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Add fcontext Context Continuity skill

@lijmachecks…add-fcontext-context-continuity → master2 files · +230 −0updated 3mo ago

▸Description

What problem it solves

AI coding agents forget everything between sessions, lose context when switching tools, and can't share knowledge across teams. Every new conversation starts from zero — repeated explanations, inconsistent output, wasted tokens. https://lijma.github.io/agent-skill-fcontext/

Who uses this workflow

Individual developers switching between Copilot, Claude Code, Cursor, and other AI agents
Teams needing to share domain knowledge and onboard new members' AI agents
Projects with binary documents (PDF/DOCX/XLSX) that AI agents can't read natively
Requirements-driven development workflows

How it works

fcontext is an open-source CLI tool (pip install fcontext) that maintains a .fcontext/ directory with structured context data. It:

Persists session knowledge across conversations (_topics/)
Indexes binary documents to Markdown (_cache/)
Tracks requirements with evolution history (_requirements/)
Exports/imports domain knowledge as experience packs (_experiences/)
Generates agent-native instructions for 6 agents (Copilot, Claude, Cursor, Trae, OpenCode, OpenClaw)

All data is local, offline, no API keys needed.

Category: Development & Code Tools
Repository: https://github.com/lijma/agent-skill-fcontext
PyPI: https://pypi.org/project/fcontext/

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