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…
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 designing RisingWave schemas, writing materialized views, configuring sources or sinks, optimizing streaming SQL performance…
Probability distribution fitting skill for calibrating uncertainty models from historical data or expert judgment
Build a self-contained, sortable HTML table (plus a matching single-page PDF) showing how each company in a SET changed its SEC risk…
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.
Execute GitHub operations (PRs, issues, milestones, labels, comments, merges) using Python scripts with structured output and error…
Review before merge. Stage-1 spec-compliance gate, then risk-selected Stage-2 review axes from the canonical set. analyst always runs…
Recursive Language Models (RLM) CLI - enables LLMs to recursively process large contexts by decomposing inputs and calling themselves over…
Manage agent-owned RLM heartbeats from IPython.
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.
Transform data into compelling narratives using visualization, context, and persuasive structure.