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

⨍ Functions 3,044◇ Types & classes 556↳ Endpoints 40
↓ 1 callersFunctionplot_metric_heatmap
Heatmap of normalized metric values across conditions. Shows per-condition performance normalized to [0, 1] per metric column.
backend/agent/researchclaw/experiment/visualize.py:201
↓ 1 callersFunctionplot_metric_trajectory
Plot metric values across runs as a styled line chart with markers.
backend/agent/researchclaw/experiment/visualize.py:389
↓ 1 callersFunctionpoll_agent
(agent: LobsterAgent)
backend/services/agent_bridge.py:993
↓ 1 callersFunctionpoll_loop
(state: BridgeState, interval: float)
backend/services/agent_bridge.py:3124
↓ 1 callersMethodpredict
(self, sample: VideoSample)
assets/showcase/quantifying-hallucination/main.py:492
↓ 1 callersMethodprepare_batch
(self, concept: ConceptRecord, step: int)
assets/showcase/reproduce-phycustom/main.py:298
↓ 1 callersMethodpreprocessing
(self, sample: VideoSample)
assets/showcase/quantifying-hallucination/main.py:108
↓ 1 callersMethodprimary_objective
(self)
assets/showcase/reproduce-phycustom/main.py:212
↓ 1 callersFunctionprint_doctor_report
Pretty-print doctor report to stdout.
backend/agent/researchclaw/health.py:647
↓ 1 callersMethodprompt_setting_from_frames
(self, frames: np.ndarray)
assets/showcase/quantifying-hallucination/main.py:281
↓ 1 callersFunctionquick_submit_project
Create a project from a topic string. Modes: - "lab": Multi-angle parallel research (default). If no angles provided, uses 3 defaul
backend/services/agent_bridge.py:1932
↓ 1 callersFunctionrank_biserial_from_wilcoxon
(a: np.ndarray, b: np.ndarray)
assets/showcase/adaptive-mrsa/codes/models.py:1065
↓ 1 callersMethodregimes
(self)
assets/showcase/quantifying-hallucination/main.py:182
↓ 1 callersMethodregister
( self, project_id: str, description: str, model: str = "", datas
backend/services/result_registry.py:76
↓ 1 callersFunctionregister_adapter
Register a custom adapter for a domain prefix.
backend/agent/researchclaw/domains/prompt_adapter.py:298
↓ 1 callersMethodregister_denoising_hooks
(self)
assets/showcase/quantifying-hallucination/main.py:750
↓ 1 callersMethodregister_denoising_latent_capture_hook
(self)
assets/showcase/quantifying-hallucination/main.py:591
↓ 1 callersMethodregister_hidden_state_hooks
(self, pipe: FluxPipeline, method: Dict)
assets/showcase/reproduce-phycustom/main.py:287
↓ 1 callersFunctionremoveReferenceFile
(key: string)
frontend/src/components/ProjectPanel.tsx:107
↓ 1 callersMethodreport_metric
Report a metric value. Validates and prints in standard format. Non-finite values (NaN, Inf) are rejected and logged as warnings.
assets/showcase/flowedit-wan21-t2v/codes/experiment_harness.py:64
↓ 1 callersMethodreporting
(self)
assets/showcase/quantifying-hallucination/main.py:173
↓ 1 callersMethodreporting_requirements
(self)
assets/showcase/reproduce-phycustom/main.py:203
↓ 1 callersMethodreproducibility_measures
(self)
assets/showcase/quantifying-hallucination/main.py:117
↓ 1 callersMethodreturn_to_original_branch
(self)
backend/agent/researchclaw/experiment/runner.py:102
↓ 1 callersMethodrun
(self)
assets/showcase/reproduce-phycustom/main.py:639
↓ 1 callersFunctionrun_all_tests
Run all tests manually (fallback if pytest not available).
backend/agent/tests/test_v6_improvements.py:519
↓ 1 callersFunctionrun_discussion
Run the multi-round discussion and return (transcript, consensus).
backend/services/discussion_runner.py:82
↓ 1 callersFunctionrun_doctor
Run all health checks and return report.
backend/agent/researchclaw/health.py:581
↓ 1 callersFunctionrun_experiment
(condition_name, model_fn, seed, num_epochs, harness)
assets/showcase/droput-cross-domain/codes/main.py:273
↓ 1 callersFunctionrun_in_sandbox
Run generated code in subprocess (or Docker sandbox if available).
backend/agent/scripts/test_codegen_v2.py:446
↓ 1 callersMethodrun_project
( self, project_dir: Path, *, entry_point: str = "main.py", timeout_se
backend/agent/researchclaw/pipeline/code_agent.py:131
↓ 1 callersFunctionrun_single_condition_regime_seed
( condition_name: str, regime: str, seed: int, generator_engine: SimpleGenerationEngine, c
assets/showcase/adaptive-mrsa/codes/main.py:87
↓ 1 callersMethodrun_turn
Execute the full turn loop with detailed step-by-step tracing.
backend/agent/researchclaw/pipeline/codegen/turn_loop.py:225
↓ 1 callersMethodruntime_plan
(self)
assets/showcase/reproduce-phycustom/main.py:185
↓ 1 callersMethodruntime_strategy
(self)
assets/showcase/quantifying-hallucination/main.py:129
↓ 1 callersFunctionsafe_wilcoxon_like
(arr: np.ndarray, baseline: np.ndarray)
assets/showcase/adaptive-mrsa/codes/main.py:139
↓ 1 callersFunctionsave_outputs
(results: Dict[str, object], dataset: List[VideoSample])
assets/showcase/quantifying-hallucination/main.py:1070
↓ 1 callersMethodsave_outputs
(self, images: List[Image.Image], stem: str)
assets/showcase/reproduce-phycustom/main.py:468
↓ 1 callersMethodscene_complexity_from_frames
(self, frames: np.ndarray)
assets/showcase/quantifying-hallucination/main.py:286
↓ 1 callersMethodschedule_resume
(self, run_id: str, stage_id: int, reason: str)
backend/agent/researchclaw/adapters.py:50
↓ 1 callersMethodscheduler_step_latent_capture_hook
(self)
assets/showcase/quantifying-hallucination/main.py:741
↓ 1 callersMethodscientific_risks
(self)
assets/showcase/reproduce-phycustom/main.py:227
↓ 1 callersMethodsearch_code
Search for code snippets matching a query. Note: Code search has stricter rate limits (10 req/min). Parameters ----------
backend/agent/researchclaw/agents/code_searcher/github_client.py:176
↓ 1 callersMethodsearch_multi
Run multiple search queries with cross-query URL deduplication.
backend/agent/researchclaw/web/exa_search.py:121
↓ 1 callersMethodsearch_repos
Search for repositories matching a query. Parameters ---------- query : str Search query (e.g., "PDE solver finit
backend/agent/researchclaw/agents/code_searcher/github_client.py:122
↓ 1 callersMethodsecondary_objectives
(self)
assets/showcase/reproduce-phycustom/main.py:215
↓ 1 callersMethodselect
Select the code generation strategy. With the claw-code agent as the sole strategy, this always returns it. The fallback (numpy) is h
backend/agent/researchclaw/pipeline/codegen/router.py:32
↓ 1 callersMethodselective_unfreezing
(self, pipe: FluxPipeline, method: Dict)
assets/showcase/reproduce-phycustom/main.py:282
↓ 1 callersFunctionset_all_seeds
(seed: int)
assets/showcase/adaptive-mrsa/codes/main.py:80
↓ 1 callersMethodset_exp_plan
Set the experiment plan for plan compliance checking.
backend/agent/researchclaw/pipeline/codegen/turn_loop.py:221
↓ 1 callersMethodset_human_feedback
Set accumulated human feedback to inject into all subsequent prompts.
backend/agent/researchclaw/prompts.py:103
↓ 1 callersFunctionset_workspace_path
Set the actual workspace path so the system prompt can include it.
backend/agent/researchclaw/pipeline/codegen/system_prompt.py:25
↓ 1 callersMethodspawn
(self, name: str, command: tuple[str, ...])
backend/agent/researchclaw/adapters.py:77
↓ 1 callersMethodsplit_by_application_regime
(self, samples: List[VideoSample])
assets/showcase/quantifying-hallucination/main.py:927
↓ 1 callersFunctionstageToRepo
(stage: RCStageT)
frontend/src/mock.ts:88
↓ 1 callersMethodstaged_execution_plan
(self)
assets/showcase/quantifying-hallucination/main.py:132
↓ 1 callersMethodstaged_schedule
(self)
assets/showcase/reproduce-phycustom/main.py:191
↓ 1 callersMethodstatistical_power
(self)
assets/showcase/reproduce-phycustom/main.py:200
↓ 1 callersMethodstats
Return cache statistics.
backend/agent/researchclaw/agents/code_searcher/cache.py:95
↓ 1 callersFunctionsubmit
()
frontend/src/components/ProjectPanel.tsx:111
↓ 1 callersMethodsuccess_rate
(self)
assets/showcase/reproduce-phycustom/main.py:206
↓ 1 callersFunctionsummarize_condition
(primary_values: List[float])
assets/showcase/flowedit-wan21-t2v/codes/main.py:568
↓ 1 callersMethodsummary
(self)
backend/agent/researchclaw/web/connectivity.py:42
↓ 1 callersMethodsynthesis_dirs
(self)
backend/services/agent_bridge.py:685
↓ 1 callersFunctiontest_anthropic_api
()
backend/agent/tests/test_anthropic.py:40
↓ 1 callersMethodtext_video_alignment_score
(self, frame: np.ndarray, prompt: str)
assets/showcase/quantifying-hallucination/main.py:421
↓ 1 callersMethodto_dict
(self)
backend/services/agent_bridge.py:582
↓ 1 callersMethodto_dict
(self)
backend/agent/researchclaw/health.py:45
↓ 1 callersMethodto_dict
(self)
backend/agent/researchclaw/hardware.py:40
↓ 1 callersMethodto_dict
(self)
backend/agent/researchclaw/literature/verify.py:105
↓ 1 callersMethodto_dict
(self)
backend/agent/researchclaw/experiment/runner.py:45
↓ 1 callersMethodto_dict
(self)
backend/agent/researchclaw/web/scholar.py:46
↓ 1 callersMethodto_dict
Serialize to dict for JSON output.
backend/agent/researchclaw/web/agent.py:120
↓ 1 callersMethodto_dict
(self)
backend/agent/researchclaw/web/search.py:37
↓ 1 callersMethodto_frontend
(self)
backend/services/agent_bridge.py:714
↓ 1 callersMethodto_prompt_block
Format as a prompt block for injection into code generation.
backend/agent/researchclaw/agents/benchmark_agent/orchestrator.py:108
↓ 1 callersMethodto_prompt_context
Format patterns as context for code generation prompts.
backend/agent/researchclaw/agents/code_searcher/pattern_extractor.py:31
↓ 1 callersMethodtool_call
( self, name: str, input_data: dict, result: str, is_error: bool, elapsed_ms: int, )
backend/agent/researchclaw/pipeline/claw_engine/turn_loop.py:99
↓ 1 callersMethodtool_call
( self, name: str, input_data: dict, result: str, is_error: bool, elapsed_ms: int )
backend/agent/researchclaw/pipeline/codegen/turn_loop.py:91
↓ 1 callersMethodtrain_and_evaluate_condition
(self, method: Dict, seed: int)
assets/showcase/reproduce-phycustom/main.py:557
↓ 1 callersFunctiontrain_one_epoch
(model, loader, optimizer, criterion, condition_name, epoch, total_epochs, harness, augmax
assets/showcase/droput-cross-domain/codes/main.py:218
↓ 1 callersMethodtrain_step
(self, x: torch.Tensor, y: torch.Tensor)
assets/showcase/quantifying-hallucination/main.py:783
↓ 1 callersMethodtrain_step
(self, pipe: FluxPipeline, method: Dict, concept: ConceptRecord, batch: Dict, optimizer, transformer_block_hid
assets/showcase/reproduce-phycustom/main.py:476
↓ 1 callersFunctiontruncate
(s: string, max: number)
frontend/src/components/DataShelf.tsx:21
↓ 1 callersFunctionupsertAgent
(agents: LobsterAgent[], payload: LobsterAgent)
frontend/src/App.tsx:26
↓ 1 callersMethoduser
Return the rendered user prompt for *stage*.
backend/agent/researchclaw/prompts.py:174
↓ 1 callersFunctionverify_by_openalex
Verify a paper via OpenAlex API (10K+ calls/day vs S2's ~1 req/s). Returns *None* only on network failure (allows fallthrough to S2).
backend/agent/researchclaw/literature/verify.py:451
↓ 1 callersMethodwilcoxon_signed_rank
(self, a: List[float], b: List[float])
assets/showcase/quantifying-hallucination/main.py:1044
↓ 1 callersFunctionwrite_doctor_report
Write report as JSON.
backend/agent/researchclaw/health.py:671
↓ 1 callersFunctionwrite_report
(run_dir: Path, output_path: Path)
backend/agent/researchclaw/report.py:194
↓ 1 callersMethodwrite_worker_notebook
Write the Colab worker template to a file for the user to upload.
backend/agent/researchclaw/experiment/colab_sandbox.py:213
↓ 1 callersFunctionws_handler
(state: BridgeState, websocket: websockets.ServerConnection)
backend/services/agent_bridge.py:3090
FunctionApp
()
frontend/src/App.tsx:114
FunctionArtifactItem
({ a, locale }: { a: Artifact; locale: string })
frontend/src/components/DataShelf.tsx:25
FunctionLogPanel
({ logs }: Props)
frontend/src/components/LogPanel.tsx:25
FunctionProjectFolder
({ pid, files, locale }: { pid: string; files: Artifact[]; locale: string })
frontend/src/components/DataShelf.tsx:105
FunctionProjectPanel
({ projects, connected, selectedProjectId, artifactsByProject, discussionMode, onToggleDiscussion, onSelect, o
frontend/src/components/ProjectPanel.tsx:44
Method__del__
Best-effort cleanup on garbage collection.
backend/agent/researchclaw/llm/acp_client.py:160
Method__enter__
(self)
backend/agent/tests/test_rc_llm.py:20
Method__enter__
(self)
backend/agent/tests/test_rc_health.py:37
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