suggesting-remedies
Netflix-Skunkworks/oci-agent
Invoke this skill when an OCI diagnostic fails or warns and a spec change is needed.
Keywords:
- covariate balance failure, overlap warning, placebo warning
- ATO_THRESHOLD, trimming extreme propensities
- changing estimand: ATE → ATT, ATE → ATO
- adding covariates, dataset insufficiency
- actor-critic feedback loop, suggested spec changes
writing-reports
Netflix-Skunkworks/oci-agent
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 table
writing-specs
Netflix-Skunkworks/oci-agent
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, ato_threshold
- econml.ipynb, analysis_notebook
- ACIC, acic_treatment, acic_response