Agent skills

Use when revising a PMLA (Publications of the Modern Language Association) essay after a decision and writing the response to readers'…

Use when responding to a Journal of International Marketing (JIM) decision letter — triaging reviewer demands, deciding whether to collect…

Use when an editor/reviewer decision letter arrives on a Review of Educational Research (RER) review or meta-analysis and you must plan…

Parse peer reviewer comments and generate a structured Response to Reviewers document with tracked manuscript changes.

Update old notes with new connections. The backward pass that /reflect doesn't do. Revisit existing notes that predate newer related…

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…