Llm Safe Write

Safely write large files or files with CJK/special characters using incremental Edit strategy instead of direct Write. Use when: writing a file longer than 50 lines, file contains CJK characters (Chinese/Japanese/Korean), Write tool failed with "Unterminated string" or JSON truncation, writing Python/JS/TS files with multiple functions, embedding CJK strings in source code, user says "write failed", "file won't write", "large file write", "CJK write error", "encoding error on write", or "file too long to write". **Do NOT undertrigger** — when a file may exceed 50 lines or contain non-ASCII characters, use this Skill proactively instead of bare Write.

When to use me

Use this skill when:

• You need to write a file that is longer than 50 lines
• The file contains CJK characters (Chinese, Japanese, Korean) or special escape sequences
• A previous Write tool call failed with Unterminated string or JSON truncation errors
• You are about to write a Python/JS/TS file with more than a few functions
• You need to embed CJK strings in source code

Do NOT use this skill when:

• The file is short (< 50 lines) and ASCII-only — just use Write directly
• You are making small edits to an existing file — just use Edit directly

Prerequisites: Understanding Write Tool JSON Truncation

The Write tool serializes file content as a JSON string for transport. CJK characters occupy 3-4 bytes each in UTF-8. When a multi-byte character happens to cross an internal buffer boundary, the JSON string gets truncated, causing Unterminated string errors. ASCII-only content avoids this because each character is exactly 1 byte.

Key facts:

• Truncation is probabilistic — short files and pure ASCII rarely trigger it, but long files or CJK content trigger it frequently
• Bash tool also fails when passing multi-line Python code via PowerShell — PowerShell interprets quotes, backticks, curly braces, silently corrupting code
• You may try Write for files under 50 lines, but expect frequent failures above this threshold. For files > 50 lines or containing CJK, go directly to skeleton + Edit. The 50-line threshold is conservative — if your environment reliably handles longer ASCII files (e.g., 80 lines), you may adjust upward, but CJK content remains high-risk at any length.
• Truncation happens at the transport layer; it has nothing to do with whether your file content is syntactically valid

Scope clarification: The Read and Edit tools are not affected by this issue — Read only reads (never writes), and Edit's oldString/newString are short strings (< 30 lines each) that never trigger truncation. Only the Write tool has this limitation.

Routing Priority (First Principles)

Evaluate the file first: if any condition below is met, go directly to skeleton + Edit — do NOT try Write first:

• File > 50 lines → skeleton + Edit
• Content contains CJK / special characters → ASCII skeleton + Edit to fill CJK
• Write already failed → switch immediately, never retry

Only for files that are short (< 50 lines) and pure ASCII may you try Write directly — but if it fails, switch immediately.

Never retry a failed Write with the same content — this is the hard constraint of this Skill.

Scenario	Strategy
< 50 lines + pure ASCII	You may try Write directly; for files > 50 lines or with CJK, go directly to skeleton + Edit
> 50 lines / contains CJK / Write failed	Skeleton + Edit
Small edit to existing file (< 30 lines change)	Edit tool directly
Large rewrite of existing file / CJK content	Read file → Edit in small chunks with unique anchors

Strategy

When unsure, try the simpler approach first and fall back to skeleton+Edit if it fails. Never retry a failed Write.

For new files

Trigger condition: Creating a new file expected to be > 50 lines, or containing CJK content.

Steps:

1. Construct an ASCII-only skeleton (< 50 lines), replacing all CJK with PLACEHOLDER_xxx
2. Use Write to create the skeleton
3. Use Edit to replace each PLACEHOLDER with actual content (< 30 lines per Edit)

Example — writing a 200-line Python file:

Step 1 — Write the skeleton:

import argparse
import base64
import json

from paddleocr import PaddleOCR
from openai import OpenAI

API_BASE = "PLACEHOLDER_API_BASE"
API_KEY = "PLACEHOLDER_API_KEY"
PROMPT = "PLACEHOLDER_PROMPT"

def get_ocr():
    pass  # PLACEHOLDER_get_ocr

def detect_texts(image_path):
    pass  # PLACEHOLDER_detect_texts

def extract_json(text):
    pass  # PLACEHOLDER_extract_json

def main():
    pass  # PLACEHOLDER_main

if __name__ == "__main__":
    main()

Step 2 — Fill each function with Edit (one at a time):

Edit(filePath="/path/to/file.py",
     oldString="pass  # PLACEHOLDER_get_ocr",
     newString="ocr = PaddleOCR(use_angle_cls=True, lang='ch')\n    return ocr")

Edit(filePath="/path/to/file.py",
     oldString="pass  # PLACEHOLDER_detect_texts",
     newString="result = ocr.ocr(image_path, cls=True)\n    return result")

For existing files

Trigger condition: Modifying an existing file that is already large or contains CJK.

1. Always use Edit tool for modifications. Never use Write to overwrite an existing large file.
2. If adding a large block, use Edit to replace a known marker/placeholder with the new content.
3. Break large edits into multiple smaller Edit calls.

Appending content to existing files

Trigger condition: Need to add content at the end of an existing file.

The Edit tool can only replace, not append. To add content at the end of a file:

1. Use the last line as an anchor — include it in oldString, then repeat it in newString after the new content.
2. Example: to add a new function before if __name__ == "__main__":, use that line as the anchor and replace it with new_function_code\n\nif __name__ == "__main__":.
3. Always read the file first to get the exact last-line content for a precise match.
4. When no stable anchor exists at file end, write a temporary marker line (e.g., # END_OF_FILE) via Edit, use it as anchor for subsequent appends, then remove it with a final Edit. ⚠️ Prefer stable anchors (like if __name__ == "__main__":) whenever available — if the agent is interrupted before the final cleanup Edit, the marker will remain in the file as residue.

For files with CJK content

Trigger condition: File content includes Chinese, Japanese, Korean, or other non-ASCII characters.

1. Write skeleton with ASCII placeholders for all CJK strings.
2. Use Edit to insert CJK text into the placeholders. Short CJK strings in Edit oldString/newString pairs work reliably.
3. Alternative: use Python unicode escape in source (e.g., "\u8bc6\u522b" instead of "识别") — this keeps the file ASCII-safe but less readable.

Example — Python file with Chinese prompts:

Step 1 — Skeleton with placeholders:

PROMPT_SYSTEM = "PLACEHOLDER_prompt_system"
PROMPT_USER = "PLACEHOLDER_prompt_user"
ERROR_MSG = "PLACEHOLDER_error_msg"

Step 2 — Fill with Edit:

Edit(filePath="/path/to/file.py",
     oldString='PROMPT_SYSTEM = "PLACEHOLDER_prompt_system"',
     newString='PROMPT_SYSTEM = "你是一个专业的AI助手，请用中文回答问题"')

For non-code files (JSON, YAML, Markdown, etc.)

Trigger condition: Writing config/data files that lack code-style comment placeholders.

These files lack code-style comment placeholders. Strategy:

1. JSON: Write the full structure with ASCII placeholder strings, then Edit to replace them with CJK values. Ensure the skeleton is valid JSON (all keys present, placeholder values) so the file remains parseable between edits. For non-string fields (numbers, booleans, null), use a same-type placeholder (e.g., 0, false, null) rather than a string — a string placeholder like "PLACEHOLDER" would break JSON type validity. Edit the field afterward with a short Edit call to replace the placeholder with the real value, or use a two-step Edit: first replace with a string, then fix the type.
2. YAML: Use # PLACEHOLDER_key_name comments as anchors on the line above the value to replace.
3. Markdown: Write section headers first as skeleton, then Edit to fill body content under each header.

Skeleton structure template

A good skeleton should include:

1. All imports at the top (these rarely change)
2. Constants and config (with ASCII placeholders for CJK values)
3. Function signatures with unique placeholder comments — one line per function, preserving correct indentation. Never use bare pass as multiple pass statements cause Edit tool Found multiple matches errors.
4. A main() or entry point at the bottom

For classes, use # PLACEHOLDER_ClassName_method_name format to ensure uniqueness across methods:

class MyHandler:
    def __init__(self):
        pass  # PLACEHOLDER_MyHandler_init

    def process(self, data):
        pass  # PLACEHOLDER_MyHandler_process

For JS/TS, use // PLACEHOLDER_funcName comments instead.

Edit failure recovery

If an Edit call fails with oldString not found:

1. Read the file again — the content may have changed from a previous edit
2. Check whitespace — tabs vs spaces, trailing newlines, or line endings
3. Use a shorter oldString — pick a smaller, unique substring to match
4. Avoid partial-line matches — include the full line or use exact indentation

If an Edit call fails with Found multiple matches:

1. Add more surrounding context to make the oldString unique
2. Or use replaceAll: true if you genuinely want to replace every occurrence (e.g., renaming a variable)

Common Error Handling

Error	Cause	Fix
Unterminated string	Write content contains CJK or is too long; JSON truncated	Switch to skeleton + Edit immediately; do not retry Write
oldString not found	File content doesn't match oldString (stale after prior edit, whitespace differences)	Re-Read the file; construct oldString from actual content
Found multiple matches	oldString appears multiple times (e.g., bare pass)	Add more surrounding context to make oldString unique; or use replaceAll: true
File not found	Parent directory doesn't exist for new file	Create directory first with mkdir -p, then Write
Write succeeds but Read shows incomplete content	JSON truncation at end of file — Write didn't error but content was cut off	Use Edit to fill in missing parts, or rewrite with skeleton + Edit
PowerShell corrupts multi-line code	PowerShell interprets quotes/backticks/curly braces in strings	Write code to a .py/.js file first, then execute the file

Hard Rules & Anti-patterns

Hard Rules

1. Never retry a failed Write — the root cause is length/encoding; retrying wastes tokens and may leave a corrupt file. Switch to skeleton + Edit immediately.
2. Never pass multi-line code through Bash/PowerShell — PowerShell interprets quotes, backticks, curly braces, silently corrupting code. Write to a .py/.js file first, then execute the file.
3. Each Edit must change < 30 lines — split larger changes across multiple Edit calls.
4. Always use unique placeholder comments (e.g., pass # PLACEHOLDER_func_name) — bare pass triggers Found multiple matches on every subsequent Edit.
5. Always Read the file before Edit on existing files — stale oldString causes oldString not found.

Anti-patterns

• Embedding CJK in Write content → CJK becomes 3-4 byte UTF-8; crossing buffer boundaries truncates the JSON string, failing the entire Write
• Using python -c "..." with multi-line code in PowerShell → same string handling issues; code gets mangled before execution
• Appending via Write to an existing large file → Write sends the full content through JSON again, risking truncation on the entire file
• Write succeeds but Read shows incomplete content → silent truncation at end of file; always spot-check after Write

Post-write Behavior

After completing all file writes/edits:

• Spot-check the file — use Read to verify the first 10 lines and last 5 lines; confirm key structure is intact
• Report concisely — tell the user: "Written to file.py (120 lines, verified)" — no more detail needed
• Do not output the full file content or large diffs — the user doesn't need to see it
• Do not expose tool call internals (e.g., "Edit oldString='pass # PLACEHOLDER_parse'") — this is infrastructure, not user-facing information
• Do not say "edit successful" after every single Edit — confirm once after all edits are complete