Semantic Codebase Search
Triggers when the user asks to find something conceptually in the codebase or search for code without knowing the exact file.
Skill by sh4lu-z
Chalk Labs
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Install
Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.
npx agentmarket install skill/sh4lu-z-semantic-codebase-search
Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.
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About
Reviews
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Permissions
What this skill can do and what it asks for, from its SKILL.md and code. Checked Oct 25, 2026.
- Tools
- No tools found
- Secrets
- None asked for
- Install scripts
- None found
Network hosts it talks to 1
codeload.github.com· found in install command
Files it touches
~/.claude/skills/semantic-codebase-search
What's inside
- Skill name
Semantic Codebase Search- Description
- Triggers when the user asks to find something conceptually in the codebase or search for code without knowing the exact file.
- License
- MIT
- Instructions
- 21 lines in SKILL.md · view on GitHub
Agent Skills spec issues
- name: only lowercase letters, digits and single hyphens allowed
- name: "Semantic Codebase Search" does not match folder "semantic_search"
Files (1)
- SKILL.md
SKILL.md (first lines)
# Semantic Codebase Search
When you need to find code, logic, or functions but don't know exactly which file it's in, you can use the Semantic Codebase Search tool. This tool uses `ChromaDB` and `sentence-transformers` to find files based on the *meaning* of your query, rather than exact text matches.
## How to use:
You MUST ALWAYS use this EXACT code structure to perform a semantic search:
```python
from TOOLS.core.search_utils import semantic_search_codebase
# Search the entire codebase for a concept
result = semantic_search_codebase("Where does the agent execute terminal commands?", n_results=3, directory=".")
print(result)
```
## Important Notes:
- The first time this runs, it will index all code files into `.chroma_db`, which might take a few seconds.
- It returns the file paths and the most relevant code chunks.
- If you get an error about missing modules, ensure `chromadb` and `sentence-transformers` are installed via `pip install -r requirements.txt`.From sh4lu-z/Syntiox-CORE, MIT.
More from sh4lu-z/Syntiox-CORE
- 0.616score
Core Thinking
sh4lu-z
Always required.
SkillAFreshness: A★ 10Claude Code +9 - 0.611score
Task Management
sh4lu-z
Triggers for large projects, complex multi-step tasks, planning, and creating documentation.
SkillAFreshness: A★ 10Claude Code +9 - 0.611score
Context Memory
sh4lu-z
Triggers automatically for multi-step agent loops to prevent context window exhaustion.
SkillAFreshness: A★ 10Claude Code +9 - 0.591score
Document Processing
sh4lu-z
Use when the user asks to read, summarize, or extract data from PDF, Word, Excel, or CSV files.
SkillAFreshness: A★ 10Claude Code +9 - 0.591score
Developer & Git Assistant
sh4lu-z
Use when the user asks for coding help, debugging, git commands, version control, or project management.
SkillAFreshness: A★ 10Claude Code +9
Signals
- Stars
- 10
- Forks
- 0
- Open issues
- 0
- Last commit (this folder)
- Oct 1, 2026 (1 month ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- MIT
- Repository
- github.com/sh4lu-z/Syntiox-CORE
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
More from sh4lu-z
- 0.616score
Core Thinking
sh4lu-z
Always required.
SkillAFreshness: A★ 10Claude Code +9 - 0.611score
Task Management
sh4lu-z
Triggers for large projects, complex multi-step tasks, planning, and creating documentation.
SkillAFreshness: A★ 10Claude Code +9 - 0.611score
Context Memory
sh4lu-z
Triggers automatically for multi-step agent loops to prevent context window exhaustion.
SkillAFreshness: A★ 10Claude Code +9 - 0.591score
Document Processing
sh4lu-z
Use when the user asks to read, summarize, or extract data from PDF, Word, Excel, or CSV files.
SkillAFreshness: A★ 10Claude Code +9 - 0.591score
Developer & Git Assistant
sh4lu-z
Use when the user asks for coding help, debugging, git commands, version control, or project management.
SkillAFreshness: A★ 10Claude Code +9
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Chalk Labs is a two-founder AI and growth studio. We build AI agents, CRMs and MVPs for Web3 and AI companies, and have shipped 50+ product and token launches.
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Rahil Jain, Co-founder, Chalk Labs. Ex-Goldman Sachs engineer. You talk to the person who builds it.
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Cite this page
Semantic Codebase Search skill. Agent Mart. https://agentmart.dev/skills/sh4lu-z-semantic-codebase-search (last updated 2026-10-24)