LICENSE
README.md
pyproject.toml
tests/test_core.py
tests/test_filters.py
tests/test_generation.py
tests/test_llm.py
tests/test_logging.py
tests/test_rules.py
tests/test_sandbox.py
tests/test_schemas.py
tests/test_verification.py
tests/test_world_model.py
toolsynth/__init__.py
toolsynth/__main__.py
toolsynth/cli.py
toolsynth.egg-info/PKG-INFO
toolsynth.egg-info/SOURCES.txt
toolsynth.egg-info/dependency_links.txt
toolsynth.egg-info/requires.txt
toolsynth.egg-info/top_level.txt
toolsynth/core/__init__.py
toolsynth/core/config.py
toolsynth/core/context.py
toolsynth/core/io.py
toolsynth/core/pipeline.py
toolsynth/core/registry.py
toolsynth/environment/__init__.py
toolsynth/environment/base.py
toolsynth/environment/outcome_dist.py
toolsynth/environment/real_sandbox.py
toolsynth/environment/world_model.py
toolsynth/environment/sandbox/__init__.py
toolsynth/environment/sandbox/adapter.py
toolsynth/environment/sandbox/base.py
toolsynth/environment/sandbox/registry.py
toolsynth/environment/sandbox/scenarios/__init__.py
toolsynth/environment/sandbox/scenarios/base.py
toolsynth/environment/sandbox/scenarios/financial.py
toolsynth/environment/sandbox/scenarios/food_delivery.py
toolsynth/environment/sandbox/scenarios/mobile.py
toolsynth/environment/sandbox/scenarios/travel.py
toolsynth/evaluation/__init__.py
toolsynth/evaluation/benchmark.py
toolsynth/evaluation/ea_pa.py
toolsynth/evaluation/equality.py
toolsynth/evaluation/graders.py
toolsynth/evaluation/parsing.py
toolsynth/generation/__init__.py
toolsynth/generation/context_tree.py
toolsynth/generation/diversity.py
toolsynth/generation/tool_loop.py
toolsynth/generation/user_sim.py
toolsynth/llm/__init__.py
toolsynth/llm/base.py
toolsynth/llm/embedder.py
toolsynth/llm/fake.py
toolsynth/llm/json_utils.py
toolsynth/llm/local_nll.py
toolsynth/llm/openai_compat.py
toolsynth/methods/__init__.py
toolsynth/methods/acebench/__init__.py
toolsynth/methods/acebench/config.py
toolsynth/methods/acebench/llm_compat.py
toolsynth/methods/acebench/pipeline.py
toolsynth/methods/acebench/agent/__init__.py
toolsynth/methods/acebench/agent/loop.py
toolsynth/methods/acebench/agent/runner.py
toolsynth/methods/acebench/data/__init__.py
toolsynth/methods/acebench/data/api_synthesis.py
toolsynth/methods/acebench/data/construction.py
toolsynth/methods/acebench/data/dialogue_plan.py
toolsynth/methods/acebench/data/normal.py
toolsynth/methods/acebench/data/normal_dialogue.py
toolsynth/methods/acebench/data/quality.py
toolsynth/methods/acebench/data/tool_graph.py
toolsynth/methods/acebench/prompts/__init__.py
toolsynth/methods/acebench/prompts/api_synthesis.py
toolsynth/methods/acebench/prompts/construction.py
toolsynth/methods/acebench/prompts/normal_dialogue.py
toolsynth/methods/acebench/prompts/normal_format.py
toolsynth/methods/acebench/prompts/user_simulator.py
toolsynth/methods/agent_instruct/__init__.py
toolsynth/methods/agent_instruct/agent.py
toolsynth/methods/agent_instruct/api_spec.py
toolsynth/methods/agent_instruct/config.py
toolsynth/methods/agent_instruct/orchestrator.py
toolsynth/methods/agent_instruct/pipeline.py
toolsynth/methods/agent_instruct/progress.py
toolsynth/methods/agent_instruct/types.py
toolsynth/methods/agent_instruct/flows/__init__.py
toolsynth/methods/agent_instruct/flows/content_transformation.py
toolsynth/methods/agent_instruct/flows/refinement.py
toolsynth/methods/agent_instruct/flows/seed_instruction.py
toolsynth/methods/agent_instruct/samples/snippet.py
toolsynth/methods/agent_instruct/skills/__init__.py
toolsynth/methods/agent_instruct/skills/reading_comprehension.py
toolsynth/methods/agent_instruct/skills/text_modification.py
toolsynth/methods/agent_instruct/skills/tool_use.py
toolsynth/methods/agent_instruct/taxonomies/__init__.py
toolsynth/methods/agent_instruct/taxonomies/reading_comprehension.py
toolsynth/methods/agent_instruct/taxonomies/text_modification.py
toolsynth/methods/agent_instruct/taxonomies/tool_use.py
toolsynth/methods/k2_agentic/__init__.py
toolsynth/methods/k2_agentic/config.py
toolsynth/methods/k2_agentic/fixtures.py
toolsynth/methods/k2_agentic/pipeline.py
toolsynth/methods/k2_agentic/adapters/__init__.py
toolsynth/methods/k2_agentic/adapters/deepseek.py
toolsynth/methods/k2_agentic/stages/__init__.py
toolsynth/methods/k2_agentic/stages/assemble_repository.py
toolsynth/methods/k2_agentic/stages/generate_agents.py
toolsynth/methods/k2_agentic/stages/generate_tasks.py
toolsynth/methods/k2_agentic/stages/ingest_real_mcp.py
toolsynth/methods/k2_agentic/stages/rejection_sample.py
toolsynth/methods/k2_agentic/stages/rollout.py
toolsynth/methods/k2_agentic/stages/rule_bridge.py
toolsynth/methods/k2_agentic/stages/synthesize_tools.py
toolsynth/methods/k2_agentic/stages/user_simulator.py
toolsynth/methods/k3_kg/__init__.py
toolsynth/methods/k3_kg/config.py
toolsynth/methods/k3_kg/pipeline.py
toolsynth/methods/k3_kg/tasks.py
toolsynth/methods/k3_kg/graph/__init__.py
toolsynth/methods/k3_kg/graph/concept_graph.py
toolsynth/methods/k3_kg/operators/__init__.py
toolsynth/methods/k3_kg/operators/agent_ops.py
toolsynth/methods/k3_kg/operators/interfaces.py
toolsynth/methods/k3_kg/operators/llm_client.py
toolsynth/methods/k3_kg/operators/summarizer.py
toolsynth/methods/k3_kg/operators/vector_recall.py
toolsynth/methods/k3_kg/operators/web_fetcher.py
toolsynth/methods/k3_kg/operators/web_searcher.py
toolsynth/methods/k3_kg/phases/__init__.py
toolsynth/methods/k3_kg/phases/phase_a_build.py
toolsynth/methods/k3_kg/phases/phase_a_dedup.py
toolsynth/methods/k3_kg/phases/phase_b_sample.py
toolsynth/methods/k3_kg/phases/phase_c_query.py
toolsynth/methods/k3_kg/phases/phase_d_retrieve.py
toolsynth/methods/k3_kg/phases/phase_e_coding.py
toolsynth/methods/k3_kg/phases/phase_e_dispatch.py
toolsynth/methods/k3_kg/phases/phase_e_knowledge.py
toolsynth/methods/k3_kg/phases/phase_e_vision.py
toolsynth/methods/k3_kg/phases/phase_f_gate.py
toolsynth/methods/k3_kg/phases/pipeline.py
toolsynth/methods/self_instruct/__init__.py
toolsynth/methods/self_instruct/classification_identification.py
toolsynth/methods/self_instruct/completions_shim.py
toolsynth/methods/self_instruct/config.py
toolsynth/methods/self_instruct/data.py
toolsynth/methods/self_instruct/finetune.py
toolsynth/methods/self_instruct/instance_generation.py
toolsynth/methods/self_instruct/instruction_generation.py
toolsynth/methods/self_instruct/pipeline.py
toolsynth/methods/self_instruct/seed.py
toolsynth/methods/toolace/__init__.py
toolsynth/methods/toolace/_llm.py
toolsynth/methods/toolace/api_pool_io.py
toolsynth/methods/toolace/config.py
toolsynth/methods/toolace/constants.py
toolsynth/methods/toolace/pipeline.py
toolsynth/methods/toolace/schemas.py
toolsynth/methods/toolace/dlv/__init__.py
toolsynth/methods/toolace/dlv/bridge.py
toolsynth/methods/toolace/dlv/model_verifier.py
toolsynth/methods/toolace/dlv/prompts.py
toolsynth/methods/toolace/dlv/experts/__init__.py
toolsynth/methods/toolace/dlv/experts/consistency.py
toolsynth/methods/toolace/dlv/experts/hallucination.py
toolsynth/methods/toolace/dlv/experts/tool_response.py
toolsynth/methods/toolace/sdg/__init__.py
toolsynth/methods/toolace/sdg/agents.py
toolsynth/methods/toolace/sdg/api_sampler.py
toolsynth/methods/toolace/sdg/complexity.py
toolsynth/methods/toolace/sdg/complication.py
toolsynth/methods/toolace/sdg/multi_agent.py
toolsynth/methods/toolace/sdg/prompts.py
toolsynth/methods/toolace/tss/__init__.py
toolsynth/methods/toolace/tss/adaptation.py
toolsynth/methods/toolace/tss/evolution.py
toolsynth/methods/toolace/tss/prompts.py
toolsynth/methods/toolace/tss/speciation.py
toolsynth/methods/toolace/tss/synthesis.py
toolsynth/pipeline/__init__.py
toolsynth/schemas/__init__.py
toolsynth/schemas/agent.py
toolsynth/schemas/legacy_adapters.py
toolsynth/schemas/observation.py
toolsynth/schemas/predicates.py
toolsynth/schemas/rubric.py
toolsynth/schemas/state.py
toolsynth/schemas/tool_spec.py
toolsynth/schemas/trajectory.py
toolsynth/verification/__init__.py
toolsynth/verification/base.py
toolsynth/verification/filters.py
toolsynth/verification/judges.py
toolsynth/verification/verdicts.py
toolsynth/verification/rules/__init__.py
toolsynth/verification/rules/api_definition.py
toolsynth/verification/rules/consistency.py
toolsynth/verification/rules/constants.py
toolsynth/verification/rules/dialog_correctness.py
toolsynth/verification/rules/executability.py