genpark-backdoor-criterion-confounder-adjustment-skill
GenPark AI Agent Skill - Graph-theoretic backdoor criterion validator and minimal confounder adjustment set identifier ensuring unconfounded causal effect estimation.
Details
- External ID
- 1362860743
- Source
- GITHUB
- Company
- —
- Product
- genpark-backdoor-criterion-confounder-adjustment-skill
- Website domain
- github.com
- Launched
- Sept. 9, 2026
- Cohort
- —
- Upvotes
- 8
- Upvotes percentile
- 0.14514476044068664
- Tags
- agentic-ai, causal-inference, counterfactuals, do-calculus, genpark-skill, instrumental-variables, mcp, propensity-score, python-stdlib, structural-causal-models
- Fetched at
- Sept. 13, 2026, 5:57 p.m.
- Updated at
- Sept. 13, 2026, 5:57 p.m.
Enrichment
- Theme
- specialized AI models and agent reasoning tools
- Vertical
- Horizontal
- Function
- Agent / copilot
- Audience
- Developer
- AI stance
- AI-native
- Project type
- Hobby / open-source project
- Normalized one-liner
- graph-theoretic backdoor criterion validator skill for ai agents
- Manually corrected
- False
Could you build this?
Yes Evaluating the backdoor criterion and identifying minimal adjustment sets on DAGs relies on standard d-separation graph algorithms well within LLM coding abilities.
Competitors
Other products that read as similar to this one — 1218 launches clear the similarity bar, closest 8 shown.
Attention rank: #659 of 1219 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 314 days after the earliest competitor.
- genpark-bayesian-network-exact-variable-elimination-skill · github · 2026-09-09 · 8 upvotes · similarity 0.72
- genpark-bayesian-network-exact-variable-elimination-skill · github · 2026-09-09 · 8 upvotes · similarity 0.72
- genpark-annoy-random-projection-forest-skill · github · 2026-09-10 · 7 upvotes · similarity 0.65
- genpark-vector-clock-causal-broadcast-skill · github · 2026-09-10 · 7 upvotes · similarity 0.65
- genpark-vector-clock-causal-broadcast-skill · github · 2026-09-10 · 7 upvotes · similarity 0.65
- genpark-muse-episodic-memory-stream-skill · github · 2026-09-23 · 7 upvotes · similarity 0.64
- genpark-beam-search-autoregressive-decoder-skill · github · 2026-09-10 · 7 upvotes · similarity 0.63
- genpark-recursive-descent-ast-parser-skill · github · 2026-09-10 · 7 upvotes · similarity 0.63
Other launches for this product
Same idea, different domain
Nobody's really built a agent / copilot tool for Agriculture yet.