Skip to content
SkillCheatSheet Sign in

strategy-discovery

An AI agent skill from HKUDS/Vibe-Trading, scored 54 out of 100 by code.

54/ 100D

Code score by group

  • Spec20/20
  • Description2/20
  • Procedure10/15
  • Done criteria4/15
  • Resources10/10
  • Scripts2/8
  • Safety3/7
  • Upkeep3/5

It loses the most points in Description (18), the group that checks whether the description says what the skill does and when to use it.

What the author says it does

Strategy Discovery: evidence-gated facade over Alpha Zoo + the SDM strategy store — answers what strategies exist and what state they are in, with per-regime evidence instead of scenario tags; reports evidence freshness on every returned row and rebuilds the disposable evidence cache from local backtest runs.

This is the description in the skill's own SKILL.md, written by its author, not by SkillCheatSheet.

Repository
HKUDS/Vibe-Trading
Folder
agent/src/skills/strategy-discovery
License
MIT
GitHub stars
38,088
SKILL.md lines
220
Other files
0

Add strategy-discovery to your agent

npx skills add HKUDS/Vibe-Trading --skill strategy-discovery

The command uses the open skills CLI. A skill is instructions and scripts your agent will follow, so read it first: open the folder on GitHub at the commit that was scored.

More skills from HKUDS/Vibe-Trading

  1. deep-company-series

    Write a publication-grade 8-part deep-dive series on a single company (~120k words total): cognitive reset / moat / profit engine / hidden assets / era variable (e.g. AI) / financ…

    Verified83B
  2. bottleneck-hunter

    Supply-chain bottleneck arbitrage. Given a super-trend (AI infra, energy transition, defense, semiconductor reshoring, space economy), decompose its physical supply chain down to…

    Verified80B
  3. backtest-diagnose

    Diagnose failed or underperforming backtests, locate the root cause, and fix the issue

    74B
  4. strategy-generate

    Create, modify, and optimize quantitative trading strategies, then backtest and evaluate them.

    74B
  5. research-discipline

    A short self-bias checklist to run at the START of any investment research task (stock screen / sector study / company deep-dive). Four biases that systematically warp AI research…

    73B
  6. data-routing

    The single ROUTER for every data need. Load this skill BEFORE any backtest, data-fetch, or research task to pick the best available source/tool, honour auth (env) requirements, an…

    71B
  7. private-company-research

    Deep research framework for pre-IPO / private companies (Ant Group, SpaceX, Stripe, ByteDance...). Six analyst lenses — business model, financial forensics, competitive landscape,…

    70B
  8. strategy-dev-manager

    Strategy Development Manager: convert academic papers and research reports into validated factors and strategies with automated backtesting, persistent storage, and decay monitori…

    70B

All skills in HKUDS/Vibe-Trading

Scores come from a snapshot of 300 public GitHub repositories taken on 12 November 2026. Every score is the result of fixed checks run by code; no AI is involved. How scoring works.