abcoder

Name: abcoder
Author: cloudwego

bycloudwego· 1 MCP server

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How to install abcoder?

cloudwego/abcoder

$git clone https://github.com/cloudwego/abcoder

Installs into the current project.

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Install & use

Install abcoder by running `git clone https://github.com/cloudwego/abcoder`, then use it for the current task and follow its documentation at https://github.com/cloudwego/abcoder.

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README.md

1	# ABCoder: AI-Based Coder(AKA: A Brand-new Coder)
2
3	![ABCoder](images/ABCoder.png)
4
5	# Overview
6	ABCoder, an AI-oriented Code-processing Framework, is designed to enhance and extend the coding context for Large-Language-Model (LLM), finally boosting the development of AI-assisted-programming applications.
7
8
9	## Features
10
11	- Universal Abstract-Syntax-Tree (UniAST), a language-independent, AI-friendly specification of code information, providing a boundless, flexible and structural coding context for both AI and humans.
12
13	- General Parser, parses arbitrary-language codes to UniAST.
14
15	- General Writer transforms UniAST back to code.
16
17	- Code-Retrieval-Augmented-Generation (Code-RAG), provides a set of MCP tools to help the LLM understand code repositories precisely and locally. And it can support both in-workspace and out-of-workspace third-party libraries simultaneously -- I guess you are thinking about [DeepWiki](https://deepwiki.org) and [context7](https://github.com/upstash/context7), but ABCoder is more reliable and confidential -- no need to wait for their services to be done, and no worry about your codes will be uploaded!
18
19	Based on these features, developers can easily implement or enhance their AI-assisted programming applications, such as reviewing, optimizing, translating, etc.
20
21
22	## Universal Abstract-Syntax-Tree Specification
23
24	see [UniAST Specification](docs/uniast-zh.md)
25
26
27	# Quick Start
28
29	## Claude Code Integration
30
31	ABCoder provides deep integration with [Claude Code](https://claude.ai/code) through the AST-Driven Coding workflow, enabling hallucination-free code analysis and precise execution. Check [Claude Code Specification](docs/claude-code-spec.md) for more details.
32
33	### Setup
34
35	Use the `init-spec` command to automatically configure Claude Code integration for your project:
36
37	```bash
38	# Install ABCoder
39	go install github.com/cloudwego/abcoder@latest
40
41	# Run init-spec in your project directory (optional: specify target path)
42	cd /path/to/your/project
43	abcoder init-spec
44	```
45
46	The `init-spec` command will:
47	1. Copy `.claude` directory to your project root
48	2. Configure MCP servers in `~/.claude.json`:
49	- `abcoder`: for code analysis using AST
50	- `sequential-thinking`: for complex problem decomposition
51	3. Replace all `{{CLAUDE_HOME_PATH}}` placeholders with actual project paths
52
53	### Start Coding with Claude Code
54
55	Once setup, you can start coding with Claude Code:
56
57	1. Start Claude Code in your project directory
58	2. Use slash common `/abcoder:schedule <problem_desc>` to address your feature/requirement/issue, and ABCoder will help you analyze the codebase and design a technical solution.
59	3. Once all questions are set, use slash common `/abcoder:task <task_name>` to create a coding task(specification)
60	4. Recheck the task using `/abcoder:recheck <task_name>` before real implementation
61	5. Begin coding! Claude Code will process the task step by step according to the specification, leveraging the power of AST-driven analysis.
62
63	### AST-Driven Coding Workflow
64
65	[`.claude/hooks`](internal/cmd/assets/.claude/hooks) provide a 4-layer analysis chain from repository to node details:
66
67	```
68	list_repos → get_repo_structure → get_package_structure → get_file_structure → get_ast_node
69	│ │ │ │ │
70	└── repo_name └── mod/pkg list └── file list └── node list └── dependencies/references
71	```
72
73	### Claude Code Slash Commands
74
75	[`.claude/commands`](internal/cmd/assets/.claude/commands) provide three custom slash commands to streamline development:
76
77	\| Command \| Function \| Description \|
78	\|---------\|----------\|-------------\|
79	\| [`/abcoder:schedule` <task_desc>](internal/cmd/assets/.claude/commands/abcoder/schedule.md) \| Design implementation \| Analyze codebase by using ABCoder, design technical solution \|
80	\| [`/abcoder:task <name>`](internal/cmd/assets/.claude/commands/abcoder/task.md) \| Create coding task \| Generate standardized CODE_TASK document \|
81	\|

6 picks

Type

abcoder

bycloudwego· 1 MCP server

Stars

385

Forks

How to install abcoder?

cloudwego/abcoder

$git clone https://github.com/cloudwego/abcoder

Installs into the current project.

›Prefer a prompt? Paste this to your agent

Install & use

Install abcoder by running `git clone https://github.com/cloudwego/abcoder`, then use it for the current task and follow its documentation at https://github.com/cloudwego/abcoder.

Files · 1

View on GitHub

README.md

1	# ABCoder: AI-Based Coder(AKA: A Brand-new Coder)
2
3	![ABCoder](images/ABCoder.png)
4
5	# Overview
6	ABCoder, an AI-oriented Code-processing Framework, is designed to enhance and extend the coding context for Large-Language-Model (LLM), finally boosting the development of AI-assisted-programming applications.
7
8
9	## Features
10
11	- Universal Abstract-Syntax-Tree (UniAST), a language-independent, AI-friendly specification of code information, providing a boundless, flexible and structural coding context for both AI and humans.
12
13	- General Parser, parses arbitrary-language codes to UniAST.
14
15	- General Writer transforms UniAST back to code.
16
17	- Code-Retrieval-Augmented-Generation (Code-RAG), provides a set of MCP tools to help the LLM understand code repositories precisely and locally. And it can support both in-workspace and out-of-workspace third-party libraries simultaneously -- I guess you are thinking about [DeepWiki](https://deepwiki.org) and [context7](https://github.com/upstash/context7), but ABCoder is more reliable and confidential -- no need to wait for their services to be done, and no worry about your codes will be uploaded!
18
19	Based on these features, developers can easily implement or enhance their AI-assisted programming applications, such as reviewing, optimizing, translating, etc.
20
21
22	## Universal Abstract-Syntax-Tree Specification
23
24	see [UniAST Specification](docs/uniast-zh.md)
25
26
27	# Quick Start
28
29	## Claude Code Integration
30
31	ABCoder provides deep integration with [Claude Code](https://claude.ai/code) through the AST-Driven Coding workflow, enabling hallucination-free code analysis and precise execution. Check [Claude Code Specification](docs/claude-code-spec.md) for more details.
32
33	### Setup
34
35	Use the `init-spec` command to automatically configure Claude Code integration for your project:
36
37	```bash
38	# Install ABCoder
39	go install github.com/cloudwego/abcoder@latest
40
41	# Run init-spec in your project directory (optional: specify target path)
42	cd /path/to/your/project
43	abcoder init-spec
44	```
45
46	The `init-spec` command will:
47	1. Copy `.claude` directory to your project root
48	2. Configure MCP servers in `~/.claude.json`:
49	- `abcoder`: for code analysis using AST
50	- `sequential-thinking`: for complex problem decomposition
51	3. Replace all `{{CLAUDE_HOME_PATH}}` placeholders with actual project paths
52
53	### Start Coding with Claude Code
54
55	Once setup, you can start coding with Claude Code:
56
57	1. Start Claude Code in your project directory
58	2. Use slash common `/abcoder:schedule <problem_desc>` to address your feature/requirement/issue, and ABCoder will help you analyze the codebase and design a technical solution.
59	3. Once all questions are set, use slash common `/abcoder:task <task_name>` to create a coding task(specification)
60	4. Recheck the task using `/abcoder:recheck <task_name>` before real implementation
61	5. Begin coding! Claude Code will process the task step by step according to the specification, leveraging the power of AST-driven analysis.
62
63	### AST-Driven Coding Workflow
64
65	[`.claude/hooks`](internal/cmd/assets/.claude/hooks) provide a 4-layer analysis chain from repository to node details:
66
67	```
68	list_repos → get_repo_structure → get_package_structure → get_file_structure → get_ast_node
69	│ │ │ │ │
70	└── repo_name └── mod/pkg list └── file list └── node list └── dependencies/references
71	```
72
73	### Claude Code Slash Commands
74
75	[`.claude/commands`](internal/cmd/assets/.claude/commands) provide three custom slash commands to streamline development:
76
77	\| Command \| Function \| Description \|
78	\|---------\|----------\|-------------\|
79	\| [`/abcoder:schedule` <task_desc>](internal/cmd/assets/.claude/commands/abcoder/schedule.md) \| Design implementation \| Analyze codebase by using ABCoder, design technical solution \|
80	\| [`/abcoder:task <name>`](internal/cmd/assets/.claude/commands/abcoder/task.md) \| Create coding task \| Generate standardized CODE_TASK document \|
81	\|

6 picks

Type

abcoder

How to install abcoder?

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abcoder

How to install abcoder?

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