Functions — github.com/chrisworsey55/atlas-gic

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Functions94 in github.com/chrisworsey55/atlas-gic

⨍ Functions 94 ◇ Types & classes 14

↓ 3 callersMethodto_dict

(self)

src/mirofish/mirofish_bridge.py:69

↓ 2 callersMethod_empty_result

Return empty result on failure.

src/mirofish/mirofish_bridge.py:686

↓ 2 callersMethodload_agent_weights

Load current agent weights.

src/mirofish/mirofish_trainer.py:99

↓ 2 callersMethodload_scored_outcomes

Load historical scored outcomes for accuracy calculation. Returns: List of scored outcome records

src/janus.py:107

↓ 1 callersMethod_adjust_probability

Adjust scenario probability based on current regime.

src/mirofish/mirofish_bridge.py:385

↓ 1 callersMethod_append_history

Append today's output to rolling history.

src/janus.py:482

↓ 1 callersMethod_assess_regime

Quick regime assessment.

src/mirofish/mirofish_bridge.py:236

↓ 1 callersMethod_blend_ticker_recommendations

Blend recommendations for a single ticker from multiple cohorts. Args: ticker: Stock ticker cohort_rec_list:

src/janus.py:338

↓ 1 callersMethod_build_simulation_prompt

Build the simulation prompt with seed data and scenarios.

src/mirofish/mirofish_bridge.py:542

↓ 1 callersMethod_calculate_adjustments

Calculate drift adjustments based on predictions and scenario.

src/mirofish/mirofish_futures_generator.py:296

↓ 1 callersMethod_calculate_final_state

Calculate the market state at the end of the scenario.

src/mirofish/mirofish_futures_generator.py:495

↓ 1 callersMethod_check_direction

Check if predicted direction matched.

src/mirofish/mirofish_bridge.py:814

↓ 1 callersMethod_check_magnitude

Check if predicted magnitude was close.

src/mirofish/mirofish_bridge.py:827

↓ 1 callersMethod_ensure_state_dir

(self)

src/mirofish/mirofish_bridge.py:142

↓ 1 callersMethod_ensure_state_dir

(self)

src/mirofish/mirofish_bridge.py:716

↓ 1 callersMethod_ensure_state_dir

(self)

src/mirofish/mirofish_bridge.py:893

↓ 1 callersMethod_generate_event_outcome

Generate event outcome based on scenario.

src/mirofish/mirofish_futures_generator.py:410

↓ 1 callersMethod_generate_events

Generate events that occur during the scenario.

src/mirofish/mirofish_futures_generator.py:362

↓ 1 callersMethod_generate_scenario_description

Generate a narrative description of the scenario.

src/mirofish/mirofish_futures_generator.py:534

↓ 1 callersMethod_generate_shock_event

Generate a shock event for tail scenarios.

src/mirofish/mirofish_futures_generator.py:454

↓ 1 callersMethod_get_actual_outcome

Get what actually happened for this event.

src/mirofish/mirofish_bridge.py:794

↓ 1 callersMethod_get_market_reaction

Get market reaction description.

src/mirofish/mirofish_futures_generator.py:445

↓ 1 callersMethod_get_recommendation_file

Get path to cohort's recommendation file.

src/janus.py:67

↓ 1 callersMethod_get_scored_outcomes_file

Get path to scored outcomes file.

src/janus.py:71

↓ 1 callersMethod_initialize_weights

Set equal weights for all cohorts.

src/janus.py:60

↓ 1 callersMethod_load_portfolio

Load current portfolio summary.

src/mirofish/mirofish_bridge.py:225

↓ 1 callersMethod_load_recent_debates

Load recent agent debate excerpts.

src/mirofish/mirofish_bridge.py:200

↓ 1 callersMethod_parse_simulation_result

Parse Claude's simulation output.

src/mirofish/mirofish_bridge.py:617

↓ 1 callersMethod_save_daily

Save today's JANUS output.

src/janus.py:473

↓ 1 callersMethod_save_predictions

Save simulation results.

src/mirofish/mirofish_bridge.py:923

↓ 1 callersMethod_save_scenarios

Save scenarios to file.

src/mirofish/mirofish_futures_generator.py:595

↓ 1 callersMethod_save_seed

Save seed to file.

src/mirofish/mirofish_bridge.py:250

↓ 1 callersMethod_save_training_log

Append results to training log.

src/mirofish/mirofish_trainer.py:312

↓ 1 callersMethod_score_single_prediction

Score a single prediction against actual outcome.

src/mirofish/mirofish_bridge.py:764

↓ 1 callersMethod_softmax_with_constraints

Apply softmax to scores with min/max weight constraints. Args: scores: Dict mapping cohort names to raw scores

src/janus.py:202

↓ 1 callersMethod_update_scorecard

Update running scorecard.

src/mirofish/mirofish_bridge.py:831

↓ 1 callersFunctionassess_market_regime

Assess current market regime.

src/mirofish/mirofish_seed_generator.py:234

↓ 1 callersMethodblend_recommendations

Blend recommendations from all cohorts using current weights. Args: cohort_recs: Optional dict mapping cohort names to t

src/janus.py:291

↓ 1 callersMethodcalculate_cohort_metrics

Calculate accuracy metrics for a cohort over the rolling window. Args: cohort: Cohort name outcomes: List of

src/janus.py:162

↓ 1 callersFunctionensure_dirs

Ensure directories exist.

src/mirofish/mirofish_seed_generator.py:40

↓ 1 callersMethodevaluate_recommendation

Evaluate how well a recommendation performed in the scenario.

src/mirofish/mirofish_trainer.py:185

↓ 1 callersFunctionformat_seed_document

Format all data into a comprehensive seed document.

src/mirofish/mirofish_seed_generator.py:285

↓ 1 callersMethodgenerate_all_scenarios

Generate all scenario types.

src/mirofish/mirofish_futures_generator.py:563

↓ 1 callersMethodgenerate_and_simulate

Main entry point: generate seed, scenarios, run simulation.

src/mirofish/mirofish_bridge.py:896

↓ 1 callersMethodgenerate_correlated_returns

Generate correlated daily returns for multiple assets.

src/mirofish/mirofish_futures_generator.py:148

↓ 1 callersMethodgenerate_price_path

Generate a price path from returns.

src/mirofish/mirofish_futures_generator.py:197

↓ 1 callersMethodgenerate_scenario

Generate a complete scenario with price paths.

src/mirofish/mirofish_futures_generator.py:227

↓ 1 callersMethodgenerate_scenarios

Generate scenarios based on current market context. Uses both default scenarios and dynamic generation from debates.

src/mirofish/mirofish_bridge.py:343

↓ 1 callersFunctiongenerate_seed

Main entry point - generate complete seed document.

src/mirofish/mirofish_seed_generator.py:438

↓ 1 callersMethodgenerate_seed

Collect current market data and format as simulation seed.

src/mirofish/mirofish_bridge.py:145

↓ 1 callersMethodget_agent_context

Get formatted context string for injection into ATLAS agent prompts.

src/mirofish/mirofish_bridge.py:945

↓ 1 callersFunctionget_agent_debates

Load recent agent debate excerpts.

src/mirofish/mirofish_seed_generator.py:100

↓ 1 callersFunctionget_key_prices

Fetch current prices for key assets.

src/mirofish/mirofish_seed_generator.py:46

↓ 1 callersFunctionget_macro_snapshot

Fetch macro indicators from FRED.

src/mirofish/mirofish_seed_generator.py:77

↓ 1 callersFunctionget_portfolio_positions

Load current portfolio positions.

src/mirofish/mirofish_seed_generator.py:138

↓ 1 callersMethodget_training_stats

Get aggregate training statistics.

src/mirofish/mirofish_trainer.py:328

↓ 1 callersFunctionget_upcoming_catalysts

Get upcoming market catalysts.

src/mirofish/mirofish_seed_generator.py:181

↓ 1 callersMethodload_all_recommendations

Load recommendations from all cohorts.

src/janus.py:98

↓ 1 callersMethodload_current_prices

Load current prices from positions or use defaults.

src/mirofish/mirofish_futures_generator.py:120

↓ 1 callersMethodload_predictions

Load latest MiroFish predictions.

src/mirofish/mirofish_futures_generator.py:106

↓ 1 callersMethodload_recommendations

Load latest recommendations for a cohort. Args: cohort: Cohort name Returns: Recommendation dict or

src/janus.py:75

↓ 1 callersMethodload_scenarios

Load latest future scenarios.

src/mirofish/mirofish_trainer.py:85

↓ 1 callersFunctionmain

Run JANUS daily cycle from command line.

src/janus.py:534

↓ 1 callersFunctionmain

()

src/mirofish/mirofish_futures_generator.py:642

↓ 1 callersFunctionmain

()

src/mirofish/mirofish_trainer.py:404

↓ 1 callersFunctionmain

()

src/mirofish/mirofish_bridge.py:1020

↓ 1 callersFunctionmain

()

src/mirofish/mirofish_seed_generator.py:479

↓ 1 callersMethodpresent_scenario_to_agent

Present a scenario to an agent and get their recommendation.

src/mirofish/mirofish_trainer.py:112

↓ 1 callersFunctionprint_scenarios

Print formatted scenario output.

src/mirofish/mirofish_futures_generator.py:611

↓ 1 callersFunctionprint_training_results

Print formatted training results.

src/mirofish/mirofish_trainer.py:364

↓ 1 callersMethodregime_signal

Detect market regime based on weight differential. Returns: "NOVEL_REGIME" - Short-window agents outperforming (unusual

src/janus.py:269

↓ 1 callersMethodrun_daily

Execute full daily JANUS cycle: 1. Load scored outcomes 2. Update cohort weights 3. Load and blend recommendations

src/janus.py:423

↓ 1 callersMethodrun_simulation

Run multi-agent simulation using Claude.

src/mirofish/mirofish_bridge.py:512

↓ 1 callersMethodrun_training_cycle

Run a full training cycle across scenarios and agents.

src/mirofish/mirofish_trainer.py:235

↓ 1 callersMethodsave_agent_weights

Save updated agent weights.

src/mirofish/mirofish_trainer.py:107

↓ 1 callersMethodscore_predictions

Score predictions from N days ago.

src/mirofish/mirofish_bridge.py:941

↓ 1 callersMethodupdate_weights

Update cohort weights based on recent accuracy. Args: outcomes: Optional list of scored outcomes. If not provided,

src/janus.py:241

Method__init__

Initialize JANUS with specified cohorts. Args: cohorts: List of cohort names (e.g., ["18month", "10year"])

src/janus.py:42

Method__init__

(self)

src/mirofish/mirofish_futures_generator.py:102

Method__init__

(self)

src/mirofish/mirofish_trainer.py:80

Method__init__

(self)

src/mirofish/mirofish_bridge.py:137

Method__init__

(self)

src/mirofish/mirofish_bridge.py:508

Method__init__

(self)

src/mirofish/mirofish_bridge.py:712

Method__init__

Initialize bridge. Args: use_full_mirofish: If True, tries to use full MiroFish engine.

src/mirofish/mirofish_bridge.py:878

Methodget_history

Get recent JANUS history for charting. Args: days: Number of days of history to return Returns: Lis

src/janus.py:512

Functionget_latest_hct

Get just the highest conviction trade from latest simulation.

src/mirofish/mirofish_context.py:130

Methodget_latest_predictions

Get the latest predictions dict.

src/mirofish/mirofish_bridge.py:1005

Functionget_mirofish_context

Load latest MiroFish predictions and format as prompt context. Args: max_predictions: Maximum number of consensus predictions to

src/mirofish/mirofish_context.py:26

Functionhas_mirofish_predictions

Check if MiroFish predictions are available.

src/mirofish/mirofish_context.py:118

Methodscore_predictions

Score predictions from N days ago against actual outcomes.

src/mirofish/mirofish_bridge.py:719

Methodscore_recommendation

Score a single recommendation against actual return. Args: rec: Recommendation dict with 'direction' and 'conviction'

src/janus.py:127

Methodto_dict

(self)

src/mirofish/mirofish_bridge.py:83

Methodto_dict

(self)

src/mirofish/mirofish_bridge.py:95

Methodto_dict

(self)

src/mirofish/mirofish_bridge.py:113