Abel Strategy Research Skills

Explore market ideas, analyze causal drivers, and research trading strategies with Abel.

OpenAI Codex | Claude Code | OpenCode | ClawHub

Abel Strategy Research Skills turns AI agents into causal-graph-powered investment research and strategy discovery researchers. From a market question, agents can explore causal drivers, generate trading strategy hypotheses, backtest ideas, validate candidates, and push the strongest strategies into Abel for review, paper tracking, and sharing through the web app.

• Causal-graph strategy discovery
  Go beyond brute-force factor search. Agents use Abel’s causal graph to discover economically meaningful drivers, relationships, regimes, and signals for new trading strategy ideas.

• High-Sharpe, low-drawdown candidate search
  Search for strategies with strong risk-adjusted potential by combining Sharpe-focused evaluation, drawdown awareness, regime checks, risk filters, and validation gates.

• Hypothesis-to-backtest workflow
  Turn open-ended market questions into testable strategy hypotheses across assets, features, filters, sizing rules, model variants, and ensemble approaches.

• Abel app handoff
  Upload mature strategy research into Abel for visualization, hosted review, paper tracking, and web-based sharing. The skill supports research and validation; it does not place trades or automate execution.

Example Workflows

Ask your AI agent to:

• "Discover AI infrastructure investment strategies with Abel."
• "Find a TSLA strategy thesis."
• "Analyze causal drivers for mortgage-rate-sensitive homebuilder stocks."
• "Develop semiconductor demand strategies using Abel."
• "Explore investment strategies related to power demand and data centers."

Strategy Discovery, Not Trade Execution

Abel Strategy Research Skills focus on research workflows: exploring market themes, analyzing causal drivers, developing investment strategies, and comparing hypotheses, risks, candidates, and evidence.

They do not place trades, automate execution.

Learn more: Abel Strategy Research

Supported Agent Platforms

• OpenAI Codex
• Claude Code
• OpenCode
• ClawHub / OpenClaw

Installation

Installation differs by platform.

Codex

Tell Codex:

Fetch and follow instructions from https://raw.githubusercontent.com/Abel-ai-lab/abel-strategy-research-skills/refs/heads/main/.codex/INSTALL.md

Detailed docs: docs/README.codex.md

Supports:

• Global install
• Project-level install via .agents/skills/

Claude Code

Tell Claude Code:

Fetch and follow instructions from https://raw.githubusercontent.com/Abel-ai-lab/abel-strategy-research-skills/refs/heads/main/.claude/INSTALL.md

Detailed docs: docs/README.claude.md

Supports:

• Global install
• Project-level install via .claude/skills/

OpenCode

Tell OpenCode:

Fetch and follow instructions from https://raw.githubusercontent.com/Abel-ai-lab/abel-strategy-research-skills/refs/heads/main/.opencode/INSTALL.md

Detailed docs: docs/README.opencode.md

Supports:

• Global install
• Project-level install via project opencode.json

ClawHub / OpenClaw

Install from the published ClawHub package after release publication.

Install-time auth note:

• If you already have an Abel API key, write it to the OpenClaw skill config path skills.entries.abel.apiKey before restart.
• If you do not, make abel-auth your first action after restart so the key is persisted before normal live use.
• After auth is ready, bootstrap the default strategy workspace before normal strategy use: abel-invest workspace bootstrap --path ./abel-invest-workspace

Existing Installs And Migration

Existing installs under paths like ~/.claude/abel-skills, ~/.codex/abel-skills, .claude/abel-skills, or .agents/abel-skills can keep their local folder names. To migrate an existing checkout, update its git remote:

git remote set-url origin https://github.com/Abel-ai-lab/abel-strategy-research-skills.git

New install examples use abel-strategy-research-skills.

For Maintainers

• Release documentation: docs/releases.md
• Branching and repository policy: AGENTS.md
• Maintainer endpoint rendering workflow: maintainers/README.md
• Social preview source: docs/assets/social-preview.svg

Release builds publish from collection source into dist/. Do not commit generated ClawHub artifacts into the repository.