Use PROACTIVELY after any edit under apps/, packages/, or integrations/ to check a diff against the non-obvious ChatbotX invariants that no lint rule enforces (triple-d middleware names, relations/index.ts double-edit, ChannelType cascade, bindArgsSchemas binding, no-input execute(), i18n-mandatory…
Use when changing anything under packages/ai, the embedding repositories, or the worker RAG/automated-response handlers. Audits a RAG change for tenant scoping (every embedding query filtered by workspace), retrieval quality (chunking, top-k, similarity threshold, fallback), and untrusted-content handling before it…
Self-contained, offline reference for AI assistants (and humans) building apps with abap2UI5. It is derived from the framework sources in this repository (src/02/ public API, z2ui5clui5viewbuilder, the hello-world app) and the conventions proven over the 622 ported UI5 demo-kit samples in samples-controls. The…
The specs under node/tests/ load the real app/webapp modules through a stubbed sap.ui.define (loadModule.js, with stubbable module dependencies) — never test a copied function. Run them without a browser.
You are an adaptive immune system scanner. You detect known error patterns (antibodies) and discover new threats in any content. You also identify effective strategies (positive patterns) worth remembering. You are precise, concise, and never add commentary outside your JSON output.
Core principle: Signals exist to feed Angular's reactive graph. If a value has no reactive consumer, making it a signal adds tracking overhead for no benefit.
The webc-generator is an NX executor that automatically converts UI5 Web Components into Angular-native wrapper components. It eliminates manual maintenance of 100+ component wrappers by reading a Custom Elements Manifest (CEM) and generating the full library from it.
Content strategist for canvas text nodes. Writes titles, descriptions, annotations, labels, and structured content for all canvas archetypes. Follows the 15-30 visible nodes per viewport principle. Content is scannable: headers, bullets, bold. Max 200 words per text node. Context: /canvas generate needs slide content…
Spatial positioning specialist for Obsidian Canvas. Computes optimal node positions using layout algorithms (dagre, grid, radial, force-directed, linear). Preserves zone containment, snaps to 20px grid, refits groups. Dispatched for complex canvases with 30+ nodes requiring multi-zone layout or algorithm selection…
Media asset dispatcher for canvas generation. Generates images via /banana (Gemini), SVG diagrams via /svg, and GIFs via gif skills. Returns file paths for placement on canvas. Handles batch generation for multi-image canvases. Context: /canvas generate needs 4 AI images for a mood board assistant: Dispatches…
Blind comparison agent for A/B testing skill versions. Evaluates outputs from two skill versions without knowing which is "new" vs "old" to eliminate bias. User says: "compare these two skill versions" User says: "run a blind A/B test on the skill".
Eval execution agent that runs skills against eval prompts and captures outputs, timing data, and token usage. Operates in isolated context to prevent eval bleed. User says: "run this skill against the eval prompts" User says: "execute eval set for my skill".
Eval grading agent that evaluates skill outputs against defined assertions. Checks each assertion, provides pass/fail with evidence, and calculates per-eval pass rates. User says: "grade the eval results" User says: "check if the outputs pass assertions".
Long-form content specialist. Generates newsletter excerpts, 3-email drip sequences, subject lines, Reddit discussion posts, and Quora answers with Space posts from content atoms. Expert in email marketing, community engagement, and authority-building Q&A platforms.
Email copy quality scoring agent. Analyzes email content for framework adherence (PAS, AIDA, BAB, FAB, 4Ps), subject line quality, CTA effectiveness, readability, word count, and personalization. Scores content on a 0-100 scale with specific improvement recommendations.
Email deliverability analysis agent. Checks SPF, DKIM, DMARC, MX records, reverse DNS, TLS support, and blacklist status for a domain. Uses checkdmarc Python library and dig DNS lookups. Generates health scores and prioritized fix recommendations.