causal-abelUse when the user wants an Abel causal read on what drives a market, company, asset, sector, or macro node, how two nodes connect, what changes under interve...
Install via ClawdBot CLI:
clawdbot install exenvitor/causal-abelGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Calls external URL not in known-safe list
https://github.com/Abel-ai-causality/Abel-skillsAudited Apr 23, 2026 · audit v1.0
Generated Apr 26, 2026
A user asks to analyze the causal drivers of a specific asset (e.g., AAPL, Bitcoin) or how two nodes are connected. The agent classifies as direct_graph, follows the direct-graph workflow, and returns a structured causal read with verified edges.
A user asks to evaluate a major life decision (e.g., buying a house, choosing a career, moving to a new city) using Abel's proxy signals from financial and crypto nodes. The agent classifies as proxy_routed, generates hypotheses, screens via graph, observes, and grounds with web searches.
A user asks about a decision with a horizon >3 years (e.g., 'What will AI jobs look like in 10 years?'). The agent switches to structural mode, uses web search as primary evidence and graph only for validation, avoiding momentum-style observation.
A user's opportunity thesis depends on a recent unverified claim (e.g., a leak about a product launch). The agent performs minimal premise verification, and if unanchored, reframes as conditional analysis ('if this is true, then...') before proceeding with Abel.
Subscription tier for individuals or enterprises to get causal reads on personal, career, or investment decisions. Includes authentication, unlimited proxy-routed analyses, and periodic web grounding.
Offer the causal graph and probe endpoints as an API for robo-advisors, wealth management apps, and trading platforms. Monetized per call or via flat licensing fee.
Sell one-time deep-dive reports for long-horizon decisions (macro trends, industry shifts) combining web research and graph validation. High-ticket, delivered as PDF or interactive dashboard.
💬 Integration Tip
To integrate, first set up OAuth via references/setup-guide.md and persist the apiKey. Use cap_probe.py to check auth before each session, then follow the route-specific workflows in references/routes/.
Scored Apr 26, 2026
Medical device risk management specialist implementing ISO 14971 throughout product lifecycle. Provides risk analysis, risk evaluation, risk control, and pos...
When the user wants to plan a product launch, feature announcement, or release strategy. Also use when the user mentions 'launch,' 'Product Hunt,' 'feature r...
AI project management powered by CellCog. Knowledge workspaces, document upload, AI-processed context trees, signed URL retrieval. Works standalone or as CellCog chat context.
When the user wants to build a free tool for marketing — lead generation, SEO value, or brand awareness. Use when they mention 'engineering as marketing,' 'f...
管理多类型项目看板,支持新增项目、变更状态与版本、分类管理及查看项目总览和变更日志。
Competitor Analysis — SEO/GEO Intelligence & Market Positioning. Analyze competitor SEO rankings, AI search citations, content strategy, and market posi...