Colab Pro+ trading cohort rail

SkillCommunication

Use existing Google Colab Pro+ (iganapolsky@gmail.com) for put-credit cohort scorecards. Never buy compute units. Pack ledgers via scripts/colab_cohort_pack.py and open notebooks/put_credit_cohort_colab.ipynb. Auto-invoke on Colab signup, Colab Pro, GPU offload, cohort notebook. Slash: /google-colab-trading-cohort.

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the Colab Pro+ trading cohort rail skill

What this skill tells your AI

The instructions your AI receives, as published by igorganapolsky/trading in skills/google-colab-trading-cohort/SKILL.md and read by ahel’s review.

Verified

  • Colab home UI label: Colab Pro+ home (signed in as iganapolsky@gmail.com)
  • Signup page Pay-As-You-Go buttons disabled (already subscribed)
  • Never click Pro / Pro+ purchase or colab pay unless CEO authorizes spend same turn

Operator

.venv/bin/python scripts/colab_cohort_pack.py --json
# Open notebook (after merge to main, or upload pack JSON in Colab):
# https://colab.research.google.com/github/IgorGanapolsky/trading/blob/main/notebooks/put_credit_cohort_colab.ipynb

Optional CLI (installed via uv tool install google-colab-cli):

colab version
colab new --gpu t4
colab upload data/audit/colab_packs/.../put_credit_cohort.json /content/put_credit_cohort.json
colab exec -f notebooks/put_credit_cohort_colab.ipynb
colab stop

Hard don'ts

NEVERALWAYS
Auto-buy compute units / upgrade plansUse existing Pro+ allocation
Claim edge from Colab chartsCite kill_verdict from scorecard JSON
Leave GPU runtimes idlecolab stop / disconnect runtime

Related

Signals

GitHub stars
38
Forks
11
Last commit
Sep 2026

ahel review

  • S4info
    community integration, published by igorganapolsky, not google

Automated review, not a security audit. Ruleset v1+k2.

Advanced
Catalog kind
skill
Gateway key
google-colab-trading-cohort
Source
github.com/igorganapolsky/trading