context-engineering-kit

Refine a draft task specification into a fully planned, implementation-ready task with acceptance criteria, architecture, per-step sub-task files and verifiable phases

Refine a draft task specification into a fully planned, implementation-ready task with acceptance criteria, architecture, per-step sub-task files and verifiable phases

Use this skill when you writing commands, hooks, skills for Agent, or prompts for sub agents or any other LLM interaction, including optimizing prompts, improving LLM outputs, or designing production prompt templates.

Use this skill when you writing commands, hooks, skills for Agent, or prompts for sub agents or any other LLM interaction, including optimizing prompts, improving LLM outputs, or designing production prompt templates.

Execute complete FPF cycle from hypothesis generation to decision

Execute complete FPF cycle from hypothesis generation to decision

Search the FPF knowledge base and display hypothesis details with assurance information

Search the FPF knowledge base and display hypothesis details with assurance information

Reflect on previus response and output, based on Self-refinement framework for iterative improvement with complexity triage and verification

Reset the FPF reasoning cycle to start fresh

Review your local uncommitted working-tree changes (git diff plus untracked files) and return actionable improvement suggestions. Use before committing, when nothing has been pushed yet.

Review an existing GitHub pull request and post inline review comments on its diff. Use when the changes are on an opened PR rather than your local working tree.

Use when errors occur deep in execution and you need to trace back to find the original trigger - systematically traces bugs backward through call stack, adding instrumentation when needed, to identify source of invalid data or incorrect behavior

Guide for setup arXiv paper search MCP server using Docker MCP

Guide for setup Codemap CLI for intelligent codebase visualization and navigation

Guide for setup Context7 MCP server to load documentation for specific technologies.

Guide for setup Serena MCP server for semantic code retrieval and editing capabilities

Display the current state of the FPF knowledge base

Use when executing implementation plans with independent tasks in the current session or facing 3+ independent issues that can be investigated without shared state or dependencies - dispatches fresh subagent for each task with code review between tasks, enabling fast iteration with quality gates

Use when implementing any feature or bugfix, before writing implementation code - write the test first, watch it fail, write minimal code to pass; ensures tests actually verify behavior by requiring failure first