Graphflow AI Agent Skill: Token-First Code Engine for Developers
Graphflow AI Agent Skill: Token-First Code Engine for Developers
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Graphflow AI Agent Skill: Token-First Code Engine for Developers
Graphflow AI Agent Skill: Token-First Code Engine for Developers
The Graphflow AI Agent Skill provides a token-first surgical code engine designed for developers working with a range of programming languages including TypeScript/JavaScript, Python, Go, Rust, C/C++, and C#. This skill leverages multiple advanced features such as true Abstract Syntax Trees (AST) and self-written semantic indexing to streamline and enhance code interaction and modification processes.
What this skill does
- Utilizes a true AST for robust language support via `@babel/parser` for TS/JS and optional tree-sitter grammars for other supported languages, ensuring comprehensive parsing and analysis.
- Features a self-developed L0 semantic index that prioritizes confidence in resolution tasks, enhancing blast-radius guards and caller snippet generation.
- Enables safe renaming of ambiguous variables and processes type-aware graph calls, accommodating alias-resolved imports.
- Provides precision-capped BM25 document-to-code links and routes affected tests with `extends` awareness.
- Offers a six-language parity testing framework (51 tests) with bilingual English/Chinese recall of 1.000, ensuring multilingual coverage and testing accuracy.
- Performs offline task reflection and auto-harvesting to streamline development workflows.
- Includes dehydrated test logs and bilingual code search capabilities in both 中文 and pinyin.
- Supports git co-change habit macros for improved version control management.
Who it is for
This skill is ideal for developers and development teams utilizing AI coding agents like Claude Code, Cursor, and Codex, who need to perform precise code edits and analyses across multiple programming languages efficiently.
Use cases
- Developers requiring precise renaming of code elements in large codebases without fear of ambiguity.
- Teams seeking to streamline their continuous integration and testing pipelines through test influence detection.
- Organizations managing multilingual code repositories who benefit from accurate bilingual search and documentation linking.
Technical details
- Operates on a token-first approach for maximum control over code segments and modifications.
- Integrates seamlessly with tools that support Claude Code, Cursor, and Codex, enhancing AI-based code manipulation.
- Employs advanced language processing features such as cross-file type closure, blast radius target resolution, and six-language parity.
Source & Licence
This package is built on open-source work published by Roarpeng (Roarpeng/GraphFlow) and distributed under Apache-2.0. The original licence text and copyright notice are included in your download.
Personal and commercial use, modification and redistribution are permitted under the Apache License 2.0, which also includes an express patent grant. Attribution and any NOTICE file must be retained.
Your purchase covers curation, licence verification, packaging, documentation and instant delivery. It does not grant exclusive rights to the underlying open-source code, which remains available under its original licence.
Delivery & Support
- Delivery: instant — a secure download link is emailed to you as soon as payment is confirmed.
- Format: ZIP archive containing the skill files, documentation and the original licence.
- Support: support@mcpcart.com — we aim to reply within 2 business days.
- Updates: updates are included only where stated on this page.
Refunds
This is a digital product delivered immediately after purchase. By completing your order you request immediate delivery and acknowledge that, once the download has been accessed, the statutory right to cancel no longer applies to the extent permitted by law. Refund requests are handled in accordance with our published Refund Policy.
Claude, Codex, Gemini and Cursor are trademarks of their respective owners. MCP Cart is an independent marketplace and is not affiliated with, endorsed by, or sponsored by any of them. Compatibility references describe interoperability only.
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