc-index: all cards sorted by year desc, quality_score desc.",
      "community_name": "campaign-canon/scripts/generate_mocs.py",
      "id": "skills_campaign_canon_scripts_generate_mocs_rationale_79"
    },
    {
      "label": "Generate MOC-pattern: grouped by pattern P01\u2013P18, quality_score DESC.",
      "file_type": "rationale",
      "source_file": "skills/campaign-canon/scripts/generate_mocs.py",
      "source_location": "L92",
      "_origin": "ast",
      "community": 8,
      "norm_label": "generate moc-pattern: grouped by pattern p01\u2013p18, quality_score desc.",
      "community_name": "campaign-canon/scripts/generate_mocs.py",
      "id": "skills_campaign_canon_scripts_generate_mocs_rationale_92"
    },
    {
      "label": "Generate MOC-emotion: grouped by emotion_tier 3\u21922\u21921, quality_score DESC.",
      "file_type": "rationale",
      "source_file": "skills/campaign-canon/scripts/generate_mocs.py",
      "source_location": "L116",
      "_origin": "ast",
      "community": 8,
      "norm_label": "generate moc-emotion: grouped by emotion_tier 3\u21922\u21921, quality_score desc.",
      "community_name": "campaign-canon/scripts/generate_mocs.py",
      "id": "skills_campaign_canon_scripts_generate_mocs_rationale_116"
    },
    {
      "label": "Generate MOC-format: grouped by category, year DESC.",
      "file_type": "rationale",
      "source_file": "skills/campaign-canon/scripts/generate_mocs.py",
      "source_location": "L137",
      "_origin": "ast",
      "community": 8,
      "norm_label": "generate moc-format: grouped by category, year desc.",
      "community_name": "campaign-canon/scripts/generate_mocs.py",
      "id": "skills_campaign_canon_scripts_generate_mocs_rationale_137"
    },
    {
      "label": "Generate MOC-industry: grouped by industry alphabetically, quality_score DESC.",
      "file_type": "rationale",
      "source_file": "skills/campaign-canon/scripts/generate_mocs.py",
      "source_location": "L158",
      "_origin": "ast",
      "community": 8,
      "norm_label": "generate moc-industry: grouped by industry alphabetically, quality_score desc.",
      "community_name": "campaign-canon/scripts/generate_mocs.py",
      "id": "skills_campaign_canon_scripts_generate_mocs_rationale_158"
    },
    {
      "label": "Generate MOC-budget: grouped by budget low/medium/high, quality_score DESC.",
      "file_type": "rationale",
      "source_file": "skills/campaign-canon/scripts/generate_mocs.py",
      "source_location": "L175",
      "_origin": "ast",
      "community": 8,
      "norm_label": "generate moc-budget: grouped by budget low/medium/high, quality_score desc.",
      "community_name": "campaign-canon/scripts/generate_mocs.py",
      "id": "skills_campaign_canon_scripts_generate_mocs_rationale_175"
    },
    {
      "label": "Load and parse all card files, return (cards, error_count).",
      "file_type": "rationale",
      "source_file": "skills/campaign-canon/scripts/generate_mocs.py",
      "source_location": "L196",
      "_origin": "ast",
      "community": 8,
      "norm_label": "load and parse all card files, return (cards, error_count).",
      "community_name": "campaign-canon/scripts/generate_mocs.py",
      "id": "skills_campaign_canon_scripts_generate_mocs_rationale_196"
    },
    {
      "label": "Entry point: load cards, write 6 MOC files, print summary.",
      "file_type": "rationale",
      "source_file": "skills/campaign-canon/scripts/generate_mocs.py",
      "source_location": "L212",
      "_origin": "ast",
      "community": 8,
      "norm_label": "entry point: load cards, write 6 moc files, print summary.",
      "community_name": "campaign-canon/scripts/generate_mocs.py",
      "id": "skills_campaign_canon_scripts_generate_mocs_rationale_212"
    },
    {
      "label": "test_campaign_canon.py",
      "file_type": "code",
      "source_file": "skills/campaign-canon/scripts/test_campaign_canon.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 70,
      "norm_label": "test_campaign_canon.py",
      "community_name": "test_campaign_canon.py",
      "id": "skills_campaign_canon_scripts_test_campaign_canon"
    },
    {
      "label": "test_pattern_saturation_classification()",
      "file_type": "code",
      "source_file": "skills/campaign-canon/scripts/test_campaign_canon.py",
      "source_location": "L19",
      "_origin": "ast",
      "community": 70,
      "norm_label": "test_pattern_saturation_classification()",
      "community_name": "test_campaign_canon.py",
      "id": "skills_campaign_canon_scripts_test_campaign_canon_test_pattern_saturation_classification"
    },
    {
      "label": "test_campaign_cards_are_present_and_valid()",
      "file_type": "code",
      "source_file": "skills/campaign-canon/scripts/test_campaign_canon.py",
      "source_location": "L30",
      "_origin": "ast",
      "community": 70,
      "norm_label": "test_campaign_cards_are_present_and_valid()",
      "community_name": "test_campaign_canon.py",
      "id": "skills_campaign_canon_scripts_test_campaign_canon_test_campaign_cards_are_present_and_valid"
    },
    {
      "label": "test_moc_index_files_are_accessible()",
      "file_type": "code",
      "source_file": "skills/campaign-canon/scripts/test_campaign_canon.py",
      "source_location": "L37",
      "_origin": "ast",
      "community": 70,
      "norm_label": "test_moc_index_files_are_accessible()",
      "community_name": "test_campaign_canon.py",
      "id": "skills_campaign_canon_scripts_test_campaign_canon_test_moc_index_files_are_accessible"
    },
    {
      "label": "main()",
      "file_type": "code",
      "source_file": "skills/campaign-canon/scripts/test_campaign_canon.py",
      "source_location": "L46",
      "_origin": "ast",
      "community": 70,
      "norm_label": "main()",
      "community_name": "test_campaign_canon.py",
      "id": "skills_campaign_canon_scripts_test_campaign_canon_main"
    },
    {
      "label": "Verify that saturated patterns P09, P11, and P16 are identified.",
      "file_type": "rationale",
      "source_file": "skills/campaign-canon/scripts/test_campaign_canon.py",
      "source_location": "L20",
      "_origin": "ast",
      "community": 70,
      "norm_label": "verify that saturated patterns p09, p11, and p16 are identified.",
      "community_name": "test_campaign_canon.py",
      "id": "skills_campaign_canon_scripts_test_campaign_canon_rationale_20"
    },
    {
      "label": "Verify that the 571 campaign card library is present.",
      "file_type": "rationale",
      "source_file": "skills/campaign-canon/scripts/test_campaign_canon.py",
      "source_location": "L31",
      "_origin": "ast",
      "community": 70,
      "norm_label": "verify that the 571 campaign card library is present.",
      "community_name": "test_campaign_canon.py",
      "id": "skills_campaign_canon_scripts_test_campaign_canon_rationale_31"
    },
    {
      "label": "Verify all 6 MOC files exist.",
      "file_type": "rationale",
      "source_file": "skills/campaign-canon/scripts/test_campaign_canon.py",
      "source_location": "L38",
      "_origin": "ast",
      "community": 70,
      "norm_label": "verify all 6 moc files exist.",
      "community_name": "test_campaign_canon.py",
      "id": "skills_campaign_canon_scripts_test_campaign_canon_rationale_38"
    },
    {
      "label": "campaign-canon/scripts/test_creative_director.py",
      "file_type": "code",
      "source_file": "skills/campaign-canon/scripts/test_creative_director.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 35,
      "norm_label": "campaign-canon/scripts/test_creative_director.py",
      "community_name": "campaign-canon/scripts/test_creative_director.py",
      "id": "skills_campaign_canon_scripts_test_creative_director"
    },
    {
      "label": "calculate_weighted_score()",
      "file_type": "code",
      "source_file": "skills/campaign-canon/scripts/test_creative_director.py",
      "source_location": "L22",
      "_origin": "ast",
      "community": 35,
      "norm_label": "calculate_weighted_score()",
      "community_name": "campaign-canon/scripts/test_creative_director.py",
      "id": "skills_campaign_canon_scripts_test_creative_director_calculate_weighted_score"
    },
    {
      "label": "test_tag_schema_parsing_yields_valid_enums()",
      "file_type": "code",
      "source_file": "skills/campaign-canon/scripts/test_creative_director.py",
      "source_location": "L35",
      "_origin": "ast",
      "community": 35,
      "norm_label": "test_tag_schema_parsing_yields_valid_enums()",
      "community_name": "campaign-canon/scripts/test_creative_director.py",
      "id": "skills_campaign_canon_scripts_test_creative_director_test_tag_schema_parsing_yields_valid_enums"
    },
    {
      "label": "test_legendary_campaign_cards_adhere_to_schema()",
      "file_type": "code",
      "source_file": "skills/campaign-canon/scripts/test_creative_director.py",
      "source_location": "L45",
      "_origin": "ast",
      "community": 35,
      "norm_label": "test_legendary_campaign_cards_adhere_to_schema()",
      "community_name": "campaign-canon/scripts/test_creative_director.py",
      "id": "skills_campaign_canon_scripts_test_creative_director_test_legendary_campaign_cards_adhere_to_schema"
    },
    {
      "label": "test_cannes_weighted_scoring_computes_accurate_thresholds()",
      "file_type": "code",
      "source_file": "skills/campaign-canon/scripts/test_creative_director.py",
      "source_location": "L59",
      "_origin": "ast",
      "community": 35,
      "norm_label": "test_cannes_weighted_scoring_computes_accurate_thresholds()",
      "community_name": "campaign-canon/scripts/test_creative_director.py",
      "id": "skills_campaign_canon_scripts_test_creative_director_test_cannes_weighted_scoring_computes_accurate_thresholds"
    },
    {
      "label": "test_saturated_pattern_saturation_threshold_caps_originality()",
      "file_type": "code",
      "source_file": "skills/campaign-canon/scripts/test_creative_director.py",
      "source_location": "L80",
      "_origin": "ast",
      "community": 35,
      "norm_label": "test_saturated_pattern_saturation_threshold_caps_originality()",
      "community_name": "campaign-canon/scripts/test_creative_director.py",
      "id": "skills_campaign_canon_scripts_test_creative_director_test_saturated_pattern_saturation_threshold_caps_originality"
    },
    {
      "label": "test_moc_index_files_exist_and_reference_cards()",
      "file_type": "code",
      "source_file": "skills/campaign-canon/scripts/test_creative_director.py",
      "source_location": "L88",
      "_origin": "ast",
      "community": 35,
      "norm_label": "test_moc_index_files_exist_and_reference_cards()",
      "community_name": "campaign-canon/scripts/test_creative_director.py",
      "id": "skills_campaign_canon_scripts_test_creative_director_test_moc_index_files_exist_and_reference_cards"
    },
    {
      "label": "main()",
      "file_type": "code",
      "source_file": "skills/campaign-canon/scripts/test_creative_director.py",
      "source_location": "L99",
      "_origin": "ast",
      "community": 35,
      "norm_label": "main()",
      "community_name": "campaign-canon/scripts/test_creative_director.py",
      "id": "skills_campaign_canon_scripts_test_creative_director_main"
    },
    {
      "label": "Calculate weighted score from the 6 Cannes/D&AD calibration criteria.",
      "file_type": "rationale",
      "source_file": "skills/campaign-canon/scripts/test_creative_director.py",
      "source_location": "L23",
      "_origin": "ast",
      "community": 35,
      "norm_label": "calculate weighted score from the 6 cannes/d&ad calibration criteria.",
      "community_name": "campaign-canon/scripts/test_creative_director.py",
      "id": "skills_campaign_canon_scripts_test_creative_director_rationale_23"
    },
    {
      "label": "Verify that tag-schema.md is successfully parsed into non-empty enum sets.",
      "file_type": "rationale",
      "source_file": "skills/campaign-canon/scripts/test_creative_director.py",
      "source_location": "L36",
      "_origin": "ast",
      "community": 35,
      "norm_label": "verify that tag-schema.md is successfully parsed into non-empty enum sets.",
      "community_name": "campaign-canon/scripts/test_creative_director.py",
      "id": "skills_campaign_canon_scripts_test_creative_director_rationale_36"
    },
    {
      "label": "Verify that every campaign card in legendary-campaigns/cards passes schema\u2026",
      "file_type": "rationale",
      "source_file": "skills/campaign-canon/scripts/test_creative_director.py",
      "source_location": "L46",
      "_origin": "ast",
      "community": 35,
      "norm_label": "verify that every campaign card in legendary-campaigns/cards passes schema...",
      "community_name": "campaign-canon/scripts/test_creative_director.py",
      "id": "skills_campaign_canon_scripts_test_creative_director_rationale_46"
    },
    {
      "label": "Verify weighted score calculation against known score combinations.",
      "file_type": "rationale",
      "source_file": "skills/campaign-canon/scripts/test_creative_director.py",
      "source_location": "L60",
      "_origin": "ast",
      "community": 35,
      "norm_label": "verify weighted score calculation against known score combinations.",
      "community_name": "campaign-canon/scripts/test_creative_director.py",
      "id": "skills_campaign_canon_scripts_test_creative_director_rationale_60"
    },
    {
      "label": "Verify that saturated patterns (P09, P11, P16) cap default originality at 7\u2026",
      "file_type": "rationale",
      "source_file": "skills/campaign-canon/scripts/test_creative_director.py",
      "source_location": "L81",
      "_origin": "ast",
      "community": 35,
      "norm_label": "verify that saturated patterns (p09, p11, p16) cap default originality at 7...",
      "community_name": "campaign-canon/scripts/test_creative_director.py",
      "id": "skills_campaign_canon_scripts_test_creative_director_rationale_81"
    },
    {
      "label": "Verify all MOC index files exist and have non-empty markdown content.",
      "file_type": "rationale",
      "source_file": "skills/campaign-canon/scripts/test_creative_director.py",
      "source_location": "L89",
      "_origin": "ast",
      "community": 35,
      "norm_label": "verify all moc index files exist and have non-empty markdown content.",
      "community_name": "campaign-canon/scripts/test_creative_director.py",
      "id": "skills_campaign_canon_scripts_test_creative_director_rationale_89"
    },
    {
      "label": "campaign-canon/scripts/validate_schema.py",
      "file_type": "code",
      "source_file": "skills/campaign-canon/scripts/validate_schema.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 80,
      "norm_label": "campaign-canon/scripts/validate_schema.py",
      "community_name": "parse_schema",
      "id": "skills_campaign_canon_scripts_validate_schema"
    },
    {
      "label": "parse_schema()",
      "file_type": "code",
      "source_file": "skills/campaign-canon/scripts/validate_schema.py",
      "source_location": "L53",
      "_origin": "ast",
      "community": 80,
      "norm_label": "parse_schema()",
      "community_name": "parse_schema",
      "id": "skills_campaign_canon_scripts_validate_schema_parse_schema"
    },
    {
      "label": "Path",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "community": 80,
      "norm_label": "path",
      "community_name": "parse_schema",
      "id": "skills_campaign_canon_scripts_validate_schema_py_path"
    },
    {
      "label": "validate_card()",
      "file_type": "code",
      "source_file": "skills/campaign-canon/scripts/validate_schema.py",
      "source_location": "L107",
      "_origin": "ast",
      "community": 80,
      "norm_label": "validate_card()",
      "community_name": "parse_schema",
      "id": "skills_campaign_canon_scripts_validate_schema_validate_card"
    },
    {
      "label": "main()",
      "file_type": "code",
      "source_file": "skills/campaign-canon/scripts/validate_schema.py",
      "source_location": "L236",
      "_origin": "ast",
      "community": 80,
      "norm_label": "main()",
      "community_name": "parse_schema",
      "id": "skills_campaign_canon_scripts_validate_schema_main"
    },
    {
      "label": "Parse tag-schema.md and return field -> set of allowed enum values.",
      "file_type": "rationale",
      "source_file": "skills/campaign-canon/scripts/validate_schema.py",
      "source_location": "L54",
      "_origin": "ast",
      "community": 80,
      "norm_label": "parse tag-schema.md and return field -> set of allowed enum values.",
      "community_name": "parse_schema",
      "id": "skills_campaign_canon_scripts_validate_schema_rationale_54"
    },
    {
      "label": "Validate a single card's frontmatter. Returns list of error strings.",
      "file_type": "rationale",
      "source_file": "skills/campaign-canon/scripts/validate_schema.py",
      "source_location": "L108",
      "_origin": "ast",
      "community": 80,
      "norm_label": "validate a single card's frontmatter. returns list of error strings.",
      "community_name": "parse_schema",
      "id": "skills_campaign_canon_scripts_validate_schema_rationale_108"
    },
    {
      "label": "test_insight_mining.py",
      "file_type": "code",
      "source_file": "skills/insight-mining/scripts/test_insight_mining.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 83,
      "norm_label": "test_insight_mining.py",
      "community_name": "test_insight_mining.py",
      "id": "skills_insight_mining_scripts_test_insight_mining"
    },
    {
      "label": "validate_insight_formula()",
      "file_type": "code",
      "source_file": "skills/insight-mining/scripts/test_insight_mining.py",
      "source_location": "L14",
      "_origin": "ast",
      "community": 83,
      "norm_label": "validate_insight_formula()",
      "community_name": "test_insight_mining.py",
      "id": "skills_insight_mining_scripts_test_insight_mining_validate_insight_formula"
    },
    {
      "label": "test_insight_formula_accepts_valid_synthesized_insights()",
      "file_type": "code",
      "source_file": "skills/insight-mining/scripts/test_insight_mining.py",
      "source_location": "L20",
      "_origin": "ast",
      "community": 83,
      "norm_label": "test_insight_formula_accepts_valid_synthesized_insights()",
      "community_name": "test_insight_mining.py",
      "id": "skills_insight_mining_scripts_test_insight_mining_test_insight_formula_accepts_valid_synthesized_insights"
    },
    {
      "label": "test_insight_formula_rejects_missing_tension_clauses()",
      "file_type": "code",
      "source_file": "skills/insight-mining/scripts/test_insight_mining.py",
      "source_location": "L27",
      "_origin": "ast",
      "community": 83,
      "norm_label": "test_insight_formula_rejects_missing_tension_clauses()",
      "community_name": "test_insight_mining.py",
      "id": "skills_insight_mining_scripts_test_insight_mining_test_insight_formula_rejects_missing_tension_clauses"
    },
    {
      "label": "test_insight_mining_reference_files_exist()",
      "file_type": "code",
      "source_file": "skills/insight-mining/scripts/test_insight_mining.py",
      "source_location": "L32",
      "_origin": "ast",
      "community": 83,
      "norm_label": "test_insight_mining_reference_files_exist()",
      "community_name": "test_insight_mining.py",
      "id": "skills_insight_mining_scripts_test_insight_mining_test_insight_mining_reference_files_exist"
    },
    {
      "label": "main()",
      "file_type": "code",
      "source_file": "skills/insight-mining/scripts/test_insight_mining.py",
      "source_location": "L40",
      "_origin": "ast",
      "community": 83,
      "norm_label": "main()",
      "community_name": "test_insight_mining.py",
      "id": "skills_insight_mining_scripts_test_insight_mining_main"
    },
    {
      "label": "Validate standard insight formula: [Audience] wants/want [X], but [Y], because\u2026",
      "file_type": "rationale",
      "source_file": "skills/insight-mining/scripts/test_insight_mining.py",
      "source_location": "L15",
      "_origin": "ast",
      "community": 83,
      "norm_label": "validate standard insight formula: [audience] wants/want [x], but [y], because...",
      "community_name": "test_insight_mining.py",
      "id": "skills_insight_mining_scripts_test_insight_mining_rationale_15"
    },
    {
      "label": "test_visual_storytelling.py",
      "file_type": "code",
      "source_file": "skills/visual-storytelling/scripts/test_visual_storytelling.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 98,
      "norm_label": "test_visual_storytelling.py",
      "community_name": "test_visual_storytelling.py",
      "id": "skills_visual_storytelling_scripts_test_visual_storytelling"
    },
    {
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