proof-weighted-optimization
Optimize decisions using proof-weighted scoring.
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Optimize decisions using proof-weighted scoring.
Create new Quartz notes with proper YAML frontmatter. Use when: (1) User wants to create a new note in content/notes/ (2) User specifies a topic/title for a new note (3) User says "create a note about…
Apply RE11 Calibration Loops to repeatedly check predictions against outcomes to improve forecasting accuracy.
Generate a comprehensive resilience status report using all available MCP tools. Aggregates unified critical index, burnout Rt, early warnings, utilization, and defense levels into a single actionable…
DEPRECATED - Use browsing-bluesky skill instead. Sample and analyze Bluesky firehose to identify trending topics and content clusters. Use when user asks about "what's happening on Bluesky", "Bluesky …
Moves an object to one of two destination containers based on a numeric threshold check. Trigger after a measurement (e.g., temperature) is taken. Place object in 'green' box if value > threshold, or …
Moves a substance or object from one container to another (e.g., moving lead to a metal pot). Triggered when the agent needs to prepare materials for processing, such as transferring a substance into …
Analyzes room observations to identify objects matching a given target description (e.g., 'living thing'). Triggered after exploring a room when the agent needs to locate a specific type of item. Proc…
Execute approved proposals autonomously. Check for approved proposals and execute them based on their type.
Patterns for wrapping any agent with RAG context from Qdrant. Use to add persistent memory to imported or external agents.
Reasoning and planning framework. Defines task analysis, risk assessment, hypothesis forming. Applied automatically for complex requests.
Enhances vague queries for better retrieval with context-aware improvements. Use during adaptive retry when no relevant documents found, when queries are unclear, or when the user mentions query enhan…
Comprehensive MCP orchestration skill integrating PAL MCP (reasoning, consensus, debugging) and Rube MCP (500+ app automations). Central hub for all MCP-powered workflows.
Places an object into one of several designated containers based on a measured condition, such as a temperature threshold. It is triggered after a measurement or assessment when the task requires sort…
Moves a tested or examined object into a designated container (e.g., a specific colored box) based on a determined property. Trigger this skill after completing a test or inspection to fulfill a class…
This skill positions a container with a substance onto a heating device (stove, oven) and activates the device. It should be triggered when a task requires melting, boiling, or heating a substance. Th…
Laboratory automation toolkit for controlling liquid handlers, plate readers, pumps, heater shakers, incubators, centrifuges, and analytical equipment. Use this skill when automating laboratory workfl…
Design Ralph loops. Use when: You need to plan, architect, or structure a new autonomous loop. Not for: Running loops or executing tasks.
Execute recursive thought committee multi-perspective analysis.
Autonomous RLHF feedback capture - Claude self-captures mistakes and successes
Master scene construction - the building blocks of story. Openings that hook, middles that build, endings that propel. Turn every scene into a compelling unit of narrative.
Executes a 'focus' action on a specific object based on the outcome of a prior conditional evaluation. It should be triggered when task instructions specify focusing on different objects (e.g., differ…
This skill fills a container with liquid from a source by first placing the container at the source, then activating the source (e.g., turning on a sink), and finally deactivating it. It should be tri…
This skill searches for a specific target object across multiple rooms by systematically teleporting to likely locations and examining each room. It should be triggered when the agent needs to find an…