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Functions3,044 in github.com/Claw-AI-Lab/Claw-AI-Lab

⨍ Functions 3,044◇ Types & classes 556↳ Endpoints 40
↓ 1 callersFunctiongenerate_all_charts
Scan run_dir and generate all applicable charts. Returns list of generated image paths.
backend/agent/researchclaw/experiment/visualize.py:611
↓ 1 callersFunctiongenerate_codegen_md
Auto-generate CODEGEN.md content from experiment plan and discovered data. Mirrors claw-code's CLAUDE.md pattern: project-specific instructions
backend/agent/researchclaw/pipeline/codegen/runtime.py:133
↓ 1 callersFunctiongenerate_manifest
Generate or load cached API manifest for a codebase.
backend/agent/researchclaw/utils/codebase_manifest.py:158
↓ 1 callersFunctiongetArtifactLabel
(filename: string, locale: string)
frontend/src/components/DataShelf.tsx:11
↓ 1 callersFunctiongetLayerForStage
(stage: number | null | undefined)
frontend/src/components/LogPanel.tsx:6
↓ 1 callersMethodget_code_generation_blocks
(self, context: dict[str, Any])
backend/agent/researchclaw/domains/adapters/ml.py:18
↓ 1 callersMethodget_experiment_design_blocks
(self, context: dict[str, Any])
backend/agent/researchclaw/domains/prompt_adapter.py:142
↓ 1 callersFunctionget_gpu_names
Query nvidia-smi -L for stable GPU model names.
backend/services/resource_monitor.py:21
↓ 1 callersFunctionget_gpu_stats
Query nvidia-smi for GPU stats.
backend/services/resource_monitor.py:43
↓ 1 callersFunctionget_model_dtype
()
assets/showcase/flowedit-wan21-t2v/codes/main.py:253
↓ 1 callersFunctionget_npu_stats
Query npu-smi for Ascend NPU stats.
backend/services/resource_monitor.py:78
↓ 1 callersFunctionget_paper_by_id
Fetch a single paper by arXiv ID (e.g., '2301.00001').
backend/agent/researchclaw/literature/arxiv_client.py:206
↓ 1 callersMethodget_readme
Get the README content of a repository.
backend/agent/researchclaw/agents/code_searcher/github_client.py:268
↓ 1 callersMethodget_repo_tree
Get the file tree of a repository (flat list of paths).
backend/agent/researchclaw/agents/code_searcher/github_client.py:286
↓ 1 callersFunctionget_resource_stats
()
backend/services/resource_monitor.py:134
↓ 1 callersFunctionget_run_condition_names
()
assets/showcase/flowedit-wan21-t2v/codes/main.py:245
↓ 1 callersFunctiongroupByStage
(files: Artifact[], locale: string)
frontend/src/components/DataShelf.tsx:76
↓ 1 callersMethodgrouped_annotations_plus_downstream_targets
(self, samples: List[VideoSample])
assets/showcase/quantifying-hallucination/main.py:234
↓ 1 callersMethodgt_match
(self, clip_id: str)
assets/showcase/quantifying-hallucination/main.py:289
↓ 1 callersMethodhallucination_family_identification_error
(self, samples: List[VideoSample], preds: np.ndarray)
assets/showcase/quantifying-hallucination/main.py:1009
↓ 1 callersFunctionhandleSend
()
frontend/src/components/HumanFeedbackPanel.tsx:41
↓ 1 callersFunctionhandle_command
(state: BridgeState, data: dict)
backend/services/agent_bridge.py:2848
↓ 1 callersMethodhardware
(self)
assets/showcase/quantifying-hallucination/main.py:170
↓ 1 callersMethodhardware
(self)
assets/showcase/reproduce-phycustom/main.py:197
↓ 1 callersMethodhyperparameters_common
(self)
assets/showcase/quantifying-hallucination/main.py:126
↓ 1 callersMethodhypothesis_mapping
(self)
assets/showcase/quantifying-hallucination/main.py:155
↓ 1 callersMethodimplementation_spec
(self)
assets/showcase/reproduce-phycustom/main.py:105
↓ 1 callersMethodincremental_value_of_long_horizon_in_embodied_setting
(self, samples: List[VideoSample])
assets/showcase/quantifying-hallucination/main.py:1022
↓ 1 callersMethodinterpretation_risks
(self)
assets/showcase/reproduce-phycustom/main.py:218
↓ 1 callersMethodis_git_repo
Check whether repo_dir is inside a git repository.
backend/agent/researchclaw/experiment/git_manager.py:78
↓ 1 callersMethoditeration_end
(self, files_in_workspace: list[str])
backend/agent/researchclaw/pipeline/claw_engine/turn_loop.py:125
↓ 1 callersMethoditeration_end
(self, files_in_workspace: list[str])
backend/agent/researchclaw/pipeline/codegen/turn_loop.py:131
↓ 1 callersMethoditeration_start
(self, i: int, total: int)
backend/agent/researchclaw/pipeline/claw_engine/turn_loop.py:72
↓ 1 callersMethoditeration_start
(self, i: int, total: int)
backend/agent/researchclaw/pipeline/codegen/turn_loop.py:64
↓ 1 callersMethodkeyframe_pairs_within_clip
(self, sample: VideoSample)
assets/showcase/quantifying-hallucination/main.py:891
↓ 1 callersFunctionlaunch_agent_for_task
Assign a task to an agent. Passthrough layers skip process launch.
backend/services/agent_bridge.py:1142
↓ 1 callersFunctionlist_all_files
(root: str)
assets/showcase/adaptive-mrsa/codes/models.py:26
↓ 1 callersMethodllm_request
(self, n_messages: int, n_tools: int, model: str)
backend/agent/researchclaw/pipeline/claw_engine/turn_loop.py:76
↓ 1 callersMethodllm_request
(self, n_messages: int, n_tools: int, model: str)
backend/agent/researchclaw/pipeline/codegen/turn_loop.py:68
↓ 1 callersMethodllm_response
(self, text: str, tool_calls: list[dict], tokens: dict | None)
backend/agent/researchclaw/pipeline/claw_engine/turn_loop.py:84
↓ 1 callersMethodllm_response
(self, text: str, tool_calls: list[dict], tokens: dict | None)
backend/agent/researchclaw/pipeline/codegen/turn_loop.py:76
↓ 1 callersFunctionload_config
( path: str | Path, *, project_root: str | Path | None = None, check_paths: bool = True, )
backend/agent/researchclaw/config.py:816
↓ 1 callersFunctionload_framework_docs
Load and concatenate framework API documentation for the given IDs. Returns a single string with all relevant docs, truncated to max_chars to
backend/agent/researchclaw/data/__init__.py:62
↓ 1 callersFunctionload_from_run
Load experiment plan and config from a previous pipeline run.
backend/agent/scripts/test_codegen_v2.py:543
↓ 1 callersMethodload_gpt_prompt_library
(self)
assets/showcase/reproduce-phycustom/main.py:230
↓ 1 callersFunctionload_pipeline
Load the Wan2.1-T2V-1.3B pipeline from local checkpoints.
assets/showcase/flowedit-wan21-t2v/codes/main.py:256
↓ 1 callersMethodload_pipeline
(self)
assets/showcase/reproduce-phycustom/main.py:259
↓ 1 callersFunctionload_reference_masks
(mask_paths: List[str], device: torch.device)
assets/showcase/adaptive-mrsa/codes/models.py:732
↓ 1 callersFunctionload_seminal_papers
Return seminal papers whose keywords overlap with *topic*. Each returned dict has: title, authors, year, venue, cite_key, keywords. Matching
backend/agent/researchclaw/data/__init__.py:116
↓ 1 callersFunctionload_source_video
Load source video frames as list of PIL Images.
assets/showcase/flowedit-wan21-t2v/codes/main.py:281
↓ 1 callersMethodlocal_resources
(self)
assets/showcase/quantifying-hallucination/main.py:158
↓ 1 callersMethodlog_error
(self, phase: str, message: str, exc: Exception | None = None)
backend/agent/researchclaw/pipeline/claw_engine/turn_loop.py:48
↓ 1 callersMethodlog_result
Log a structured result row (e.g., per-condition results).
backend/agent/researchclaw/experiment/harness_template.py:83
↓ 1 callersMethodloop_end
(self, result: TurnResult)
backend/agent/researchclaw/pipeline/claw_engine/turn_loop.py:132
↓ 1 callersMethodloop_end
(self, result: TurnResult)
backend/agent/researchclaw/pipeline/codegen/turn_loop.py:138
↓ 1 callersFunctionmain
()
backend/services/discussion_runner.py:173
↓ 1 callersFunctionmain
(host: str, port: int, interval: float)
backend/services/resource_monitor.py:182
↓ 1 callersFunctionmain
(args: argparse.Namespace)
backend/services/agent_bridge.py:3223
↓ 1 callersFunctionmain
()
backend/agent/scripts/test_beast_mode_e2e.py:172
↓ 1 callersFunctionmain
()
backend/agent/scripts/test_code_agent_sandbox.py:127
↓ 1 callersFunctionmain
()
backend/agent/scripts/test_code_agent_live.py:321
↓ 1 callersFunctionmain
()
backend/agent/scripts/test_codegen_v2.py:602
↓ 1 callersFunctionmain
()
backend/agent/tests/e2e_real_llm.py:28
↓ 1 callersFunctionmain
()
backend/agent/tests/e2e_docker_sandbox.py:39
↓ 1 callersFunctionmain
()
assets/showcase/quantifying-hallucination/main.py:1086
↓ 1 callersFunctionmain
()
assets/showcase/flowedit-wan21-t2v/codes/main.py:577
↓ 1 callersFunctionmain
()
assets/showcase/adaptive-mrsa/codes/main.py:148
↓ 1 callersFunctionmain
()
assets/showcase/droput-cross-domain/codes/main.py:411
↓ 1 callersFunctionmake_sandbox_factory
Return a factory function that creates DockerSandbox instances.
backend/agent/scripts/test_code_agent_sandbox.py:120
↓ 1 callersFunctionmanifest_to_prompt
Convert a manifest dict into a compact prompt string for LLM injection.
backend/agent/researchclaw/utils/codebase_manifest.py:217
↓ 1 callersMethodmasked_background
(self, image: Image.Image, mask_tensor: torch.Tensor)
assets/showcase/adaptive-mrsa/codes/models.py:220
↓ 1 callersMethodmasked_crop
(self, image: Image.Image, mask_tensor: torch.Tensor)
assets/showcase/adaptive-mrsa/codes/models.py:204
↓ 1 callersMethodmatched_future_error_windows
(self, samples: List[VideoSample])
assets/showcase/quantifying-hallucination/main.py:228
↓ 1 callersMethodmatched_original_vs_occluded_versions_per_clip
(self, samples: List[VideoSample])
assets/showcase/quantifying-hallucination/main.py:246
↓ 1 callersMethodmethodological_risks
(self)
assets/showcase/quantifying-hallucination/main.py:179
↓ 1 callersMethodmetrics_from_predictions
(self, samples: List[VideoSample], preds: np.ndarray)
assets/showcase/quantifying-hallucination/main.py:436
↓ 1 callersMethodminimum_statistical_budget
(self)
assets/showcase/quantifying-hallucination/main.py:161
↓ 1 callersMethodmitigations
(self)
assets/showcase/reproduce-phycustom/main.py:221
↓ 1 callersMethodnotify
(self, channel: str, subject: str, body: str)
backend/agent/researchclaw/adapters.py:59
↓ 1 callersMethodnumerical_stability_concerns
(self)
assets/showcase/quantifying-hallucination/main.py:152
↓ 1 callersMethodnumerical_stability_concerns
(self)
assets/showcase/reproduce-phycustom/main.py:224
↓ 1 callersMethodocclusion_masks
(self, frames: np.ndarray)
assets/showcase/quantifying-hallucination/main.py:224
↓ 1 callersFunctionon_agent_done
When an agent finishes, complete its task and create a follow-up task for the next layer.
backend/services/agent_bridge.py:1410
↓ 1 callersMethodopen
(self, url: str)
backend/agent/researchclaw/adapters.py:95
↓ 1 callersMethodpaired_bootstrap
(self, a: List[float], b: List[float])
assets/showcase/quantifying-hallucination/main.py:1050
↓ 1 callersMethodpairing_and_grouping
(self, samples: List[VideoSample])
assets/showcase/quantifying-hallucination/main.py:141
↓ 1 callersMethodpairwise_statistics
(self, method_values: Dict[str, List[float]])
assets/showcase/reproduce-phycustom/main.py:616
↓ 1 callersFunctionpapers_to_bibtex
Generate a combined BibTeX file from a list of papers.
backend/agent/researchclaw/literature/search.py:369
↓ 1 callersMethodpeek_pending
(self)
backend/services/agent_bridge.py:620
↓ 1 callersMethodpending_count
(self)
backend/services/agent_bridge.py:651
↓ 1 callersMethodper_regime_results
(self, samples: List[VideoSample], preds: np.ndarray)
assets/showcase/quantifying-hallucination/main.py:469
↓ 1 callersMethodpermission_denied
(self, name: str, reason: str)
backend/agent/researchclaw/pipeline/claw_engine/turn_loop.py:122
↓ 1 callersMethodpermission_denied
(self, name: str, reason: str)
backend/agent/researchclaw/pipeline/codegen/turn_loop.py:128
↓ 1 callersMethodpersist
(self)
backend/agent/researchclaw/pipeline/claw_engine/session.py:63
↓ 1 callersMethodphase_schedule
(self, step_idx: int)
assets/showcase/adaptive-mrsa/codes/models.py:488
↓ 1 callersFunctionpickReferenceFiles
(e: React.ChangeEvent<HTMLInputElement>)
frontend/src/components/ProjectPanel.tsx:88
↓ 1 callersFunctionplot_ablation_deltas
Horizontal bar chart showing delta from baseline for each ablation. Bars go left (worse) or right (better) from zero.
backend/agent/researchclaw/experiment/visualize.py:293
↓ 1 callersFunctionplot_condition_comparison
Bar chart comparing conditions with mean +/- 95% CI error bars. Uses Paul Tol colorblind-safe palette with gradient shading.
backend/agent/researchclaw/experiment/visualize.py:121
↓ 1 callersFunctionplot_experiment_comparison
Grouped bar chart comparing mean/min/max across metrics.
backend/agent/researchclaw/experiment/visualize.py:455
↓ 1 callersFunctionplot_iteration_scores
Line chart of quality scores across iterations.
backend/agent/researchclaw/experiment/visualize.py:564
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