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catlog22 d06a3ca12e Add comprehensive workflows for CLI tools usage, coding philosophy, context requirements, file modification, and CodexLens auto hybrid mode

- Introduced a detailed guide for intelligent tools selection strategy, including quick reference, tool specifications, prompt templates, and best practices for CLI execution.
- Established a coding philosophy document outlining core beliefs, simplicity principles, and guidelines for effective coding practices.
- Created context requirements documentation emphasizing the importance of understanding existing patterns and dependencies before implementation.
- Developed a file modification workflow detailing the use of edit_file and write_file MCP tools, along with priority logic for file reading and editing.
- Implemented CodexLens auto hybrid mode, enhancing the CLI with automatic vector embedding generation and default hybrid search mode based on embedding availability.

2025-12-17 09:53:30 +08:00

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Context Requirements

Before implementation, always:

Identify 3+ existing similar patterns
Map dependencies and integration points
Understand testing framework and coding conventions

Context Gathering

MANDATORY: Use codex_lens (MCP tool) for all code search and analysis.

codex_lens (REQUIRED)

MCP Actions: init, search, search_files (Advanced ops via CLI: codexlens --help)

Initialize:

codex_lens(action="init", path=".")

Auto-generates embeddings if fastembed installed
Skip with --no-embeddings flag

Search (Auto hybrid mode):

codex_lens(action="search", query="authentication")

Search Files:

codex_lens(action="search_files", query="payment")

read_file (MCP)

Read files found by codex_lens
Directory traversal with patterns
Batch operations

smart_search

Fallback when codex_lens unavailable
Small projects (<100 files)

Exa

External APIs, libraries, frameworks
Recent documentation beyond knowledge cutoff
Public implementation examples

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