LICENSE
NOTICE
README.md
pyproject.toml
dokimi/__init__.py
dokimi/__main__.py
dokimi/_version.py
dokimi/artifacts.py
dokimi/caching.py
dokimi/cli.py
dokimi/config.py
dokimi/config_check.py
dokimi/console.py
dokimi/coverage.py
dokimi/datasets_export.py
dokimi/defaults.py
dokimi/intents.py
dokimi/intents.yaml
dokimi/llm.py
dokimi/plugins.py
dokimi/process.py
dokimi/products.yaml
dokimi/registry.py
dokimi/schema_check.py
dokimi/schema_compat.py
dokimi/tool_preference.py
dokimi/utils.py
dokimi.egg-info/PKG-INFO
dokimi.egg-info/SOURCES.txt
dokimi.egg-info/dependency_links.txt
dokimi.egg-info/entry_points.txt
dokimi.egg-info/requires.txt
dokimi.egg-info/top_level.txt
dokimi/agent_profiles/__init__.py
dokimi/agent_profiles/loader.py
dokimi/commands/__init__.py
dokimi/commands/answers.py
dokimi/commands/arms.py
dokimi/commands/baseline.py
dokimi/commands/benchmark.py
dokimi/commands/catalog.py
dokimi/commands/context.py
dokimi/commands/dashboard.py
dokimi/commands/dataset.py
dokimi/commands/evaluate.py
dokimi/commands/explore.py
dokimi/commands/ingest.py
dokimi/commands/judge_reliability.py
dokimi/commands/library.py
dokimi/commands/novelty.py
dokimi/commands/orchestrate.py
dokimi/commands/personas.py
dokimi/commands/questions.py
dokimi/commands/repo.py
dokimi/commands/repo_run.py
dokimi/commands/report.py
dokimi/commands/run.py
dokimi/commands/subjects.py
dokimi/commands/tasks.py
dokimi/commands/tools.py
dokimi/config/products.yaml
dokimi/context/__init__.py
dokimi/context/trace.py
dokimi/dashboard/__init__.py
dokimi/dashboard/aggregator.py
dokimi/dashboard/markdown_renderer.py
dokimi/eval/__init__.py
dokimi/eval/agent_runner.py
dokimi/eval/answerer.py
dokimi/eval/arm_runner.py
dokimi/eval/arm_summary.py
dokimi/eval/binary_stats.py
dokimi/eval/cells.py
dokimi/eval/checklist.py
dokimi/eval/cross_judge.py
dokimi/eval/degrade.py
dokimi/eval/diagnoser.py
dokimi/eval/grounding.py
dokimi/eval/interactions.py
dokimi/eval/judge.py
dokimi/eval/judge_context.py
dokimi/eval/judge_sequential.py
dokimi/eval/judge_validity.py
dokimi/eval/judge_wording.py
dokimi/eval/matrix_rollup.py
dokimi/eval/pairwise.py
dokimi/eval/panel.py
dokimi/eval/plugin_delta.py
dokimi/eval/question_text.py
dokimi/eval/ragas_eval.py
dokimi/eval/reranker.py
dokimi/eval/stats.py
dokimi/eval/typed_scorer.py
dokimi/eval/validity_scoring.py
dokimi/explore/__init__.py
dokimi/explore/explorer.py
dokimi/explore/runner.py
dokimi/explore/tasks.py
dokimi/external/__init__.py
dokimi/external/catalog.py
dokimi/external/trigger_set.py
dokimi/gate/__init__.py
dokimi/gate/critical_bands.py
dokimi/gate/novelty_gate.py
dokimi/gate/regression.py
dokimi/gate/score_gate.py
dokimi/gate/trust_gate.py
dokimi/harnesses/__init__.py
dokimi/harnesses/agent_sandbox.py
dokimi/harnesses/benchflow.py
dokimi/harnesses/claude_json.py
dokimi/harnesses/command.py
dokimi/harnesses/container_agent.py
dokimi/harnesses/docker_solver.py
dokimi/harnesses/egress_proxy.py
dokimi/harnesses/exploration.py
dokimi/harnesses/models.py
dokimi/harnesses/operations.py
dokimi/harnesses/registry.py
dokimi/harnesses/runner.py
dokimi/harnesses/skill_treatment.py
dokimi/harnesses/solver_stream.py
dokimi/harnesses/tasks.py
dokimi/ingest/__init__.py
dokimi/ingest/chunker.py
dokimi/ingest/docling_loader.py
dokimi/ingest/loader.py
dokimi/mcp/__init__.py
dokimi/mcp/context7.py
dokimi/mcp/factory.py
dokimi/mcp/local_markdown.py
dokimi/mcp/mcp_protocol.py
dokimi/mcp/okf_client.py
dokimi/mcp/url_client.py
dokimi/mcp/utils.py
dokimi/metrics/__init__.py
dokimi/metrics/coverage.py
dokimi/metrics/example_runner.py
dokimi/metrics/exploration.py
dokimi/metrics/freshness_lite.py
dokimi/metrics/readability.py
dokimi/metrics/usage.py
dokimi/novelty/__init__.py
dokimi/novelty/analyze.py
dokimi/novelty/atoms.py
dokimi/novelty/attribute.py
dokimi/novelty/batching.py
dokimi/novelty/bundle.py
dokimi/novelty/classify.py
dokimi/novelty/client.py
dokimi/novelty/items.py
dokimi/novelty/measure.py
dokimi/novelty/needs.py
dokimi/novelty/probes.py
dokimi/novelty/report.py
dokimi/novelty/retention.py
dokimi/novelty/routing.py
dokimi/novelty/shorten.py
dokimi/novelty/spans.py
dokimi/novelty/tiers.py
dokimi/orchestrator/__init__.py
dokimi/orchestrator/pipeline.py
dokimi/personas/__init__.py
dokimi/personas/analyzer.py
dokimi/personas/generator.py
dokimi/questions/__init__.py
dokimi/questions/artifact.py
dokimi/questions/chunk_gen.py
dokimi/questions/llm_gen.py
dokimi/questions/normalizer.py
dokimi/questions/panel_reviewer.py
dokimi/questions/quality_analyzer.py
dokimi/questions/ragas_seed.py
dokimi/questions/refiner.py
dokimi/questions/validator.py
dokimi/report/__init__.py
dokimi/report/arms_report.py
dokimi/report/eval_report.py
dokimi/report/exploration_report.py
dokimi/report/generator.py
dokimi/report/json_report.py
dokimi/report/markdown_report.py
dokimi/report/matrix_rollup_report.py
dokimi/report/model_compare.py
dokimi/report/plugin_delta_report.py
dokimi/report/subject_report.py
dokimi/report/task_runs_report.py
dokimi/repos/__init__.py
dokimi/repos/bases.py
dokimi/repos/compare.py
dokimi/repos/container.py
dokimi/repos/events.py
dokimi/repos/grading.py
dokimi/repos/harness_profile.py
dokimi/repos/manifest.py
dokimi/repos/reach.py
dokimi/repos/report.py
dokimi/repos/runner.py
dokimi/repos/selfcheck.py
dokimi/repos/source.py
dokimi/repos/static.py
dokimi/repos/workspace.py
dokimi/repos/l0/__init__.py
dokimi/repos/l0/adapters.py
dokimi/repos/l0/core.py
dokimi/repos/l0/markdown.py
dokimi/repos/profiles/claude-code.yaml
dokimi/repos/support/no_background.py
dokimi/runner/__init__.py
dokimi/runner/compare.py
dokimi/runner/manifest.py
dokimi/runner/run.py
dokimi/runner/spec.py
dokimi/runner/spec.schema.json
dokimi/schemas/answers.v1.json
dokimi/schemas/arms.v1.json
dokimi/schemas/eval.v1.json
dokimi/schemas/explore_runs.v1.json
dokimi/schemas/guidance_reach.v1.json
dokimi/schemas/harness_profile.v1.json
dokimi/schemas/matrix_rollup.v1.json
dokimi/schemas/novelty.v1.json
dokimi/schemas/plugin_delta.v1.json
dokimi/schemas/questions.v1.json
dokimi/schemas/questions.v2.json
dokimi/schemas/repo_grade.v1.json
dokimi/schemas/repo_manifest.v1.json
dokimi/schemas/repo_readiness.v1.json
dokimi/schemas/repo_static.v1.json
dokimi/schemas/subject_scorecard.v1.json
dokimi/schemas/subject_scorecard.v2.json
dokimi/schemas/task_runs.v1.json
dokimi/schemas/tool_preference.v1.json
dokimi/schemas/tool_preference_groups.v1.json
dokimi/skills/__init__.py
dokimi/skills/loader.py
dokimi/subjects/__init__.py
dokimi/subjects/loader.py
dokimi/subjects/models.py
dokimi/subjects/novelty_track.py
dokimi/subjects/scorecard.py
dokimi/treatments/__init__.py
dokimi/treatments/arms.py
dokimi/treatments/base.py
dokimi/treatments/factory.py
dokimi/treatments/specs.py
dokimi/treatments/tools.py
tests/test_agent_profiles.py
tests/test_agent_runner.py
tests/test_agent_sandbox.py
tests/test_arm_runner.py
tests/test_arm_specs.py
tests/test_arms_report.py
tests/test_artifact_fixtures.py
tests/test_artifacts.py
tests/test_baseline_compare.py
tests/test_benchflow_harness.py
tests/test_benchmark_command_question_set.py
tests/test_binary_stats.py
tests/test_caching.py
tests/test_catalog_command.py
tests/test_check_changelog_fragment.py
tests/test_check_release.py
tests/test_check_smoke_runs.py
tests/test_check_treatment_batch.py
tests/test_chunk_gen.py
tests/test_ci_local.py
tests/test_cli_help.py
tests/test_combined_treatment.py
tests/test_config_drift.py
tests/test_console_encoding.py
tests/test_container_agent.py
tests/test_context_trace.py
tests/test_coverage_contract.py
tests/test_critical_bands.py
tests/test_dashboard.py
tests/test_datasets_export.py
tests/test_default_branches.py
tests/test_diagnoser.py
tests/test_docker_solver_harness.py
tests/test_docker_task_md.py
tests/test_docling_loader.py
tests/test_docs_code_refs.py
tests/test_docs_hooks.py
tests/test_docs_links.py
tests/test_empty_question_rule.py
tests/test_eval_answerer.py
tests/test_eval_cells.py
tests/test_eval_judge.py
tests/test_eval_ragas.py
tests/test_example_runner.py
tests/test_example_runner_processes.py
tests/test_exploration_metrics.py
tests/test_explore_track.py
tests/test_external_catalog.py
tests/test_external_integration.py
tests/test_gate_call_sites.py
tests/test_get_llm_bedrock.py
tests/test_grounding.py
tests/test_intents.py
tests/test_judge_panel.py
tests/test_judge_provider_choices.py
tests/test_judge_provider_default.py
tests/test_judge_reliability.py
tests/test_judge_response_cache.py
tests/test_judge_sampling.py
tests/test_judge_score_validation.py
tests/test_judge_sequential_design.py
tests/test_judge_temperature_entry_points.py
tests/test_judge_transport_retry.py
tests/test_judge_validity.py
tests/test_llm.py
tests/test_llm_delegates.py
tests/test_llm_gen_extra.py
tests/test_matrix_rollup.py
tests/test_mcp_context7.py
tests/test_mcp_factory.py
tests/test_mcp_local_markdown.py
tests/test_mcp_okf_client.py
tests/test_mcp_protocol.py
tests/test_mcp_url_client.py
tests/test_metrics_usage.py
tests/test_model_compare.py
tests/test_model_defaults.py
tests/test_mypy_config.py
tests/test_normalizer.py
tests/test_novelty_analyze.py
tests/test_novelty_atoms.py
tests/test_novelty_attribute.py
tests/test_novelty_bundle.py
tests/test_novelty_bundle_guards.py
tests/test_novelty_bundle_kinds.py
tests/test_novelty_cli.py
tests/test_novelty_coverage_parity.py
tests/test_novelty_gate.py
tests/test_novelty_items.py
tests/test_novelty_journey.py
tests/test_novelty_measure.py
tests/test_novelty_probes.py
tests/test_novelty_routing.py
tests/test_novelty_shorten.py
tests/test_novelty_silent_defaults.py
tests/test_novelty_spans.py
tests/test_novelty_spend_cap.py
tests/test_novelty_stats_point_biserial.py
tests/test_novelty_tiers.py
tests/test_outcomes_plugin.py
tests/test_output_shaper_plugin.py
tests/test_packaging.py
tests/test_panel.py
tests/test_panel_properties.py
tests/test_panel_reply_validation.py
tests/test_personas_analyzer.py
tests/test_personas_generator.py
tests/test_pipeline_question_set.py
tests/test_plugin_delta.py
tests/test_pr26_properties.py
tests/test_process.py
tests/test_product_registry.py
tests/test_question_ids.py
tests/test_question_panel_reviewer.py
tests/test_question_quality_analyzer.py
tests/test_questions_artifact.py
tests/test_questions_llm_gen.py
tests/test_questions_ragas.py
tests/test_questions_validator.py
tests/test_ragas_runtime.py
tests/test_refiner.py
tests/test_regression.py
tests/test_replicates.py
tests/test_repo_bases.py
tests/test_repo_compare.py
tests/test_repo_l0.py
tests/test_repo_l0_cases.py
tests/test_repo_manifest.py
tests/test_repo_reach.py
tests/test_repo_reach_edges.py
tests/test_repo_run.py
tests/test_repo_runner.py
tests/test_report_generator_labels.py
tests/test_run_manifest.py
tests/test_runner_and_report.py
tests/test_runner_run.py
tests/test_runner_spec.py
tests/test_sampling_forwarding.py
tests/test_schema_compat.py
tests/test_score_gate.py
tests/test_skill_lift_summary.py
tests/test_skill_loader.py
tests/test_skill_selection.py
tests/test_skill_treatment.py
tests/test_stack_health.py
tests/test_stats.py
tests/test_stats_properties.py
tests/test_subjects.py
tests/test_sync_skilltext_profile.py
tests/test_task_formats.py
tests/test_task_harnesses.py
tests/test_task_runs_report.py
tests/test_tasks_command.py
tests/test_text_io_encoding.py
tests/test_tool_preference.py
tests/test_treatments.py
tests/test_trust_gate.py
tests/test_typed_scorer.py
tests/test_utils_get_llm.py
tests/test_writers_stop_on_rejected_save.py