Instructions file
Instructions for Netflix-Skunkworks/oci-agent, covering observational causal inference (oci) agent and rules.
130 17d ago A 143 tokens
original Apache-2.0
Skill Claude CodeCodex
Invoke this skill when making any modification to a notebook (.ipynb) in the OCI agent. Keywords: .ipynb, Jupyter notebook cell injection, comment-out cell "# === INJECTED BY OCI AGENT === #" "# === COMMENTED OUT BY OCI AGENT === #" econml.ipynb, notebooks/ directory parameterizing notebooks.
130 17d ago A 86 tokens
original Apache-2.0
Skill Claude CodeCodex
Invoke this skill before executing any OCI analysis (notebook run). Keywords: nbrunner.py, notebook execution analysis spec, spec parameter injection results.json, results serialization cell .ipynb, notebooks/ directory papermill-style parameterization.
130 17d ago A 61 tokens
original Apache-2.0
Skill Claude CodeCodex
Invoke this skill when an OCI diagnostic fails or warns and a spec change is needed. Keywords: covariate balance failure, overlap warning, placebo warning ATOTHRESHOLD, trimming extreme propensities changing estimand: ATE → ATT, ATE → ATO adding covariates, dataset insufficiency actor-critic feedback loop, suggested…
130 17d ago A 85 tokens
original Apache-2.0
Skill Claude CodeCodex
Invoke this skill when writing oci-report.md from an executed OCI analysis. Keywords: oci-report.md, actor-critic report results.json, analysis spec, analysis plan diagnostics: covariate balance, overlap, placebo outcome SMD, P1 confounders, propensity scores ATE, ATT, ATO estimands decision-grade results, diagnostic…
130 17d ago A 87 tokens
original Apache-2.0
Skill Claude CodeCodex
Invoke this skill when initiating an OCI analysis from a plan or user prompt — i.e. before any notebook is parameterized or executed. Keywords: analysis spec, eval spec, spec.yaml treatment, outcome, covariates, confounders ATE, ATT, ATO, atothreshold econml.ipynb, analysisnotebook ACIC, acictreatment, acicresponse.
130 17d ago A 92 tokens
original Apache-2.0