AI Agent Skills

Full governance constitution for work that touches shared state, requires independent review, spans seats, or involves planning, architecture, code, reviews, dispatches,…

Evaluate minimum-sufficient implementation routes and enforce the selected route for a fixed, authorized outcome. Use after outcome, scope, authority, and acceptance evi…

Guide for retrofitting OpenTelemetry into an existing, uninstrumented application. Trigger phrases: "migrate existing app to OTel", "add OpenTelemetry to existing projec…

Find a recent trace in Honeycomb, to see what happened in a recent test. Use when asked to "verify in Honeycomb", "find the most recent trace", or "show me the trace".

Locate the root cause of a CONFIRMED failure via backward-then-forward semi-formal tracing. Trigger when the user provides a stack trace, failing assertion, error messag…

Développement d'agents conversationnels avec Microsoft AutoGen. Création de group chats, agents spécialisés et workflows multi-agents avec exécution de code. Se déclench…

Work on better-data-plugin-test — the companion plugin

Add a new sink to better-data — code that writes

Add a new source adapter to better-data — code that reads from a WordPress data store the library doesn't cover yet (comments, attachments, transients, custom tables). M…

Produce and consume better-route 1.1 structured errors. Use for ApiException, Response, ErrorNormalizer, ResponseNormalizer, WP_Error conversion, OAuth RFC 6749 error_fo…

Contestant-scale code simplification. Simplify unnecessary engineering structure while preserving mathematical/numerical behavior; any executable hash change requires re…

Expert guide for Unreal Engine 5.x Gameplay Ability System (GAS) C++ development. Covers AbilitySystemComponent, GameplayAbilities, GameplayEffects, Attributes/Attribute…

Expert guide for integrating third-party C/C++ libraries into Unreal Engine 5.x projects and plugins. Covers static linking, dynamic linking (DLL/SO/dylib), Build.cs con…

Adjust the Sharpe ratio for multiple testing bias when selecting from many trials. Use when reporting strategy performance after parameter or model search.

Test portfolios against historical crises and hypothetical shocks. Use when quantifying tail risk before deployment or during risk reviews.

Route genuinely ambiguous or multi-stage geospatial work across specialist skills while enforcing shared CRS, validity, leakage, units, verification, and reprod