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/paulnsorensen-cheez-read
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
Use cases: security, writing, agent-building
Reviews
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Permissions
What this skill can do and what it asks for, from its SKILL.md. 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/cheez-read
Tools it pre-approves 3
From allowed-tools in SKILL.md: the agent may use these without asking you each time.
mcp__tilth__tilth_read,mcp__tilth__tilth_files,mcp__tilth__tilth_deps
What's inside
- Skill name
cheez-read- Description
- Smart code reading using tilth MCP. Replaces cat/head/tail with AST-aware file reading. Automatically outlines large files, memorizes hash anchors for efficient editing, and tracks what you've already read to save tokens. Use when: reading files, exploring code structure, understanding modules, checking dependencies, or preparing for edits. Do NOT use for searching symbols or text — use cheez-search. Do NOT use for editing — use cheez-write. Examples: "read src/auth.ts", "show lines 44-89 of handlers.go", "what's in this directory?", "show the dependencies of this file".
- License
- MIT
- Compatibility
- Requires tilth MCP server
- Allowed tools
- mcp__tilth__tilth_read,, mcp__tilth__tilth_files,, mcp__tilth__tilth_deps
- Instructions
- 241 lines in SKILL.md · view on GitHub
Files (1)
- SKILL.md
SKILL.md (first lines)
# cheez-read > **Hard dependency**: If `mcp__tilth__tilth_read` is unavailable, stop immediately and report > "tilth MCP server is not loaded — cannot proceed." Do NOT fall back to `cat`, `Read`, `Glob`, > or any host tool. Smart code reading via **tilth MCP** (`tilth_read`, `tilth_files`, `tilth_deps`). tilth replaces cat/head/tail with AST-aware file reading that understands code structure. --- ## Core Principle: Read Smart, Not More tilth decides what to show based on file size and structure: - **Small files** → full content with line numbers - **Large files** → structural outline with line ranges - **Binary/generated** → skipped with type indicator This means you never waste tokens on a giant lockfile or minified bundle. --- ## MCP Tool Reference ### tilth_read — Smart File Reading ``` tilth_read(path: "src/auth.ts") ``` **Output for small files:** ``` # src/auth.ts (258 lines, ~3.4k tokens) [full] 1 │ import express from 'express'; 2 │ import jwt from 'jsonwebtoken'; ... ``` **Output for large files (automatic outline):** ``` # src/auth.ts (1240 lines, ~16k tokens) [outline] [1-12] imports: express(2), jsonwebtoken, @/config [14-22] interface AuthConfig [24-42] fn validateToken(token: string): Claims | null [44-89] export fn handleAuth(req, res, next) [91-258] export class AuthManager [99-130] fn authenticate(credentials) [132-180] fn authorize(user, resource) ``` **Drilling into sections:** ``` # Line range tilth_read(path: "src/auth.ts", section: "44-89") # Markdown heading tilth_read(path: "docs/guide.md", section: "## Installation") ``` **Multiple files in one call:** ``` tilth_read(paths: ["src/auth.ts", "src/routes.ts", "src/middleware.ts"]) ``` --- ## Hash Anchors — The Edit Bridge When reading files, tilth outputs **hash-anchored lines**: ``` 42:a3f│ let x = compute(); 43:f1b│ return x; ``` The format is `<line>:<hash>│ <content>`. **Why this matters:** - These hashes uniquely identify the line content - They're used by `tilth_edit` (cheez-write) for precise edits - If the file changes, hashes won't match → edit is rejected safely - You MUST read before editing to get current hashes **Memorize anchors for functions you'll edit:** - Note the start hash of function definitions - Note the end hash for multi-line replacements - Pass these to cheez-write later --- ## tilth_files — Directory Listing Replaces `ls`, `find`, `pwd`, and the Glob tool. ``` tilth_files(glob: "**/*.ts", scope: "src/") ``` **Output:** ``` src/auth.ts (~3.4k tokens) src/routes.ts (~2.1k tokens) src/middleware.ts (~1.8k tokens) ``` Token estimates help you decide what to read in full vs outline. **Common patterns:** ``` # All TypeScript files tilth_files(glob: "**/*.ts") # Test files only tilth_files(glob: "**/*.test.ts") # Specific directory tilth_files(glob: "*", scope: "src/handlers/")
From paulnsorensen/cheese-flow, MIT.
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Signals
- Stars
- 1
- Forks
- 1
- Open issues
- 25
- Last commit (this folder)
- Apr 26, 2026 (6 months ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- MIT
- Repository
- github.com/paulnsorensen/cheese-flow
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
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Cite this page
cheez-read skill. Agent Mart. https://agentmart.dev/skills/paulnsorensen-cheez-read (last updated 2026-10-24)