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Autonomous Digital Library Curator and Importer
This agent autonomously researches, evaluates, and imports historical texts from diverse digital archives, including the Internet Archive and Gallica. It generates a single batch JavaScript script to efficiently process imports, deduplicate…
Comprehensive Book and Manuscript Biography Generator
This agent performs deep bibliographic research, constructing detailed book biographies by analysing physical attributes, production context, and ownership provenance. It maps textual transmission using stemma diagrams and integrates data f…
Batch Book Translation and OCR Pipeline
An automated pipeline for processing historical book scans through image-cropping, Gemini-powered OCR, and context-aware translation. It supports both real-time Lambda workers and cost-effective Gemini Batch API integration.
image-to-retail-asset-pipeline-studio
This comprehensive tool executes a 10-stage creative pipeline, transforming a single image into a complete set of print-ready assets. It handles everything from background removal and colour palette extraction to CMYK conversion, SVG vector…
Load Project Memories at Session Start
Retrieves persistent project memories, pending tasks, and active reminders from CogmemAi to ensure continuity across sessions. It is designed to be executed at the start of a session or following context compaction to maintain full project …
Structured Scientific Literature Search and Appraisal
This tool enables developers to search scientific literature and retrieve highly structured experimental data, including methods, limitations, and conflict of interest details. It facilitates evidence-grounded AI workflows by providing qual…
Recall Past Fixes Before Debugging Code
This skill allows developers to query a memory store for previously encountered bugs, error messages, or unexpected behaviors. By recalling past solutions, it significantly accelerates the debugging process and prevents redundant investigat…
Capture and Save Bugfix Memories
Automate the capture of bug symptoms, root causes, and resolutions into a searchable memory database. This skill builds a persistent, team-wide knowledge base to eliminate redundant debugging efforts.
Persist conversation state into long-term memory
This skill persists the current conversation state into a dedicated memory store, ensuring critical facts, decisions, and architectural choices survive context compaction, session boundaries, or model handoffs. It provides structured method…
Persists user facts and preferences across sessions
Captures explicit user statements, preferences, and project decisions immediately upon trigger. It structures this information using defined types, scopes, and importance levels for persistent retrieval in future sessions.
Persistent Context and Memory Management Skill
This skill provides structured, persistent memory management, allowing AI assistants to retain project context, architectural decisions, and user preferences across multiple sessions. It facilitates knowledge capture via structured saving a…
Deliberative multi-agent code review system
This skill orchestrates a multi-perspective code review by delegating tasks to specialist subagents. It uses gemot to aggregate findings, identify points of disagreement (cruxes), and propose compromises for resolution.
Automated safe code refactoring and restructuring
This tool facilitates complex, multi-file code refactoring by mapping dependencies and predicting impact across a codebase. It provides structured workflows for renaming symbols, extracting modules, or splitting services while ensuring code…
Code impact analysis and dependency tracking tool
This tool assesses the blast radius and potential breakage caused by proposed code modifications. It analyzes symbol dependencies and affected execution flows to provide a comprehensive risk assessment before committing changes.
GitNexus: Code Intelligence and Graph Reference
This skill provides a comprehensive reference for the GitNexus platform, enabling advanced code understanding, impact analysis, and querying of the underlying knowledge graph. It guides users through various tools for debugging, refactoring…
Explore codebases and trace execution flows
This skill enables developers to deeply explore unfamiliar codebases by tracing execution flows, understanding architectural components, and mapping symbol dependencies. It provides structured access to process traces and component relation…
Evidence-backed web research and citation engine
This skill provides verifiable, cited answers by integrating web search results with LLM synthesis. It calculates confidence scores and identifies contradictions, ensuring answers are rigorously grounded in real sources rather than hallucin…
Codebase Debugging and Execution Flow Tracing
This tool facilitates deep code introspection by querying execution flows, identifying function dependencies, and tracing complex call chains across a codebase. It allows developers to pinpoint the root cause of bugs, errors, or unexpected …
Load project coding playbook context
Retrieves relevant coding conventions, architectural patterns, and best practices from the project's dedicated playbook section. This is ideal for developers needing to reference established guidelines before writing or reviewing code.
AIDE Pipeline Orchestrator
An orchestrator for the AIDE pipeline that manages the end-to-end workflow from specification to QA by delegating tasks to specialised subagents. It enforces methodology alignment through a mandatory boot sequence that synchronises project …
Interface to external, shared knowledge store
This skill provides an interface to the 'Brain,' an external, authoritative knowledge store designed for team-shared context. It allows agents to discover and retrieve durable information, such as domain research, project history, and conve…
Manage stateful interactive terminal sessions
Provides agents with a comprehensive set of tools to manage stateful PTY sessions, supporting local shells, SSH connections, and serial port interactions. It allows for persistent remote sessions, secure password handling, and granular cont…
Parallel Codebase Audit Orchestrator
Orchestrates parallel agent execution to perform codebase evaluations, health checks, and documentation audits. It organises the end-to-end scoping process and generates structured audit plans for pipeline integration.
Comprehensive Codebase Technical Debt Auditor
This skill coordinates a comprehensive technical debt audit by scoping the codebase across four vectors: architectural, structural, operational, and hygiene. It executes a dedicated agent to generate a detailed, prioritized audit document s…