From d7455ab9b359fe06dabc4550e4b58606013656c7 Mon Sep 17 00:00:00 2001
From: Ed_ <edwardgz@gmail.com>
Date: Sat, 4 Jul 2026 13:13:03 -0400
Subject: [PATCH] =?UTF-8?q?feat(directives):=20add=20tags.toml=20=E2=80=94?=
 =?UTF-8?q?=20multi-tag=20classification=20for=20172=20directives?=
MIME-Version: 1.0
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---
 conductor/directives/tags.toml | 553 +++++++++++++++++++++++++++++++++
 1 file changed, 553 insertions(+)
 create mode 100644 conductor/directives/tags.toml

diff --git a/conductor/directives/tags.toml b/conductor/directives/tags.toml
new file mode 100644
index 00000000..95603b14
--- /dev/null
+++ b/conductor/directives/tags.toml
@@ -0,0 +1,553 @@
+# Tags for the 172 directives in conductor/directives/
+# Multi-tag classification across 6 dimensions:
+#   1. Layer (where the rule applies):
+#      python, meta-tooling, application, process, tooling
+#   2. Operation (what activity the rule governs):
+#      reading, writing, editing, testing, committing, verifying, debugging, reviewing, dispatching
+#   3. Tier (which Tier(s) the rule applies to):
+#      tier-1, tier-2, tier-3, tier-4, all-tiers
+#   4. Subject (domain the rule is about):
+#      styleguide, architecture, error-handling, state, cache, naming, imports, comments,
+#      threading, mcp, data-structures, documentation, session-management, rag, conductor
+#   5. Severity (how strong the rule is):
+#      mandatory, forbidden, preferred, safety
+#   6. Provenance (where it was lifted from):
+#      lifted-from-<file-or-source-family>
+#
+# Each directive has 5-8 tags. 1 per dimension, except layer and subject which can have
+# a single tag from the allowed set. Provenance is always the last tag.
+
+[dictionary]
+# Schema documentation (informational)
+#
+# tag_dimensions = ["layer", "operation", "tier", "subject", "severity", "provenance"]
+#
+# layers:    python | meta-tooling | application | process | tooling
+# operations: reading | writing | editing | testing | committing | verifying | debugging | reviewing | dispatching
+# tiers:     tier-1 | tier-2 | tier-3 | tier-4 | all-tiers
+# subjects:  styleguide | architecture | error-handling | state | cache | naming | imports | comments | threading | mcp | data-structures | documentation | session-management | rag | conductor
+# severity:  mandatory | forbidden | preferred | safety
+# provenance: lifted-from-<source>
+
+[meta]
+generated = "2026-07-03"
+total_directives = 172
+method = "manual review of every v1.md header + first 200 chars of body + meta.md source provenance; 6-dim classification with layer/operation/tier/subject/severity/provenance"
+
+[directive]
+
+[directive.acknowledgment_in_first_commit]
+tags = ["process", "committing", "tier-2", "conductor", "mandatory", "lifted-from-tier2-autonomous.md"]
+
+[directive.adapt_test_mocks_to_production_api_change]
+tags = ["python", "testing", "all-tiers", "styleguide", "mandatory", "lifted-from-docs-superpowers-plans"]
+
+[directive.agent_prompt_one_independent_domain]
+tags = ["process", "dispatching", "all-tiers", "conductor", "mandatory", "lifted-from-superpowers-plugin"]
+
+[directive.anti_entropy_state_audit_before_adding]
+tags = ["python", "editing", "tier-2", "state", "mandatory", "lifted-from-tier2-tech-lead.md"]
+
+[directive.ast_parse_insufficient]
+tags = ["python", "editing", "all-tiers", "styleguide", "mandatory", "lifted-from-edit_workflow.md"]
+
+[directive.ast_verify_class_methods_after_edit]
+tags = ["python", "editing", "all-tiers", "architecture", "mandatory", "lifted-from-docs-guide"]
+
+[directive.atomic_per_task_commits]
+tags = ["process", "committing", "all-tiers", "conductor", "mandatory", "lifted-from-AGENTS.md"]
+
+[directive.audit_before_claiming_current_state]
+tags = ["process", "verifying", "tier-1", "conductor", "mandatory", "lifted-from-tier1-orchestrator.md"]
+
+[directive.ban_any_type]
+tags = ["python", "writing", "all-tiers", "data-structures", "forbidden", "lifted-from-code_styleguides.python.md"]
+
+[directive.ban_appdata_paths]
+tags = ["process", "writing", "tier-2", "architecture", "forbidden", "lifted-from-tier2-autonomous.md"]
+
+[directive.ban_arbitrary_core_mocking]
+tags = ["python", "testing", "all-tiers", "styleguide", "forbidden", "lifted-from-AGENTS.md"]
+
+[directive.ban_day_estimates]
+tags = ["process", "writing", "tier-1", "conductor", "forbidden", "lifted-from-AGENTS.md"]
+
+[directive.ban_dict_any]
+tags = ["python", "writing", "all-tiers", "data-structures", "forbidden", "lifted-from-code_styleguides.python.md"]
+
+[directive.ban_dict_get_on_known_fields]
+tags = ["python", "writing", "all-tiers", "data-structures", "forbidden", "lifted-from-code_styleguides.python.md"]
+
+[directive.ban_getattr_dispatch]
+tags = ["python", "writing", "all-tiers", "data-structures", "forbidden", "lifted-from-code_styleguides.python.md"]
+
+[directive.ban_hasattr_dispatch]
+tags = ["python", "writing", "all-tiers", "data-structures", "forbidden", "lifted-from-code_styleguides.python.md"]
+
+[directive.ban_local_imports]
+tags = ["python", "writing", "all-tiers", "imports", "forbidden", "lifted-from-tier3-worker.md"]
+
+[directive.ban_optional_returns]
+tags = ["python", "writing", "all-tiers", "error-handling", "forbidden", "lifted-from-code_styleguides.python.md"]
+
+[directive.ban_prefix_aliasing]
+tags = ["python", "writing", "all-tiers", "imports", "forbidden", "lifted-from-tier3-worker.md"]
+
+[directive.ban_repeated_from_dict]
+tags = ["python", "writing", "all-tiers", "data-structures", "forbidden", "lifted-from-tier3-worker.md"]
+
+[directive.batch_verification_not_isolation]
+tags = ["python", "testing", "all-tiers", "styleguide", "mandatory", "lifted-from-workflow.md"]
+
+[directive.boundary_layer_exception]
+tags = ["python", "writing", "all-tiers", "error-handling", "preferred", "lifted-from-code_styleguides.python.md"]
+
+[directive.brainstorm_even_for_simple_projects]
+tags = ["process", "writing", "all-tiers", "conductor", "mandatory", "lifted-from-superpowers-plugin"]
+
+[directive.cache_stable_to_volatile]
+tags = ["python", "writing", "all-tiers", "cache", "mandatory", "lifted-from-code_styleguides.cache_friendly_context.md"]
+
+[directive.cheap_fix_first_investigation_phases]
+tags = ["process", "debugging", "all-tiers", "conductor", "mandatory", "lifted-from-docs-superpowers-plans"]
+
+[directive.chroma_cache_path]
+tags = ["python", "writing", "all-tiers", "rag", "mandatory", "lifted-from-code_styleguides.chroma_cache.md"]
+
+[directive.chronology_must_regenerate_after_every_track_ship]
+tags = ["process", "writing", "tier-2", "conductor", "mandatory", "lifted-from-docs-superpowers-specs"]
+
+[directive.clarify_unclear_review_before_partial_impl]
+tags = ["process", "reviewing", "all-tiers", "conductor", "mandatory", "lifted-from-superpowers-plugin"]
+
+[directive.classifier_must_emit_per_row_evidence]
+tags = ["process", "writing", "tier-2", "data-structures", "mandatory", "lifted-from-docs-superpowers-specs"]
+
+[directive.comprehensive_logging]
+tags = ["python", "writing", "all-tiers", "architecture", "mandatory", "lifted-from-product-guidelines.md"]
+
+[directive.config_state_owner]
+tags = ["python", "writing", "all-tiers", "state", "mandatory", "lifted-from-code_styleguides.config_state_owner.md"]
+
+[directive.contract_change_audit]
+tags = ["python", "editing", "all-tiers", "architecture", "mandatory", "lifted-from-edit_workflow.md"]
+
+[directive.controller_property_delegation_no_dual_state]
+tags = ["python", "editing", "all-tiers", "state", "mandatory", "lifted-from-docs-superpowers-plans"]
+
+[directive.convention_enforcement_4_mechanisms]
+tags = ["process", "writing", "all-tiers", "conductor", "mandatory", "lifted-from-docs-AGENTS.md"]
+
+[directive.core_value_read_first]
+tags = ["process", "reading", "all-tiers", "styleguide", "mandatory", "lifted-from-docs-AGENTS.md"]
+
+[directive.decompose_or_isolate_never_offload]
+tags = ["process", "dispatching", "all-tiers", "conductor", "mandatory", "lifted-from-nagent_review_20260608"]
+
+[directive.decorator_orphan_pitfall]
+tags = ["python", "editing", "all-tiers", "styleguide", "mandatory", "lifted-from-edit_workflow.md"]
+
+[directive.deduction_loop_limit]
+tags = ["process", "debugging", "all-tiers", "conductor", "mandatory", "lifted-from-AGENTS.md"]
+
+[directive.defer_heavy_sdk_imports_to_subprocess]
+tags = ["python", "writing", "all-tiers", "architecture", "preferred", "lifted-from-docs-superpowers-specs"]
+
+[directive.defer_not_catch_for_native_crashes]
+tags = ["python", "editing", "all-tiers", "error-handling", "mandatory", "lifted-from-docs-guide"]
+
+[directive.delete_means_delete_no_reference]
+tags = ["process", "writing", "tier-3", "conductor", "mandatory", "lifted-from-superpowers-plugin"]
+
+[directive.design_leads_with_recommendation]
+tags = ["process", "writing", "all-tiers", "conductor", "preferred", "lifted-from-superpowers-plugin"]
+
+[directive.detect_existing_isolation_before_creating]
+tags = ["process", "editing", "all-tiers", "conductor", "mandatory", "lifted-from-superpowers-plugin"]
+
+[directive.deterministic_signal_endpoint_pattern]
+tags = ["python", "testing", "all-tiers", "styleguide", "mandatory", "lifted-from-todos"]
+
+[directive.docs_philosophy_then_boundaries_then_logic_then_verify]
+tags = ["process", "writing", "all-tiers", "documentation", "mandatory", "lifted-from-docs-superpowers-plans"]
+
+[directive.dsl_uses_first_class_spans_for_errors]
+tags = ["python", "writing", "all-tiers", "error-handling", "mandatory", "lifted-from-intent_dsl_survey_20260612"]
+
+[directive.edit_small_incremental]
+tags = ["python", "editing", "all-tiers", "styleguide", "mandatory", "lifted-from-edit_workflow.md"]
+
+[directive.end_of_track_report_required]
+tags = ["process", "writing", "tier-2", "conductor", "mandatory", "lifted-from-tier2-autonomous.md"]
+
+[directive.enforce_no_real_toml_in_tests]
+tags = ["python", "testing", "all-tiers", "styleguide", "mandatory", "lifted-from-docs-superpowers-plans"]
+
+[directive.evidence_before_completion_claims]
+tags = ["process", "verifying", "all-tiers", "conductor", "mandatory", "lifted-from-superpowers-plugin"]
+
+[directive.exactly_four_completion_options]
+tags = ["process", "committing", "all-tiers", "conductor", "mandatory", "lifted-from-superpowers-plugin"]
+
+[directive.failure_message_actionable_not_vague]
+tags = ["python", "testing", "all-tiers", "styleguide", "mandatory", "lifted-from-todos"]
+
+[directive.feature_flag_delete_to_turn_off]
+tags = ["process", "writing", "all-tiers", "architecture", "mandatory", "lifted-from-code_styleguides.feature_flags.md"]
+
+[directive.file_id_stable_across_rename]
+tags = ["python", "writing", "all-tiers", "data-structures", "mandatory", "lifted-from-nagent_review_20260608"]
+
+[directive.file_naming_convention]
+tags = ["process", "writing", "all-tiers", "naming", "mandatory", "lifted-from-AGENTS.md"]
+
+[directive.float_only_math_for_visual_transforms]
+tags = ["python", "writing", "all-tiers", "styleguide", "mandatory", "lifted-from-docs-superpowers-specs"]
+
+[directive.fragile_test_in_batch_is_failing_test]
+tags = ["python", "testing", "all-tiers", "styleguide", "mandatory", "lifted-from-workflow.md"]
+
+[directive.generation_script_walks_filesystem_fresh_each_run]
+tags = ["python", "writing", "all-tiers", "architecture", "mandatory", "lifted-from-docs-superpowers-specs"]
+
+[directive.git_hard_bans]
+tags = ["process", "committing", "all-tiers", "conductor", "forbidden", "lifted-from-AGENTS.md"]
+
+[directive.graceful_optional_dependency_degradation]
+tags = ["python", "writing", "all-tiers", "architecture", "mandatory", "lifted-from-docs-superpowers-specs"]
+
+[directive.imgui_scope_entered_flag_for_no_op_return]
+tags = ["python", "editing", "all-tiers", "styleguide", "mandatory", "lifted-from-docs-superpowers-plans"]
+
+[directive.imgui_scope_verification]
+tags = ["python", "editing", "all-tiers", "styleguide", "mandatory", "lifted-from-product-guidelines.md"]
+
+[directive.imscope_tuple_return_per_scope_override]
+tags = ["python", "testing", "all-tiers", "styleguide", "mandatory", "lifted-from-docs-superpowers-plans"]
+
+[directive.inherited_cruft_ask_first]
+tags = ["process", "editing", "all-tiers", "conductor", "mandatory", "lifted-from-AGENTS.md"]
+
+[directive.intent_signal_postfix_not_xml]
+tags = ["process", "writing", "all-tiers", "styleguide", "mandatory", "lifted-from-intent_dsl_survey_20260612"]
+
+[directive.interceptor_activates_only_on_matching_shape]
+tags = ["python", "writing", "all-tiers", "architecture", "mandatory", "lifted-from-docs-superpowers-specs"]
+
+[directive.knowledge_harvest_pattern]
+tags = ["process", "writing", "all-tiers", "documentation", "mandatory", "lifted-from-code_styleguides.knowledge_artifacts.md"]
+
+[directive.large_files_are_fine]
+tags = ["process", "writing", "all-tiers", "naming", "mandatory", "lifted-from-AGENTS.md"]
+
+[directive.live_gui_poll_not_sleep]
+tags = ["python", "testing", "all-tiers", "styleguide", "mandatory", "lifted-from-workflow.md"]
+
+[directive.live_gui_session_scoped_no_restart]
+tags = ["python", "testing", "all-tiers", "styleguide", "mandatory", "lifted-from-docs-guide"]
+
+[directive.log_pruner_backoff_for_locked_files]
+tags = ["python", "editing", "all-tiers", "threading", "mandatory", "lifted-from-docs-superpowers-plans"]
+
+[directive.mandatory_research_first]
+tags = ["process", "reading", "all-tiers", "conductor", "mandatory", "lifted-from-workflow.md"]
+
+[directive.manual_compaction_only_no_auto_summarize]
+tags = ["process", "writing", "tier-1", "session-management", "mandatory", "lifted-from-tier1-orchestrator.md"]
+
+[directive.master_branch_default]
+tags = ["process", "committing", "tier-2", "conductor", "mandatory", "lifted-from-tier2-autonomous.md"]
+
+[directive.meta_tooling_app_boundary_check]
+tags = ["python", "editing", "all-tiers", "mcp", "mandatory", "lifted-from-docs-guide"]
+
+[directive.metadata_boundary_type]
+tags = ["python", "writing", "all-tiers", "data-structures", "mandatory", "lifted-from-code_styleguides.data_oriented_design.md"]
+
+[directive.missing_data_renders_as_em_dash_not_crash]
+tags = ["python", "writing", "all-tiers", "error-handling", "mandatory", "lifted-from-docs-superpowers-specs"]
+
+[directive.modal_explicit_opened_list_for_lifecycle]
+tags = ["python", "editing", "all-tiers", "state", "mandatory", "lifted-from-docs-superpowers-plans"]
+
+[directive.modular_controller_pattern]
+tags = ["python", "editing", "all-tiers", "architecture", "mandatory", "lifted-from-product-guidelines.md"]
+
+[directive.neutral_language_for_doc_drift]
+tags = ["process", "writing", "all-tiers", "documentation", "preferred", "lifted-from-docs-reports"]
+
+[directive.never_inherit_session_history_to_subagent]
+tags = ["process", "dispatching", "all-tiers", "session-management", "mandatory", "lifted-from-superpowers-plugin"]
+
+[directive.nil_sentinel_pattern]
+tags = ["python", "writing", "all-tiers", "error-handling", "mandatory", "lifted-from-code_styleguides.error_handling.md"]
+
+[directive.no_comments_in_body]
+tags = ["python", "writing", "all-tiers", "comments", "forbidden", "lifted-from-code_styleguides.python.md"]
+
+[directive.no_conductor_yaml_for_artifacts]
+tags = ["process", "writing", "all-tiers", "documentation", "mandatory", "lifted-from-nagent_review_20260608"]
+
+[directive.no_content_duplication_across_agent_docs]
+tags = ["process", "writing", "all-tiers", "documentation", "mandatory", "lifted-from-docs-superpowers-plans"]
+
+[directive.no_diagnostic_noise]
+tags = ["python", "editing", "all-tiers", "comments", "forbidden", "lifted-from-code_styleguides.python.md"]
+
+[directive.no_new_src_files_without_permission]
+tags = ["process", "writing", "all-tiers", "naming", "mandatory", "lifted-from-AGENTS.md"]
+
+[directive.no_output_filtering]
+tags = ["process", "verifying", "tier-2", "conductor", "forbidden", "lifted-from-workflow.md"]
+
+[directive.no_performative_agreement_in_review]
+tags = ["process", "reviewing", "all-tiers", "conductor", "mandatory", "lifted-from-superpowers-plugin"]
+
+[directive.no_real_io_during_tests]
+tags = ["python", "testing", "all-tiers", "styleguide", "mandatory", "lifted-from-docs-guide"]
+
+[directive.no_skip_markers_as_avoidance]
+tags = ["python", "testing", "all-tiers", "styleguide", "mandatory", "lifted-from-workflow.md"]
+
+[directive.one_space_indent]
+tags = ["python", "writing", "all-tiers", "styleguide", "mandatory", "lifted-from-code_styleguides.python.md"]
+
+[directive.opt_in_integration_test_via_env_var_marker]
+tags = ["python", "testing", "all-tiers", "styleguide", "mandatory", "lifted-from-docs-superpowers-plans"]
+
+[directive.parse_failure_visible_to_conversation]
+tags = ["process", "writing", "all-tiers", "error-handling", "mandatory", "lifted-from-nagent_review_20260608"]
+
+[directive.pathlib_read_write_no_newline_kwarg]
+tags = ["python", "writing", "all-tiers", "styleguide", "mandatory", "lifted-from-docs-reports"]
+
+[directive.per_aggregate_dataclass_promotion]
+tags = ["python", "writing", "all-tiers", "data-structures", "mandatory", "lifted-from-code_styleguides.type_aliases.md"]
+
+[directive.per_conversation_scratch_dir]
+tags = ["process", "writing", "all-tiers", "architecture", "mandatory", "lifted-from-nagent_review_20260608"]
+
+[directive.per_dimension_pick_dim_not_tool]
+tags = ["process", "writing", "all-tiers", "architecture", "mandatory", "lifted-from-code_styleguides.agent_memory_dimensions.md"]
+
+[directive.per_phase_metric_regression_fix]
+tags = ["process", "verifying", "tier-2", "conductor", "mandatory", "lifted-from-tier2-autonomous.md"]
+
+[directive.pipeline_immediate_mode_no_object]
+tags = ["process", "writing", "all-tiers", "architecture", "mandatory", "lifted-from-intent_dsl_survey_20260612"]
+
+[directive.plan_steps_2_to_5_minutes_each]
+tags = ["process", "writing", "all-tiers", "conductor", "mandatory", "lifted-from-superpowers-plugin"]
+
+[directive.plans_no_placeholders_or_tbds]
+tags = ["process", "writing", "all-tiers", "conductor", "mandatory", "lifted-from-superpowers-plugin"]
+
+[directive.prefer_targeted_tier_runs]
+tags = ["process", "testing", "tier-2", "conductor", "preferred", "lifted-from-workflow.md"]
+
+[directive.preserve_before_compact_archive]
+tags = ["process", "writing", "all-tiers", "session-management", "mandatory", "lifted-from-docs-reports"]
+
+[directive.preserve_line_endings]
+tags = ["python", "editing", "all-tiers", "styleguide", "mandatory", "lifted-from-edit_workflow.md"]
+
+[directive.preserve_prior_versions_of_review_docs]
+tags = ["process", "writing", "all-tiers", "documentation", "mandatory", "lifted-from-docs-reports"]
+
+[directive.profile_first_optimize_second]
+tags = ["process", "editing", "all-tiers", "architecture", "mandatory", "lifted-from-docs-reports"]
+
+[directive.quality_gate_catches_broken_classifier_before_ship]
+tags = ["process", "verifying", "tier-2", "conductor", "mandatory", "lifted-from-docs-superpowers-specs"]
+
+[directive.quarantine_flag_the_engine_not_shared_types]
+tags = ["python", "editing", "all-tiers", "architecture", "mandatory", "lifted-from-docs-superpowers-specs"]
+
+[directive.rag_six_rules]
+tags = ["process", "writing", "all-tiers", "rag", "mandatory", "lifted-from-code_styleguides.rag_integration_discipline.md"]
+
+[directive.report_instead_of_fix_ban]
+tags = ["process", "debugging", "all-tiers", "conductor", "mandatory", "lifted-from-AGENTS.md"]
+
+[directive.reproduction_before_fix]
+tags = ["process", "debugging", "all-tiers", "conductor", "mandatory", "lifted-from-superpowers-plugin"]
+
+[directive.reset_session_preserves_project_path]
+tags = ["python", "editing", "all-tiers", "state", "mandatory", "lifted-from-docs-guide"]
+
+[directive.result_error_pattern]
+tags = ["python", "writing", "all-tiers", "error-handling", "mandatory", "lifted-from-code_styleguides.error_handling.md"]
+
+[directive.review_after_each_task_not_end]
+tags = ["process", "reviewing", "all-tiers", "conductor", "mandatory", "lifted-from-superpowers-plugin"]
+
+[directive.review_plan_critically_before_executing]
+tags = ["process", "writing", "all-tiers", "conductor", "mandatory", "lifted-from-superpowers-plugin"]
+
+[directive.run_full_tier_after_phase_refactor]
+tags = ["python", "testing", "tier-2", "styleguide", "mandatory", "lifted-from-handoffs"]
+
+[directive.runtime_config_flag_vs_test_env_var_gate]
+tags = ["python", "writing", "all-tiers", "architecture", "mandatory", "lifted-from-docs-superpowers-specs"]
+
+[directive.scope_creep_track_doc_ban]
+tags = ["process", "writing", "all-tiers", "conductor", "mandatory", "lifted-from-AGENTS.md"]
+
+[directive.sdm_dependency_tags]
+tags = ["python", "writing", "all-tiers", "documentation", "preferred", "lifted-from-code_styleguides.python.md"]
+
+[directive.search_all_call_sites_after_signature_change]
+tags = ["python", "editing", "all-tiers", "architecture", "mandatory", "lifted-from-handoffs"]
+
+[directive.single_hypothesis_minimal_test]
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