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TradeMemory: AI Trading Memory and Strategy Evolution
An MCP-compatible protocol providing persistent trading memory with outcome-weighted recall and an LLM-powered strategy evolution engine. It enables agents to record trades, analyse behavioural patterns, and autonomously discover trading st…
Structured Content Summarisation Skill
Provides structured summarisation for diverse content types, including technical specifications, research papers, and code changelogs. It employs specific templates to maintain technical precision and preserve critical quantitative data.
Statistical Data Analysis and Visualisation
Perform end-to-end data profiling, cleaning, and statistical analysis on CSV, Excel, or JSON datasets. This skill enables automated outlier detection, distribution analysis, and the execution of various statistical tests to uncover patterns…
Structured Multi-Dimensional Code Review
Performs structured, multi-dimensional code reviews focusing on correctness, security, performance, and maintainability. It provides actionable feedback, including critical issues, warnings, and suggestions for code improvements.
Research Analysis and Implementation Planning
Extracts actionable implementation details from research sources like PDFs, notebooks, or text files and records structured findings into an experiment log. It identifies method summaries, requirements, and compatibility analysis to facilit…
Machine-readable experiment progress tracking skill
This skill maintains a machine-readable JSON file to track the real-time status, phases, and activities of an ongoing experiment. It allows external dashboards and CLIs to monitor progress, failures, and current operations through a standar…
Research Method Implementation Skill
Automates the generation of Jupyter notebooks for implementing new research methods, ensuring parity with baseline experiments through consistent data loading and metric computation. It manages dependency updates and logs implementation det…
Experiment Management and Setup Skill
Automates the initialization and bookkeeping of research experiments by setting up directory structures, materialising research sources, and managing JSON-based experiment logs.
Automated Experiment Comparison and Reporting
Automates the comparison of baseline and new implementation results by calculating performance metrics and generating structured JSON reports. It handles the systematic updating of experiment logs, summaries, and comparison datasets.
Experiment Benchmarking and Metric Extraction
Defines comparison metrics and extracts baseline values from notebook outputs to update experiment logs for downstream evaluation.
Analyze Current Baseline Implementation
Extracts model architectures, preprocessing steps, and hyperparameters from existing Jupyter notebooks to create a structured experiment log. It also identifies dependencies and generates a requirements file from the notebook's import state…
Extracting Actionable Research Insights
This skill parses research materials such as PDFs, notebooks, or text ideas to extract method summaries, implementation requirements, and compatibility analysis. It records findings as structured JSON entries within an experiment log to fac…
Machine-readable experiment progress tracker
Maintains a machine-readable JSON file to track the real-time status, phases, and activity of autonomous experiments. It ensures consistent state reporting for dashboards and external monitoring tools.
Automated Experiment Comparison and Reporting
Automates the comparison of baseline and new implementation metrics to generate structured performance reports and update experiment logs.
Automated Experiment Benchmarking Skill
Defines comparison metrics and extracts baseline values from notebook outputs to record them in a structured JSON log for downstream evaluation.
Analyse Current Experiment Baseline
Analyses existing Jupyter notebooks to extract model architectures, preprocessing steps, and hyperparameters, recording the findings in a structured experiment log.
clarifyprompt-mcp pre-ship audit overrides
Provides repository-specific audit overrides for the ship-check process, enforcing version consistency, secret detection, and schema validation for knowledge packs. It extends a parent skill with custom rules for package manifests, YAML-bas…
InfluxDB MCP Server Testing Suite
This skill provides instructions for running, debugging, and extending the two-layer test suite for the InfluxDB MCP server, including protocol and integration tests. It assists in analysing test failures, managing tool counts, and configur…
Build and Run InfluxDB MCP Server
A workflow for building, configuring, and running the InfluxDB MCP server against InfluxDB 3 Core or Enterprise instances. It covers environment setup, Docker deployment, and testing via the MCP Inspector.
BOSS Zhipin Recruitment Automation Tool
A command-line interface for automating recruitment tasks on BOSS Zhipin, featuring job searching, candidate management, and AI-driven resume optimisation. It provides structured JSON outputs and MCP support for agentic workflows.
Citedy AI UGC Video Producer
An MCP-first orchestrator for generating branded AI-powered UGC shorts, featuring stateful brand and avatar memory. It automates the pipeline from script generation and avatar rendering to optional publishing on Instagram Reels and YouTube …
Citedy Trend and Intent Scout
An agentic skill for monitoring real-time social signals from X/Twitter and Reddit to identify trending topics and audience intent. It enables automated competitor analysis and content gap discovery by analysing social trends alongside SEO …
AI SEO and Content Marketing Agent
An automated toolkit for SEO content generation, social media adaptation, and trend research across X and Reddit. It enables programmatic article creation, competitor analysis, and Google Search Console integration for end-to-end marketing …
AI-Powered Lead Magnet Generator
Automate the generation of niche-specific lead magnets, including checklists, swipe files, and frameworks, as downloadable PDFs. The skill interfaces with the Citedy API to create, poll, and publish assets designed for email list growth.