pencil-mcp-find-empty-space-on-canvas
Smartly find empty canvas space. Use to automatically plan artboard placement to avoid overlap and keep the canvas organized.
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Updated 11-07 00:13
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Smartly find empty canvas space. Use to automatically plan artboard placement to avoid overlap and keep the canvas organized.
Get current design environment context. Use when you need to understand what is currently selected, canvas position, and environment state before any task.
Get design system guidelines. Use to read and understand specifications e.g. Material Design iOS HIG or custom specs before designing.
Capture a visual screenshot of a specific node in a Pencil .pen file via the get_screenshot MCP tool. Use when the user explicitly mentions Pencil and needs to…
Retrieve detailed style guide metadata (color palettes, typography rules, visual specs) by tags or ID from Pencil via the get_style_guide MCP tool. Use when…
Read design token variables (colors, fonts, spacing) from a Pencil .pen file via the get_variables MCP tool. Use when the user explicitly mentions Pencil and…
Batch replace matching style properties (colors, fonts, sizes) across nodes in a Pencil .pen file via the replace_all_matching_properties MCP tool. Use when…
Set or update design variables. Use to establish or maintain a Design Token system.
Capture a structural snapshot of the node tree in a Pencil .pen file via the snapshot_layout MCP tool, optionally filtering to only show layout problems. Use…
Retrieve detailed metadata of a specific Stitch project including design theme, fonts, device type, and screen instances. Use when you need project context…
List all Stitch projects accessible to the user, returning project names, titles, update times, and thumbnails. Use when the user wants to resume work on an…
A factory skill for creating new Stitch Scenario Skills. It enforces the "Design First, Execute Last" SOP and standard Stitch architectural patterns. Use this…
UED guidelines, visual vocabulary, and prompt structure for Stitch. Use when the user asks about layout/style terms, device constraints, or when…
Ingest a Claude Code, Codex, or T3 Code conversation by thread or session ID and continue it in the current chat. Use when the user asks to move, load, absorb,…
Move issues and external PRs through a state machine of triage roles, categorise, verify, grill if needed, and write agent-ready briefs.
Designs multi-step agent workflows with tool usage, retry logic, state management, and budget controls. Provides orchestration diagrams, tool execution order,…
Orchestrates multi-agent AI systems with task delegation, agent communication, shared memory, and workflow coordination. Use when users request "multi-agent…
Reduces LLM costs and improves response times through caching, model selection, batching, and prompt optimization. Provides cost breakdowns, latency hotspots,…
Defines ROI-based coverage targets with critical path identification, layer-specific targets, and explicit "don't test this" guidelines. Use for "test…
Builds repeatable evaluation systems with golden datasets, scoring rubrics, pass/fail thresholds, and regression reports. Use for "LLM evaluation", "testing AI…
Implements content safety filters with PII redaction, policy constraints, prompt injection detection, and safe refusal templates. Use when adding "content…
Builds LLM applications with LangChain including chains, agents, memory, tools, and RAG pipelines. Use when users request "LangChain setup", "LLM chain", "AI…
Diagnoses LLM output failures including hallucinations, constraint violations, format errors, and reasoning issues. Provides root cause classification, prompt…
Creates reusable prompt templates with strict output contracts, style rules, few-shot examples, and do/don't guidelines. Provides system/user prompt files,…