Use when identifying a risk or uncertainty parameter is the bottleneck for a Journal of Risk and Uncertainty (JRU) manuscript…
Use when the identification argument is the bottleneck for a Quantitative Economics (QE) manuscript — whether causal identification in an…
Use when the causal-inference or asset-pricing identification strategy is the bottleneck for a The Review of Financial Studies (RFS)…
Use when the identification or estimation strategy is the bottleneck for a RAND Journal of Economics (RJE) industrial-organization…
Use when the causal identification argument is the bottleneck for a The World Bank Economic Review (WBER) manuscript — RCT/program…
Use when the credibility core of a Review of Finance (RoF) manuscript is the bottleneck — causal identification for empirical finance…
Use when packaging IJCAI or IJCAI-ECAI code, data, proofs, models, and appendices as reproducibility evidence or supplementary material…
Use when designing or auditing IJCAI or IJCAI-ECAI experiments, baselines, ablations, statistical evidence, hyperparameter reporting…
Use when strengthening IJCAI or IJCAI-ECAI reproducibility evidence for theory, algorithms, datasets, and computational experiments under…
Use when designing or auditing ACM IMC measurements, covering representative vantage points, honest ground truth, longitudinal design for…
Create publication-quality scientific visualizations across physics, biology, chemistry, and climate science.
Implement and extend PostHog Data warehouse import sources.
Analyze development-set disagreements between human annotations and one Coval text LLM judge, then propose a focused prompt revision.
Read and, after human approval, update the Linear `incident-alert` knowledge base.
Analyze an incident and turn durable findings into operational corpus knowledge.
Use when defining eligibility criteria and coding studies for a Psychological Bulletin review or meta-analysis — inclusion/exclusion…
Run 150+ AI apps (image, video, LLM) via inference.sh CLI.
Register and safely consume any information source that can enrich the corpus: APM, log database, SQL table, API, file export, wiki…
How to instrument PostHog's own Metrics product from PostHog-owned code — record counters, gauges, and histograms that land in…
Use when adding a new model or pipeline to diffusers, setting up file structure for a new model, converting a pipeline to modular format…
When the user needs to know whether the integrations wired into a customer account are actually working — per connector, per error class…