full-output-enforcement

Enforces complete code generation by banning placeholder patterns and truncation.

Updated May 9, 2026
One-click install
npx skills add https://github.com/Aeonxuu/southtownslandservice_v2 --skill full-output-enforcement-aeonxuu
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: full-output-enforcement
Source: https://github.com/Aeonxuu/southtownslandservice_v2/tree/main/.agents/skills/full-output-enforcement
Command: npx skills add https://github.com/Aeonxuu/southtownslandservice_v2 --skill full-output-enforcement-aeonxuu

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? LLMs often truncate long outputs, insert placeholder comments like "// rest of code", or ask "want me to continue?" instead of delivering complete results. This Skill overrides that default behavior so every requested deliverable is generated in full. ## Core Features & Use Cases - Placeholder Ban: Hard-fails on patterns like // ..., // TODO, "for brevity", and skeleton-only outputs. - Scope Locking: Counts expected deliverables before generating and cross-checks completeness before responding. - Token-Limit Handling: Pauses at clean breakpoints with a resumable marker instead of compressing or skipping content. - Use Case: Ask for a full multi-file project scaffold or five complete React components, and receive every file and component fully implemented with no omissions. ## Quick Start Apply the full-output-enforcement skill and generate the complete implementation of all requested files with no placeholders or omissions.

Frequently Asked Questions about full-output-enforcement

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I stop an LLM from truncating code output?▼

Use explicit anti-truncation rules that ban placeholder patterns like "// rest of code" and "for brevity". This Skill locks the deliverable count upfront, generates every item fully, and cross-checks completeness before responding.

How to get complete code instead of skeleton implementations?▼

Request full implementations and prohibit structural shortcuts such as showing only first and last sections. The Skill treats partial output as broken output and requires runnable code in every block rather than descriptions of what code would do.

What happens when generated code hits the token limit?▼

The output pauses at a clean breakpoint, such as the end of a function or file, and ends with a marker like "[PAUSED — X of Y complete]". Sending "continue" resumes exactly from that point with no recap or repetition.

Which placeholder patterns are banned in code generation?▼

Banned patterns include "// ...", "// TODO", "// implement here", "// similar to above", bare ellipses, and prose like "the rest follows the same pattern" or "let me know if you want me to continue". Any of these counts as a hard failure.

When should I not use full-output enforcement?▼

Avoid it for exploratory brainstorming, quick prototypes, or when you only need a short illustrative snippet. The enforcement optimizes for completeness over brevity, which adds unnecessary length to casual or partial requests.