Results for “zero”

Content sanitization and hidden-content detection for agent skill security. Scans markdown, HTML, and text for visually hidden but agent-readable attacks: CSS-hidden text (display:none, color:white, font-size:0, opacity:0), HTML comments with instructions, collapsible details sections, zero-width unicode, homoglyphs, misleading links, and inline HTML in markdown. Enforces mandatory sanitization before external content enters agent context. Load as part of the secure-* sequence during any repo scan or skill audit. Also load for sanitize content, check hidden text, scan markdown attacks, strip HTML, detect invisible instructions, check zero-width chars. Core principle: visibility does not equal influence — hidden content is more dangerous than visible content because agents process it but humans cannot see it.

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Normalizes and transforms RNA-seq count matrices for DE, visualization, clustering, and ML. Covers between-sample (TMM, TMMwsp, RLE/median-of-ratios, upper quartile), within-sample (TPM, FPKM/RPKM), variance-stabilizing (VST, rlog, log-CPM), GC-content correction (cqn, EDASeq), and single-cell (scran deconvolution, scanpy normalize_total). Encodes the composition-bias rationale, the "most genes not DE" assumption and its catastrophic failure modes (MYC amplification, apoptosis, viral host shutoff, prokaryotic stress), the "lengthScaledTPM is not TPM" naming trap, the "TPM is not for DE" rule, the blind=TRUE vs FALSE decision, ERCC spike-in normalization (SBN), and the single-cell zero-inflation breakdown of TMM/RLE. Use when choosing or applying normalization, debugging shifted-MA-plot diagnostics, handling zero-heavy single-cell data, or correcting GC bias.

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Safe database migration manager for zero-downtime DDL changes and rollback plans. Activate on: database migration, schema change, DDL, rollback plan, zero-downtime migration, Prisma migrate, Drizzle kit, Flyway, column rename, table alter. NOT for: query optimization (use database-optimizer), ORM modeling (use data-pipeline-engineer), backup/restore (use devops-automator).

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Audit whether an enforced-coordination MCP has actually shrunk its ~19 legacy etiquette verbs into the 5 enforced tools — work/act/ask/recall/status — each carrying one denial shape and one transcript event, migrated through a real retirement path (intake-metadata, alias, or doc-history — never a parallel runtime), with zero legacy-verb calls once a body reaches compliance mode C4+. Use when reviewing a broker-collapse migration plan, gating a body's move from advisory (C0-C3) to enforced (C4+) coordination, or verifying IT-018 Broker Collapse compliance. NOT for the inbound trigger→spawn boundary that decides whether an event may spawn an agent at all (use fleet-event-spawn-trust), the capability-token cryptographic mechanism behind a denial (use agentic-zero-trust-security), designing how a swarm of agents invokes and shards work (use swarm-invocation-designer), or auditing an individual PR's mergeability (use agent-pr-authoring).

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Semantic image-text matching with CLIP and alternatives. Use for image search, zero-shot classification, similarity matching. NOT for counting objects, fine-grained classification (celebrities, car models), spatial reasoning, or compositional queries. Activate on "CLIP", "embeddings", "image similarity", "semantic search", "zero-shot classification", "image-text matching".

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SSR-first Next.js App Router doctrine with zero layout shift. Use when creating a page or data-fetching UI, fixing CLS, layout shift, or hydration mismatches, placing 'use client', Suspense, or skeleton boundaries, awaiting params/searchParams/cookies, adding server-only guards or cache() dedup, or choosing Route Handlers vs Server Actions.

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Control a running TouchDesigner instance via twozero MCP — create operators, set parameters, wire connections, execute Python, build real-time visuals. 36 native tools.

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OpenAI's model connecting vision and language. Enables zero-shot image classification, image-text matching, and cross-modal retrieval. Trained on 400M image-text pairs. Use for image search, content moderation, or vision-language tasks without fine-tuning. Best for general-purpose image understanding.

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Configuring Zscaler Private Access (ZPA) to replace traditional VPN with zero trust network access by deploying App Connectors, defining application segments, configuring access policies based on user identity and device posture, and integrating with IdPs.

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Deploy a Software-Defined Perimeter using the CSA v2.0 specification with Single Packet Authorization, mutual TLS, and SDP controller/gateway configuration to enforce zero trust network access.

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Configure AWS Verified Access to provide VPN-less zero trust network access to internal applications using identity and device posture verification with Cedar policy language.

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Integrate Self (self.xyz) — a privacy-first identity protocol using zero-knowledge proofs to verify passports and ID cards. Use when the user mentions Self protocol, Self identity, self.xyz, passport verification, zero-knowledge identity verification, SelfAppBuilder, SelfBackendVerifier, SelfVerificationRoot, or wants to add privacy-preserving KYC, age verification, nationality checks, OFAC screening, or Sybil resistance using real-world identity documents. Covers frontend QR code integration, backend proof verification, and on-chain smart contract verification on Celo.

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Operate and extend NanoClaw, an interactive command environment with sessions stored in Markdown. Resume, branch, search, compact, and export sessions, or switch models and load skills through slash commands.

• Resuming a saved NanoClaw session
• Branching a session before risky changes
• Searching across sessions and compacting history

Use SAM to separate objects from images by marking points or drawing boxes, without training a model for each task. Covers automatic region generation, refining selections, preparing annotation data, and exporting models for deployment.

• Extract an object with a transparent background
• Build an interactive image annotation tool
• Generate region masks for vision model training

Adapt existing PyTorch training scripts to use multiple GPUs or machines with limited code changes. The skill guides configuration, launch commands, mixed precision, which uses lower-precision numbers, and DeepSpeed or FSDP settings for distributing training work and memory.

• Move a single-GPU training script to multiple GPUs
• Configure mixed precision training
• Set up DeepSpeed or FSDP to reduce memory use

Expose a local development server or webhook receiver, which accepts notifications from external services, through Pinggy using SSH. Get a public sharing URL and add access controls without installing a separate tunneling program.

• Share a running development server
• Receive webhook callbacks locally
• Connect a remote client to a local HTTP MCP server

Review complete email conversations to identify urgent replies, other actions, and items waiting on someone else. Draft replies using your past messages as a style guide, then verify approved sending or inbox changes.

• Prioritizing today's inbox
• Drafting replies to urgent messages
• Finding unanswered customer or vendor requests

Create a paper-like one-page document for a white paper or studio introduction. The skill combines a warm parchment background, ink-blue accents, and language-specific serif fonts in a single HTML file, supporting English, Japanese, and Simplified Chinese.

• Create a studio introduction page
• Present a white paper as a single web page
• Build a Japanese one-pager with key metrics

Build a floating contact widget as a single HTML file, with a welcome screen, social links, meeting booking link, and offline form. The message field provides an interface that can optionally connect to a backend.

• Adding a contact widget to a portfolio
• Grouping social links and meeting booking
• Showing a contact form while unavailable

Review interface designs with a senior designer's perspective. It scores each design dimension from zero to ten, explains what a top score requires, and flags generic AI-generated design patterns before UI changes are merged.

• Reviewing UI work before merging changes
• Comparing design scores across review dimensions
• Identifying generic AI-generated design patterns

Capture an entire web page as a full-page screenshot using Chrome DevTools Protocol, Chrome's developer control interface. The workflow needs no additional dependencies and provides page images for portfolios, case studies, and audit reports.

• Capturing website images for a portfolio
• Preparing full-page images for case studies
• Recording page appearances for an audit report

Build a design system, a shared set of design rules, from scratch and create realistic product mockups. Use it for kickoff workshops or new brand development, with room to explore bolder creative choices.

• Developing a new brand from scratch
• Running a design kickoff workshop
• Building a design system from the ground up

Gather web pages, social discussions, job listings, video subtitles, and other online material across 16 platforms. The skill checks available connections and guides the agent to suitable command-line tools or APIs for retrieving content.

• Collecting discussions about a topic across social platforms
• Retrieving articles and RSS content
• Finding job listings on LinkedIn and Boss直聘

Start using RuView by choosing a Docker demo, a source build, or a live ESP32 setup. The skill guides the next concrete step, distinguishing sample data playback from sensing an actual room with WiFi signals.

• Trying the dashboard without sensing hardware
• Building and testing RuView from source
• Starting a live ESP32 room-sensing setup