Tag: agentic-workflow
Three-Layer Memory Retrieval Skill
Implements a hierarchical three-layer workflow for token-efficient retrieval of historical project context, decisions, and error logs. It enables progressive querying from lightweight search indices to temporal timelines and detailed conten…
Persistent memory and context management for agents
This comprehensive system provides persistent, structured memory management for agents, enabling the logging of rules, decisions, and mistakes. It includes robust session mining capabilities to analyze historical conversations and predict n…
Synchronising delta specs to main specs
An agentic skill for intelligently merging delta specification changes into main specification files. It enables adding, modifying, removing, and renaming requirements while preserving existing content.
Bulk Archive and Sync OpenSpec Changes
This skill enables batch archiving of multiple OpenSpec changes while intelligently resolving specification conflicts by verifying codebase implementation. It automates the validation of artifacts, tasks, and delta specs to ensure a consist…
Structured Specification and Implementation Workflow
A structured workflow for managing complex, multi-module development tasks through formal requirements, architectural design, and actionable task planning.
Automated GitHub Release Notes Generator
This skill automates the generation of publication-ready GitHub release notes by analysing merged pull requests and cross-referencing linked issues. It employs specialised agents to assess breaking changes and provide migration guidance for…
Automated GitHub User Story Implementation
An agentic workflow that automates the end-to-end implementation of GitHub user stories, from initial context gathering and codebase research to PR creation and CI monitoring.
OpenSpec Explore: Agentic Problem Exploration Mode
An agentic skill for deep problem exploration and requirement clarification that focuses on thinking rather than implementation. It enables developers to investigate codebases, compare architectural options, and formalise decisions using Op…
Automated Change Proposal Generation
Automates the creation of comprehensive change proposals by scaffolding directories and sequentially generating design documents, specifications, and implementation tasks.
Implementing tasks from OpenSpec changes
This skill automates the implementation of tasks defined within an OpenSpec change by parsing instructions and updating task progress. It manages context files, executes code changes, and handles workflow transitions based on the current im…
Human Pages: AI-to-Human Task Discovery
An AI-to-human discovery layer for finding and hiring real-world service providers for tasks such as photography, research, or delivery. It enables agents to search for professionals, manage job offers, and process payments via crypto or fi…
Agentic Plan and Implementation Review Protocol
Automates the validation of project plans and implementations by detecting review context and orchestrating specialist sub-agents. It performs requirements traceability, identifies plan deviations, and verifies changes through git diffs and…
Core Instruction Layer Review Protocol
Audits CLAUDE.md, rule files, and settings hooks for size, staleness, and cross-reference integrity. It identifies redundancies and alignment issues, automatically generating board tasks for any discovered discrepancies.
Autonomous Full-Cycle Task Orchestrator
Automates the complete RIPER cycle by orchestrating research, planning, execution, and review phases autonomously. It includes built-in safety guards for managing scope escalation, line change limits, and critical review failures.
Persistent Marketing Insight Learning Skill
This skill extracts and stores marketing diagnostic insights into a persistent knowledge base for use in future automated workflows. It structures learned expertise into a standardised format to improve agentic analysis across various diagn…
Credit Note Bug Fixer
An agentic skill for identifying and resolving formatting errors in shell-based credit note logic by applying patches and executing targeted test commands.
Story Driven Development Workflow
A git-based workflow for synchronising product and system documentation with implementation code. It manages bugs and change requests through a structured loop of detection, implementation, and state commitment.
Remote Sync and Enrichment for SDD
This skill enables synchronising local Story Driven Development documentation with a remote server, allowing for the enrichment of drafts and project-level updates. It manages workflows for pulling change requests, updating feature specs, a…
Automated Task Specification Generation
Automates the creation of technical specification documents by retrieving task details and analysing the codebase to define requirements, implementation strategies, and acceptance criteria.
Automate Task Implementation from Backlog
Automates the end-to-end process of selecting, implementing, and completing tasks from a backlog. It handles task retrieval, specification reading, implementation using codebase tools, and final verification.
Wren Engine CLI - Agent Workflow Guide
This skill provides a workflow guide for AI agents using the Wren Engine CLI to query databases. It covers version checking, environment verification, SQL writing and execution, error recovery, and memory management, enabling agents to answ…
Comprehensive Agent Instructions Skill
This skill provides detailed instructions and context for agents, guiding them through specific tasks and ensuring effective operation. It includes usage steps and supplementary notes for optimal agent performance.