Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add ariadoss/superskills --skill full-output-enforcementgit clone --depth 1 https://github.com/ariadoss/superskillsWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/ariadoss/superskills/full-output-enforcement)<a href="https://agentmods.dev/skills/ariadoss/superskills/full-output-enforcement"><img src="https://agentmods.dev/badge/skills/ariadoss/superskills/full-output-enforcement/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/ariadoss/superskills/full-output-enforcement"><img src="https://agentmods.dev/badge/skills/ariadoss/superskills/full-output-enforcement.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00046 | $0.00511 |
| Opus 5 | $0.00023 | $0.00255 |
| Sonnet 5 | $0.00009 | $0.00102 |
| Haiku 4.5 | $0.00005 | $0.00051 |
Grade A, and why
full-output-enforcement scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 11d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 68 lines — stays where its author put it; the contents beside it link to each section on GitHub.
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
- Count deliverables — identify exactly how many files, components, or sections the user expects
- Generate each completely — no skipping, no abbreviating
- 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
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 11d ago First seen · 68 lines · 46 tokens per session scan A 417dd30569e9
full-output-enforcement is a skill published in the GitHub repository ariadoss/superskills (9 stars, last pushed 4d ago), licensed MIT. It adds 46 tokens to every session and 511 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
Other skills, from other repositories
systematic-debugging
Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes.
local-ai-agents
Build local-first AI agents that run entirely on a developer workstation with Microsoft Foundry Local and Qwen function-calling models. Covers Small Language Models (SLMs), the OpenAI-compatible local endpoint, sandboxed local tools, local RAG with Chroma, local MCP servers, hybrid cloud/local routing, and the…
next-cache-components-adoption
Turn on Cache Components in a Next.js app and resolve the blocking routes it surfaces. Use when the user wants to enable, adopt, or migrate to Cache Components, flip the cacheComponents flag, work through a flood of blocking-prerender / instant validation errors, run the cache-components-instant-false codemod, or…
insight-error-page
Write or audit an insight-kind error page for the Next.js dev overlay. Use when creating a new errors/ .mdx page, auditing an existing one, or checking that a page matches the framework fix cards. Covers page structure, title alignment, FixCard cards with Copy prompt button, code snippets, terminology verification…
next-cache-components-optimizer
Drive a Next.js route to instant navigation by setting up an agentic loop, under Cache Components / PPR, on initial load (hard navigation) and client-side navigation (soft navigation). Encode the goal as a failing @next/playwright instant() e2e and work it to green, one verified route at a time; the shipped test then…
next-partial-prefetching-adoption
Turn on Partial Prefetching in a Next.js app and work through the insights it surfaces. Use when the user wants to enable or adopt Partial Prefetching, flip the partialPrefetching flag, opt routes in with export const prefetch = 'partial', audit Link prefetch={true} behavior, preserve existing prefetched UI with…