GitHub organization
Agent skills by pymc-labs
- skills
- 24
- repositories
- 4
Repositories by pymc-labs
- CausalPyA Python package for causal inference in quasi-experimental settings1.2k stars · 12 skills
- pathmcStructural causal models with Bayesian estimation and interventional simulation via a concise DSL.132 stars · 7 skills
- decision-labRun tested, autonomous agent workflows on your data for meaningful decision-making 198 stars · 3 skills
- decision-hub104 stars · 2 skills
Skills by pymc-labs, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Load built-in CausalPy example datasets for demos, tutorials, tests, and quick causal-analysis prototypes. | pymc-labs/ | 1.2k | — | ~587 | Automated safety check: Pass | Apache-2.0 | yesterday |
| 2 | Generate documentation sites for Python packages with Great Docs. | pymc-labs/ | 132 | — | ~2.7k | Automated safety check: Pass | MIT | 4 days ago |
| 3 | Guide for creating effective skills for Claude Code agents. An agent skill from pymc-labs/decision-hub. | pymc-labs/ | 104 | — | ~3.1k | Automated safety check: Notes | MIT | 1 mo ago |
| 4 | Review CausalPy pull requests end-to-end by classifying PR type, checking branch freshness, mergeability, remote CI, correctness, security, tests, docs, and maintainer concerns. | pymc-labs/ | 1.2k | — | ~2.2k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 5 | decision-lab house figure style for matplotlib. An agent skill from pymc-labs/decision-lab. | pymc-labs/ | 198 | — | ~1.1k | Automated safety check: Pass | Apache-2.0 | 12 days ago |
| 6 | Challenge causal claims through structured threat assessment, counterfactual reasoning, and CausalPy falsification checks. | pymc-labs/ | 1.2k | — | ~809 | Automated safety check: Pass | Apache-2.0 | yesterday |
| 7 | Author, configure, and distribute Agent Skills for a Great Docs site. | pymc-labs/ | 132 | — | ~2.6k | Automated safety check: Pass | MIT | 4 days ago |
| 8 | Performs placebo-in-time sensitivity analysis with hierarchical null model and optional Bayesian assurance. | pymc-labs/ | 1.2k | 1 repo | ~442 | Automated safety check: Pass | Apache-2.0 | yesterday |
| 9 | Detect, configure, and use the project's Python environment (uv by default, conda-compatible tool as a fallback). | pymc-labs/ | 1.2k | — | ~1.1k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 10 | Configure a Great Docs documentation site through great-docs.yml. | pymc-labs/ | 132 | — | ~2k | Automated safety check: Pass | MIT | 4 days ago |
| 11 | 11.Dlab CLI Complete reference for decision-lab (dlab). An agent skill from pymc-labs/decision-lab. | pymc-labs/ | 198 | — | ~957 | Automated safety check: Pass | Apache-2.0 | 12 days ago |
| 12 | Review and improve Python docstrings for Great Docs API reference generation. | pymc-labs/ | 132 | — | ~2.3k | Automated safety check: Pass | MIT | 4 days ago |
| 13 | Methodology for probabilistic forecasting of when and whether a future event will occur. | pymc-labs/ | 198 | — | ~2.4k | Automated safety check: Pass | Apache-2.0 | 12 days ago |
| 14 | 14.Dhub CLI Guide for using the dhub CLI — the AI skill manager for data science agents. | pymc-labs/ | 104 | — | ~3.8k | Automated safety check: Warn | MIT | 1 mo ago |
| 15 | Write and maintain narrative user-guide pages for a Great Docs site. | pymc-labs/ | 132 | — | ~2.3k | Automated safety check: Pass | MIT | 4 days ago |
| 16 | Explore unfamiliar APIs, libraries, or implementation behavior with minimal reproducible examples and documented findings. | pymc-labs/ | 1.2k | — | ~442 | Automated safety check: Pass | Apache-2.0 | yesterday |
| 17 | Create, evaluate, and triage GitHub issues for CausalPy. An agent skill from pymc-labs/CausalPy. | pymc-labs/ | 1.2k | — | ~254 | Automated safety check: Pass | Apache-2.0 | yesterday |
| 18 | Fit, summarize, plot, and interpret a chosen CausalPy experiment. | pymc-labs/ | 1.2k | 1 repo | ~1.3k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 19 | 19.Fix Bug Autonomous bug-fix workflow. An agent skill from pymc-labs/pathmc. | pymc-labs/ | 132 | — | ~4.6k | Automated safety check: Pass | Apache-2.0 | 4 days ago |
| 20 | Interactive development in marimo notebooks with validation loops. | pymc-labs/ | 1.2k | — | ~357 | Automated safety check: Pass | Apache-2.0 | yesterday |
| 21 | 21.Pathmc Bayesian path analysis (observed-variable SEM) in PyMC. An agent skill from pymc-labs/pathmc. | pymc-labs/ | 132 | — | ~4k | Automated safety check: Pass | MIT | 4 days ago |
| 22 | Choose the appropriate CausalPy experiment class from a causal or impact question, data structure, treatment assignment, and identification assumptions. | pymc-labs/ | 1.2k | — | ~1.4k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 23 | 23.PR To Green Bring a pull request to green by syncing with main, resolving conflicts safely, and fixing failing checks with CausalPy conventions. | pymc-labs/ | 1.2k | — | ~1.7k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 24 | 24.PR Workflows Turn issues into PRs, handle commits, and run prek checks consistently. | pymc-labs/ | 1.2k | — | ~121 | Automated safety check: Pass | Apache-2.0 | yesterday |
Questions, answered from the data.
What is the best skill by pymc-labs?
Example Datasets from pymc-labs/CausalPy ranks first of the 24 skills by pymc-labs listed here, with the highest score: its repository has 1.2k GitHub stars, its SKILL.md loads about 587 tokens and it passes the automated safety check with no findings. Next come Great Docs and Dhub Skill Creator.
Are pymc-labs's skills official?
None yet. All 24 skills by pymc-labs listed here come from community repositories; a skill counts as official when the product's own GitHub organization publishes it.
How are these skills ranked?
By Skill Navigator score, which combines the GitHub stars of the skill's repository (shared across that repo's skills and discounted for large collections), how many other GitHub owners carry a copy of the skill, and automated SKILL.md quality checks, minus penalties for safety-check warnings and for each further skill from the same repository. Skills that fail the safety check are not listed.