xiaohongshu
xiaohongshu
context-routing
Determines minimal context and routes tasks to the correct prompts, agents and tools.
Full skill instructions
The context-routing skill applies deterministic rules to decide which files, prompts, skills and tools are necessary to answer a user request. Use this skill to minimise context loading and avoid hallucinations.
Load the manifest. Parse ce.manifest.jsonc to build an index of available artifacts,
their tags, inputs, outputs and dependencies. Validate that the manifest is well-formed.
Analyse signals. Inspect the user’s request to detect intent, scope, risk and
actionability signals (e.g. planning, implementation, review, debug). Use the routing
rules documented in .github/ce/routing-rules.md to map signals to candidate targets.
Select authoritative documents. Always include the core project documents
(PRODUCT.md, ARCHITECTURE.md, CONTRIBUTING.md) when relevant to the detected scope.
Use tags and dependencies to decide which docs are required.
Pick the primary prompt or skill. Based on the intent signal, select one prompt or
skill whose tags match the intent (e.g. planning → create-plan.prompt.md). Avoid
loading multiple prompts for a single request.
Resolve dependencies. For each selected artifact, load its dependsOn files and
artifacts. Ensure no more than the maximum configured in the manifest defaults
(maxFilesToLoad) are included unless explicitly requested by the user.
Return the route plan. Produce a list of target files, skills, prompts and tools to be loaded, along with a brief justification for each selection. If the plan includes any action that modifies files or executes commands, ensure that a validation task is also included.
Support debugging. When invoked via the debug-routing prompt, explain why each
artefact was selected and suggest any metadata or tag updates that would improve future
routing.
This skill makes routing decisions transparent and reproducible, enabling precise control over the AI’s context window and improving answer quality.
xiaohongshu
technical spec
product ux expert
database patterns
Conduct multi-agent task orchestration and workflow coordination.
Initialize project with Conductor artifacts (product definition,
Expert in web animations, transitions, and motion design using Framer Motion and CSS
Creates Mermaid and ASCII diagrams for flowcharts, architecture, ERDs, state machines, mindmaps, and more. Use when user mentions diagram, flowchart, mermaid, ASCII diagram, text diagram, terminal diagram, visualize, C4, mindmap, architecture diagram, sequence diagram, ERD, or needs visual docume...
PostgreSQL bindings for H3 hexagonal grid system. Use when working with H3 cells in Postgres, including spatial indexing, geometry/geography integration, and raster analysis.
Context-Driven Development skill for projects using Conductor. Use this skill when you detect a `conductor/` directory in the project, when working on tasks defined in a `plan.md` file, or when the user asks about tracks, specs, or plans. Automatically applies TDD workflow, tracks task completion...
Display project status, active tracks, and next actions
Official Stakpak application containerization standard operating procedure, a step-by-step guidline to properly dockerize applications. This is a rule book curated by the Stakpak Team.
Generate, edit, and beat-sync AI video with leading models in one workspace.
The world's fastest calendar for remote work
Transform Your Design with AI Designer by ImgCreator.ai
Revolutionizing Video Production with AI-Powered Creativity
Extend an image past the frame and let AI fill the new aspect ratio.
Discover your celebrity doppelgänger with StarByFace!
ChainClarity explains 700+ crypto whitepapers in plain English, with layered summaries, comparisons, research tools, alerts, and a $4.99 Pro plan.
Opus.ai: Revolutionize Your Web Experience