Home / naveedharri / benai-skills · GitHub

full-output-enforcement SKILL.md skillA

full-output-enforcement from naveedharri/benai-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned

mdr add naveedharri/benai-skills/full-output-enforcement@git:20260916.a3b1e15

Pins git:20260916.a3b1e15 in mdr.lock. Pin the fingerprint instead.

Audit grade: A, 17 of 17 checks passed
Kind: SKILL.md skill
Repository: naveedharri/benai-skills
Path: plugins/all-skills/skills/output-enforcement/SKILL.md
Versions recorded: 2
Latest version: git:20260916.a3b1e15, committed Sep 16, 2026
First version recorded: Jun 27, 2026
Size: 2,623 bytes
Repository stars: 78
License: MIT

Overrides default LLM truncation behavior. Enforces complete code generation, bans placeholder patterns, and handles token-limit splits cleanly. Apply to any task requiring exhaustive, unabridged output.

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# Full-Output Enforcement

## 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
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint

mdr add naveedharri/benai-skills/full-output-enforcement@sha256:a8a3f03de782cbb9

The line at the top of this page pins the label git:20260916.a3b1e15, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

[![mdr](https://markdownregistry.com/badge/art_nuc42ljidia2qzfd.svg)](https://markdownregistry.com/a/art_nuc42ljidia2qzfd)

5 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 2 versions of this file, between Jun 27, 2026 and Sep 16, 2026, about one every 81 days.

version	committed	commit	size	audit
git:20260916.a3b1e15 latest	2026-09-16	a3b1e15	2,623 B	A	view · diff
git:20260627.94fdd8b	2026-06-27	94fdd8b	2,592 B	A	view

Audit of the latest version

A 17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.

pass: Frontmatter block present
pass: Frontmatter declares a name
pass: Frontmatter declares a description
pass: Size between 200 bytes and 200 KB (2623 bytes)
pass: No zero-width or bidi control characters
pass: No instruction hidden inside an HTML comment
pass: No link to an exfiltration or paste host
pass: No credential-shaped string
pass: No instruction to send local credentials anywhere
pass: No text hidden with inline styles
pass: No prompt-injection phrasing
pass: No curl or wget piped into a shell
pass: No recursive delete of root, home or parent
pass: No instruction to read or print local credentials
pass: No base64 blob over 200 characters
pass: No link to a raw IP address
pass: No script tag

Source

GitHub

naveedharri/benai-skills · 78 stars · license MIT · pushed 2026-10-09 · branch develop

API

GET https://markdownregistry.com/api/v1/artifacts/art_nuc42ljidia2qzfd
GET https://markdownregistry.com/api/v1/resolve?ref=naveedharri/benai-skills/full-output-enforcement
GET https://markdownregistry.com/api/v1/blob/a8a3f03de782cbb928b7c2467ada6f4f68ba5258c396fe9b6128275010596c77

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

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