Author a long-running multi-file rewrite plan that subsequent patch-edit + diff-review + build-test stages will execute, with explicit…
Translates user intent into a precise, unambiguous specification and requirements.
Use when the user wants to design, redesign, shape, critique, audit, polish, clarify, distill, harden, optimize, adapt, animate, colorize…
Use when a user needs to draft, update, or review a French accessibility declaration (déclaration d'accessibilité) for a public-sector…
Show upcoming RHOAI release milestones from Product Pages, with filtering by date range or version
Use before acting in a signed-in web panel where more than one account, tenant or property could be selected — Search Console, Google Ads…
Conduct AI/ML research as a science - first-principles reasoning, mechanism-level hypotheses, falsifiable predictions, discriminative…
Rillet integration via Apideck's Accounting unified API — same methods work across every connector in Accounting, switch by changing…
Using lib-observability/assert, Lerian's runtime assertion package, in two modes.
Using lib-commons v5, Lerian's shared Go library (non-observability surface), in two modes.
WebGPU tile rendering for Rio Terminal via wgpu and sugarloaf.
Use when working with RisingWave — streaming SQL database, materialized views, sources, sinks, CDC from PostgreSQL/MySQL, Kafka ingestion…
Probability distribution fitting skill for calibrating uncertainty models from historical data or expert judgment
Use when routing a RAND Journal of Economics (RJE) manuscript to the right rje-* skill across the industrial-organization lifecycle — from…
Multi-agent debate orchestration for Architecture Decision Records.
Review before merge. Stage-1 spec-compliance gate, then risk-selected Stage-2 review axes from the canonical set. analyst always runs…
Manage agent-owned RLM heartbeats from IPython.
Encode and decode data using RLP (Recursive Length Prefix) with Nethereum.
Implement proven backend architecture patterns including Clean Architecture, Hexagonal Architecture, and Domain-Driven Design.
Master modern business analysis with AI-powered analytics,
Expert C4 Component-level documentation specialist.