Janady13/AI_Brain / daemon/seed_prophecy.py

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Field	Recorded value
Source type	GitHub source
Original record	Janady13/AI_Brain / daemon/seed_prophecy.py
Date	Not specified in source
Repository	Janady13/AI_Brain
Revision	11aa50ef5d7692e8abd1b8d74ae31c5c29201b14
Branch	codex/build-online-github-ani-irqa7y
Path or archive member	daemon/seed_prophecy.py
Original SHA-256	17e6ff13977ced8cb374a699f84fae3a73e0f0c63e485c37e7e01e81ef650d0d
Git blob SHA	f2c355ab1e6a455ca1fde42579d82ad165ad0325
Reading-copy SHA-256	17e6ff13977ced8cb374a699f84fae3a73e0f0c63e485c37e7e01e81ef650d0d

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Original record	Branch or archive	Revision / identifier	Original location
Janady13/AI_Brain / daemon/seed_prophecy.py	codex/build-online-github-ani-irqa7y	11aa50ef5d7692e8abd1b8d74ae31c5c29201b14	Open original
Janady13/AI_Brain / daemon/seed_prophecy.py	codex/build-online-github-ani-hr4y0z	366ab848896ae49159cfb3f6c201b8c5a731e9c8	Open original
Janady13/AI_Brain / daemon/seed_prophecy.py	codex/build-online-github-ani-i3cigl	3a6e002311c48c27ffd41ef4a2a31c63947128cd	Open original
Janady13/AI_Brain / daemon/seed_prophecy.py	codex/build-online-github-ani	49db80a641b10ab62d16cc7643bd0b367f93951c	Open original
Janady13/AI_Brain / daemon/seed_prophecy.py	codex/build-online-github-ani-hrtsoc	50285aff347685f043e7a72e4d72891eebaa6cd6	Open original
Janady13/AI_Brain / daemon/seed_prophecy.py	codex/build-online-github-ani-7v4kug	5cd0bbf744b0aee9445913337e852889d9a8098e	Open original
Janady13/AI_Brain / daemon/seed_prophecy.py	codex/build-online-github-ani-nbgsix	840945d70b88674d8f40d330001cc63d871dc8e2	Open original
Janady13/AI_Brain / daemon/seed_prophecy.py	copilot/vscode1760283895982	9e1c1a5b171addb5bb4a83b2ea7dede50c1cc81e	Open original
Janady13/AI_Brain / daemon/seed_prophecy.py	codex/build-online-github-ani-jf5olo	c6653627c453ab428d665226167fa5f4aa05e9a5	Open original
Janady13/AI_Brain / daemon/seed_prophecy.py	feature/seeder-engine-tests	cdb497ece2d1a770ca8c83eb1de8923cfaa9eceb	Open original
Janady13/AI_Brain / daemon/seed_prophecy.py	codex/build-online-github-ani-7nmb21	d0f50071c85cddaaebbf9c4dd1313bd7676986da	Open original
Janady13/AI_Brain / daemon/seed_prophecy.py	codex/build-online-github-ani-0etkns	e250b19d446bdffd542c9eea31cead12e30800d6	Open original
Janady13/AI_Brain / daemon/seed_prophecy.py	codex/build-online-github-ani-hr4y0z	366ab848896ae49159cfb3f6c201b8c5a731e9c8	Open original
Janady13/AI_Brain / daemon/seed_prophecy.py	codex/build-online-github-ani-irqa7y	11aa50ef5d7692e8abd1b8d74ae31c5c29201b14	Open original
Janady13/AI_Brain / daemon/seed_prophecy.py	codex/build-online-github-ani-i3cigl	3a6e002311c48c27ffd41ef4a2a31c63947128cd	Open original
Janady13/AI_Brain / daemon/seed_prophecy.py	codex/build-online-github-ani-7v4kug	5cd0bbf744b0aee9445913337e852889d9a8098e	Open original
Janady13/AI_Brain / daemon/seed_prophecy.py	codex/build-online-github-ani-nbgsix	840945d70b88674d8f40d330001cc63d871dc8e2	Open original
Janady13/AI_Brain / daemon/seed_prophecy.py	copilot/vscode1760283895982	9e1c1a5b171addb5bb4a83b2ea7dede50c1cc81e	Open original
Janady13/AI_Brain / daemon/seed_prophecy.py	codex/build-online-github-ani-7nmb21	d0f50071c85cddaaebbf9c4dd1313bd7676986da	Open original
Janady13/AI_Brain / daemon/seed_prophecy.py	feature/seeder-engine-tests	cdb497ece2d1a770ca8c83eb1de8923cfaa9eceb	Open original
Janady13/AI_Brain / daemon/seed_prophecy.py	codex/build-online-github-ani	49db80a641b10ab62d16cc7643bd0b367f93951c	Open original
Janady13/AI_Brain / daemon/seed_prophecy.py	codex/build-online-github-ani-jf5olo	c6653627c453ab428d665226167fa5f4aa05e9a5	Open original
Janady13/AI_Brain / daemon/seed_prophecy.py	codex/build-online-github-ani-hrtsoc	50285aff347685f043e7a72e4d72891eebaa6cd6	Open original

Recovered source transcript

Download complete source text ↓64 lines · 2.8 KB

#!/usr/bin/env python3
from seed_common import run_seed

# Generate 500 distinct prophecy module descriptions (forecasting modules)

def gen_prophecy(n: int):
    domains = [
        "market volatility", "equity returns", "crypto price movement", "energy demand",
        "load forecasting", "weather extremes", "hurricane landfall", "wildfire risk",
        "epidemiology spread", "hospital admissions", "supply chain delays", "port congestion",
        "shipping times", "inventory replenishment", "customer churn", "lifetime value",
        "ad conversion", "marketing lift", "sales pipeline", "cash flow", "credit risk",
        "fraud detection", "cyber intrusion", "phishing campaigns", "patch urgency",
        "geopolitical risk", "election turnout", "policy passage", "legislative gridlock",
        "sports outcomes", "injury likelihood", "travel demand", "hotel occupancy",
        "traffic flow", "accident risk", "air quality index", "earthquake aftershocks",
        "product demand", "feature adoption", "release risk", "incident rate", "SLA breach",
        "compute capacity", "GPU queue time", "training time", "inference latency",
    ]
    methods = [
        "Bayesian structural time series", "state-space model", "seasonal ARIMA",
        "prophet-style additive model", "Gaussian Process regression", "quantile regression",
        "gradient boosted trees", "random forest", "temporal convolution network",
        "transformer encoder", "graph temporal network", "survival analysis",
        "copula-based simulation", "Monte Carlo scenario generation", "change point detection",
        "extreme value theory", "hierarchical modeling", "spatio-temporal kriging",
    ]
    horizons = [
        "nowcasting", "short-term (hours)", "near-term (days)", "mid-term (weeks)", "long-term (months)",
    ]
    constraints = [
        "with uncertainty quantification", "with prediction intervals", "with conformal bands",
        "with causal adjustments", "with holidays and events", "with regime shifts",
        "with exogenous regressors", "with missing data imputation",
    ]

    seen = set()
    i = 0
    for d in domains:
        for m in methods:
            phrase = f"Prophecy: {m} for {d}"
            if phrase in seen:
                continue
            seen.add(phrase)
            yield phrase
            i += 1
            if i >= n:
                return
    if i < n:
        for d in domains:
            for h in horizons:
                for c in constraints:
                    phrase = f"Prophecy: {h} {d} {c}"
                    if phrase in seen:
                        continue
                    seen.add(phrase)
                    yield phrase
                    i += 1
                    if i >= n:
                        return

if __name__ == "__main__":
    run_seed("prophecy", gen_prophecy)