Skills
Expert guide for analytics tracking and measurement
This skill provides expert guidance on implementing robust analytics tracking, covering everything from defining key business metrics and establishing naming conventions to technical setup using GA4 and Google Tag Manager. It ensures data q…
Optimize Content for AI Search Engines and LLMs
This skill guides content optimization to ensure discoverability and citation by modern AI search engines, including Google AI Overviews and LLMs. It focuses on structural improvements, authority building, and technical compliance to maximi…
Monitor Developer Tool Pricing Changes
Track recent pricing updates, free tier removals, and vendor risk assessments for developer tools using the AgentDeals MCP server.
Validate a specific module within a forge plan
This skill validates a specified module against the active forge plan by executing defined verification commands and retrieving iteration state. It reports detailed results, including pass/fail status, score, and a recommendation for next s…
Report current forge project status
Retrieves a comprehensive overview of the current forge project, detailing the active plan, module dependency graph, iteration history, and saved project learnings. It formats this information into a structured report for immediate develope…
Pattern-based memory synthesis skill
Synthesises recurring patterns, user preferences, and decision histories from stored memories into a structured digest. It avoids raw memory dumps by providing insights into identity, open threads, and current emotional states.
Structured session handoff and context consolidation
Captures the essence of a completed work session by generating a structured memory containing concrete outcomes, unresolved blockers, and the next actionable step. This ensures continuity and prevents context loss for subsequent interaction…
Automated Pre-Response Memory Recall
An automated reflex that queries episodic memory via search before generating responses to prompts involving past context. It prevents hallucination by retrieving summaries of previous sessions when specific linguistic triggers are detected…
Salience-based memory filtering for agents
This skill acts as a gate before memory encoding, assessing whether a piece of information meets a high salience threshold. It prevents signal dilution by discarding transient data, such as file reads or internal reasoning, ensuring only cr…
Codifying Habits into Cognitive Reflexes
This skill observes recurring user patterns and procedural knowledge, codifying them into a permanent, auto-firing skill file. It functions as a meta-instinct, allowing the system to autonomously generate and install customized capabilities…
Suppresses redundant praise and status updates
This skill acts as a suppression gate, preventing the agent from emitting redundant affirmations, praise, or status reports. It ensures that only novel or critical information is conveyed, thereby maintaining informational value and prevent…
Context Recovery Cognitive Reflex
This skill automates the re-establishment of agentic state at the start of a session or following context compaction. It utilises a sequence of timeline, search, and emotional baseline queries to ensure seamless continuity.
Emotional tone detection and response calibration
This skill analyzes user input using the PAD model to detect emotional valence, such as frustration or exhaustion. It then adjusts the agent's response tone and structure—for example, being decisive or empathetic—to maintain conversational …
Structured encoding of architectural decisions and reasoning
This skill facilitates the immediate capture of high-salience decisions, ensuring that the chosen approach, the underlying rationale, and rejected alternatives are explicitly documented. It prevents context death by creating a durable recor…
Migrate Metabase Metrics to Semantic Layer
This skill guides the process of analysing an existing Metabase instance and building a comprehensive semantic layer. It facilitates the extraction of core metrics, dimensions, and relationships to model data within a structured semantic la…
Semantic Layer Setup and Deployment Guide
This skill guides the user through the end-to-end process of building and deploying a semantic layer using the Bonnard CLI. It systematically covers data source connection, cube definition, view design, validation, and final deployment.
Semantic Layer Design Guide for AI Agents
Provides architectural principles for designing audience-centric semantic layers, ensuring that data views and measures are optimized for natural language querying by AI agents. It guides developers on moving beyond schema-mirroring to buil…
Build and Deploy Markdown Dashboards
Provides a workflow for creating, previewing, and deploying markdown-based dashboards using the Bonnard CLI. It enables developers to build interactive data visualisations with integrated query blocks and chart components.
Interactive unified neural graph visualization
Launches a browser-based, interactive force-directed graph combining methodology profiles, memories, and knowledge graph connections. This visualization provides a comprehensive, color-coded overview of the entire cognitive memory system.
Global Cross-Project Knowledge Storage
Enables the storage of persistent knowledge, such as architecture rules and infrastructure facts, that remains visible across all projects. It bypasses domain filtering to ensure universal accessibility for coding conventions and security p…
Persistent memory for knowledge and context storage
This skill allows the agent to persist critical context, such as architectural decisions, bug fixes, or discovered patterns, into a structured memory system. It employs a predictive coding gate to automatically filter noise, ensuring only g…
Cognitive Profiling and Methodology Management
Analyses session history to build and manage a cognitive profile encompassing work patterns, blind spots, and cross-domain connections. It enables the calibration of agent responses by tracking behavioural features and cognitive styles acro…
Advanced Context Retrieval from Persistent Memory
This skill provides advanced context retrieval from persistent memory using a 6-signal WRRF engine. It supports multi-modal queries (semantic, temporal, causal) and graph traversal for tracing historical decisions and patterns.
Retrieve shared, cross-project global knowledge
This skill facilitates the retrieval of global memories—knowledge such as coding standards, policies, and infrastructure facts—that apply universally across multiple projects. It allows developers to query shared context explicitly, ensurin…