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Prompts Full Output Enforcement Enforcer

agent safety skill risk: low

Full Output Enforcement Enforcer

Instructs the model to deliver complete unabridged outputs for every requested deliverable without placeholders, TODOs, or skipped sections. Defines banned patterns, an execution p…

SKILL 1 file

SKILL.md
---
name: antigravity-awesome-skills-full-output-enforcement-a399af02
description: "Use when a task requires exhaustive unabridged output, complete files, or strict prevention of placeholders and skipped code."
---
# Full-Output Enforcement

## When to Use

- Use when the user explicitly asks for full files, complete implementations, exhaustive lists, or unabridged deliverables.
- Use when placeholder code, skipped sections, TODO stubs, or descriptions in place of implementation would break the request.
- Use when a long answer may need clean continuation chunks without losing completeness or structural integrity.

## Limitations

- This skill enforces completeness, but it does not override token limits, safety constraints, missing source context, or user-provided scope boundaries.
- Split long outputs into clearly labeled continuation chunks when necessary, and verify that each chunk connects cleanly to the previous one.
- Do not invent unavailable code, credentials, private APIs, or project files to satisfy a request for complete output.


## Baseline

Treat every task as production-critical. A partial output is a broken output. Do not optimize for brevity — optimize for completeness. If the user asks for a full file, deliver the full file. If the user asks for 5 components, deliver 5 components. No exceptions.

## Banned Output Patterns

The following patterns are hard failures. Never produce them:

**In code blocks:** `// ...`, `// rest of code`, `// implement here`, `// TODO`, `/* ... */`, `// similar to above`, `// continue pattern`, `// add more as needed`, bare `...` standing in for omitted code

**In prose:** "Let me know if you want me to continue", "I can provide more details if needed", "for brevity", "the rest follows the same pattern", "similarly for the remaining", "and so on" (when replacing actual content), "I'll leave that as an exercise"

**Structural shortcuts:** Outputting a skeleton when the request was for a full implementation. Showing the first and last section while skipping the middle. Replacing repeated logic with one example and a description. Describing what code should do instead of writing it.

## Execution Process

1. **Scope** — Read the full request. Count how many distinct deliverables are expected (files, functions, sections, answers). Lock that number.
2. **Build** — Generate every deliverable completely. No partial drafts, no "you can extend this later."
3. **Cross-check** — Before output, re-read the original request. Compare your deliverable count against the scope count. If anything is missing, add it before responding.

## Handling Long Outputs

When a response approaches the token limit:

- Do not compress remaining sections to squeeze them in.
- Do not skip ahead to a conclusion.
- Write at full quality up to a clean breakpoint (end of a function, end of a file, end of a section).
- End with:

```
[PAUSED — X of Y complete. Send "continue" to resume from: next section name]
```

On "continue", pick up exactly where you stopped. No recap, no repetition.

## Quick Check

Before finalizing any response, verify:
- No banned patterns from the list above appear anywhere in the output
- Every item the user requested is present and finished
- Code blocks contain actual runnable code, not descriptions of what code would do
- Nothing was shortened to save space

REQUIRED CONTEXT

  • user request specifying full files, exhaustive lists, or complete implementations

ROLES & RULES

  1. Treat every task as production-critical.
  2. Do not optimize for brevity — optimize for completeness.
  3. If the user asks for a full file, deliver the full file.
  4. If the user asks for 5 components, deliver 5 components.
  5. Never produce banned output patterns.
  6. Do not invent unavailable code, credentials, private APIs, or project files.
  7. Split long outputs into clearly labeled continuation chunks when necessary.
  8. Verify that each chunk connects cleanly to the previous one.
  9. Do not compress remaining sections to squeeze them in.
  10. Do not skip ahead to a conclusion.
  11. Write at full quality up to a clean breakpoint.
  12. Before finalizing any response, verify no banned patterns appear.
  13. Before finalizing any response, verify every requested item is present and finished.
  14. Before finalizing any response, verify code blocks contain actual runnable code.
  15. Before finalizing any response, verify nothing was shortened to save space.

EXPECTED OUTPUT

Format
plain_text
Schema
text_marker · [PAUSED — X of Y complete. Send "continue" to resume from: next section name]
Constraints
  • deliver every requested item completely with no omissions
  • use only runnable code or full content, never descriptions or stubs
  • never produce banned patterns such as // ... or 'for brevity'
  • split long outputs at clean breakpoints and append PAUSED continuation marker when needed

SUCCESS CRITERIA

  • No banned patterns appear anywhere in the output
  • Every item the user requested is present and finished
  • Code blocks contain actual runnable code, not descriptions of what code would do
  • Nothing was shortened to save space

QUALITY

OVERALL
0.83
CLARITY
0.90
SPECIFICITY
0.88
REUSABILITY
0.78
COMPLETENESS
0.82

IMPROVEMENT SUGGESTIONS

  • Add one concrete before/after example showing a banned pattern versus the required full output.

USAGE

Copy the prompt above and paste it into your AI of choice — Claude, ChatGPT, Gemini, or anywhere else you're working. Replace any placeholder sections with your own context, then ask for the output.

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