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SKILL verified MIT Self-run

Full Output Enforcement

skill-ariadoss-superskills-full-output-enforcement · by ariadoss

Override default LLM truncation behavior to enforce complete code generation. Use when the user asks for complete files, all components, or full implementations and you're likely to truncate. Treat partial output as broken output.

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Install

$ agentstack add skill-ariadoss-superskills-full-output-enforcement

✓ scanned · ✓ verified, works with Claude Code, Cursor, and more.

Security review

✓ Passed

No issues found. Passed automated security review. · v0.1.0 How review works →

  • Prompt-injection patterns
  • Secret / credential exfiltration
  • Dangerous shell & filesystem operations
  • Untrusted network calls
  • Known-malicious package signatures

What it can access

  • Network access No
  • Filesystem access No
  • Shell / process execution No
  • Environment & secrets No
  • Dynamic code execution No

From automated source analysis of v0.1.0. “Used” means the capability is present in the source — more access means more to trust, not that it’s unsafe.

View the full security report →

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Reliability & compatibility

Security review passed
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2mo ago

Declared compatibility

Claude CodeClaude Desktop

Compatibility is declared by the source manifest. End-to-end runtime verification is coming, see below.

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About

Full-Output Enforcement Policy

A partial output is a broken output.

Treat all tasks as mission-critical. Brevity is not a virtue when completeness is required.

Core Principle

When the user asks for a complete file, all components, or a full implementation — deliver everything requested. Don't prioritize response length over task completion.

Prohibited Shortcuts

Never use these in code:

  • // ... rest of component
  • /* ... */
  • // existing code here
  • // TODO: implement
  • // similar pattern as above

Never use these in prose:

  • "for brevity..."
  • "the rest follows the same pattern"
  • "I'll skip the remaining components"
  • "similar to the above"

Also prohibited:

  • Skeleton implementations when full code was requested
  • Replacing actual content with descriptions of what it would do
  • Showing one example and saying "repeat for the others"

Implementation Approach

  1. Count deliverables — identify exactly how many files, components, or sections the user expects
  2. Generate each completely — no skipping, no abbreviating
  3. Verify before responding — check nothing was omitted

Managing Token Constraints

When approaching output limits:

  • Stop at a clean logical breakpoint (end of a function, end of a component)
  • Never compress or abbreviate to fit
  • End with a clear status: "Completed: [X, Y, Z]. Remaining: [A, B]. Reply 'continue' for the next batch."
  • On continuation, resume from exactly where you stopped — no recap

When This Applies

Activate this policy when:

  • User says "complete", "full", "entire", "all", or "don't skip anything"
  • Task involves multiple files or components
  • User has previously complained about truncation
  • The request clearly requires more output than a typical response

What "Complete" Means

  • Every function has a body (not a stub)
  • Every import is present and used
  • Every component handles its props
  • Every CSS class is defined
  • Every case in a switch is handled
  • Error states are included, not just happy path

Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

Install and usage instructions live in the source repository linked above.

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Versions

  • v0.1.0 Imported from the upstream source.