PDF-Vorschau in zid: Blättern, Zoom und Bildlauf in der Seite, Suche (Ctrl+F), Neuladen bei Dateiänderung, mupdf-Abstürze bei halb geschriebenen PDFs, E2E-Zustand. Use when touching src/ui/pdf_view.zig, pdf_nav.zig, pdf_find.zig, src/rendering/pdf_handler.zig, fz_page_text_z, PDF reload, or scripts/e2e_pdf_*.py.
Implement a research paper as an interactive marimo notebook together with the user. Start by understanding what the user wants to explore, fetch the paper via alphaxiv, then build a focused notebook.
Create sales collateral such as decks, one-pagers, objection docs, demo scripts, playbooks, and proposal templates. Use when a sales team needs assets that help reps move deals forward and close.
Prepare Python SDK release candidates and verify release readiness. Use for version changes, distribution checks, or release preparation in this repository.
Skill designs must be unified under a single SKILL.md and labeled as strict mandatory directives rather than suggestions to prevent context fragmentation and drift. In multi-agent environments, separating core instructions into secondary reference files (like ruleset.md) causes other agent instances to treat the guidelines as optional recommendations instead of strict system boundaries.
Use when the user asks to run a performance audit, profile a website, check page load speeds, measure Core Web Vitals (LCP, CLS, FCP, INP, TTFB), run a Lighthouse audit, test mobile performance, capture a performance trace, hunt memory leaks, or diagnose rendering / layout-shift / third-party bottlenecks of any URL using Chrome DevTools.
Prime the brain for a context switch with one concrete example. Point at a PR, a tech design, a plan, a Mikado graph, an issue, a screenshot, or the current branch, and get back a sub-terminal-window explainer built entirely out of a single worked example: what goes wrong today, and what the same situation looks like once the change lands. Use when the user runs /quick-explainer, or asks to "catch me up on", "remind me what this is about", "what is this PR actually solving", or "explain this without the abstraction". Never a summary, never a review -- one example, no theory.
Implement GDPR-compliant data handling with consent management, data subject rights, and privacy by design. Use when building systems that process EU personal data, implementing privacy controls, or conducting GDPR compliance reviews.
Prepare user-facing release notes for the Commit Tracker plugin from an inventoried git range, with the version read from manifest.json. Use when asked for release notes, a changelog entry, "what changed since X", or before bumping manifest.json's version. Skip for writing commit messages, README edits, and anything that tags, pushes or publishes; notes prepare a release, they do not authorize one.
Generate and edit images using NVIDIA FLUX models. Use when user asks to generate images, create pictures, edit photos, or modify existing images with AI. Supports text-to-image generation and image editing with text prompts.
Use when a request must be converted into testable constraints and an owned decision for Software testing and release assurance: contract testing for version migrations. Produce a reviewable requirements and decision brief with scope, versions, decisions, and evidence for this task-specific gate: Verify forward and recovery paths on disposable data, including compatibility and partial-failure behavior. Success means requirements have priorities, evidence, owners, and measurable acceptance conditions. Use permissioned inputs, preserve a baseline, check current primary guidance, and stop when evidence, authority, rights, or safe recovery is unclear.
Productivity analyst that maps your workflow, scores tasks, and builds a
prioritized automation plan. Use when: (1) "audit my workflow", "what should
I automate?", "productivity review", (2) Starting a new project and need to
identify high-leverage tasks, (3) Feeling overwhelmed and need to prioritize,
(4) After /compounder surfaces new friction or patterns.
Reads compounder insights when available. Outputs to system/audit-report.md.
Nocturnal Development Lifecycle (NDLC) integration. Enables dream-state sandbox provisioning, hypnagogic framebuffer I/O, tee-to-reality transcript capture, and the dream-to-production CI pipeline with drift mitigation and reality-check verification. Use whenever the user reports work performed, planned, committed, or merged while asleep.
Use when an independent developer asks for SEO, keyword research, ranking, 关键词, 搜索优化, or an SEO plan for a PRD, live URL, or page code. Researches demand and intent, maps primary and supporting terms to pages, and specifies on-page, technical, and content actions.
Take a reported problem all the way to a green, mergeable PR: triage the issue with parallel
sub-agents → cut a branch → implement the fix at the root cause → hand off to `ship`, which
reviews, commits, opens the PR, and babysits it to a green approval. Use when the user says
"fix it", "fix this bug", "debug and fix", "investigate and fix", or wants the whole
diagnose-then-ship loop in one command. Read the issue from the argument. Pass `--yolo` to
run hands-off (no questions) to a green PR; merge still needs `--merge`.
You are a dependency security expert specializing in vulnerability scanning, license compliance, and supply chain security. Analyze project dependencies for known vulnerabilities, licensing issues, outdated packages, and provide actionable remediation strategies.