review-interactive
Review code changes in the KPHP compiler and runtime codebase interactively
Browse reusable Agent Skills, each with a clear purpose and practical guidance.
Review code changes in the KPHP compiler and runtime codebase interactively
Diagnoses and fixes common errors when using skforecast, especially mistakes frequently made by LLMs generating skforecast code. Covers deprecated imports, wrong function names, missing parameters, and data format issues. Use when generated code produces errors or unexpected results.
RenoDX workflow for generating HDR/SDR test patterns, synthetic charts, ramps, gradients, hue sweeps, color bars, checkerboards, banding panels, gamut stress images, BT.709/BT.2020/AP1 comparisons, and scalar/energy-map validation sources. Use when making test pattern images or datasets for tonemap, gamut, LUT, PsychoV, RenoDRT, HDR, or cICP validation.
RenoDX DevKit workflow for tracing swapchain/output passes, SwapChainPass, RGBA8U/UNORM limits, RGBA16F proxy resources, gamma-space float pipelines, HDR10-preferred SDR/HDR output toggles, rare scRGB output encoding, render resources, backbuffer formats, resource upgrades, neutral HDR source preservation, UI/HUD separation, and rejecting inverse-tonemap postprocess approaches. Use when investigating swapchain output, resource formats, final backbuffer shaders, swapchain proxies, AutoHDR/RTX HDR/ReShade FX style inverse tonemap ideas, resource upgrades, or proving where scene HDR data exists before shader-side ToneMapPass work.
Review pull requests for the awesome-web-agents repository. Use when asked to validate a PR, assess whether a submission fits the repo, inspect README or ARCHIVE additions, check merge readiness, or apply the repository's web-agent-first contribution policy to a GitHub pull request.
SkillsBench task PR review — classifies the task track (standard / research / multimodal), runs static policy checks against the track-specific rubric, benchmarks the task across oracle plus Claude and Codex (with and without skills), audits trajectories for cheating and skill invocation, and produces a `pr-N-task-timestamp-run.txt` review report alongside a `prN.zip` bundle of trajectories. Use when reviewing a SkillsBench task PR (by number, branch, or local task path), when the user asks to review a task, run benchmarks on a PR, audit a submission, classify a task as research or multimodal track, or prepare a comment to post on a SkillsBench PR.
Designs and runs DuneSQL regression queries comparing CI tables (`dune.<schema>.<table>`) to production spells after pipeline-only dbt changes; after SQL is tailored to the to execute queries and validate parity. Use for prod vs CI regression, lineage parity checks, or row/metric validation when data should not drift; invoke manually per branch—not on every edit.
Review Spellbook spell contributions for config blocks, schema YAML, SQL style, Jinja, performance, seeds, architecture, and compile/test readiness.