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
…
The line at the top of this page pins the label git:20260912.4b461b8, 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.
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 (2641 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
xu123-bob/baize · 617 stars · license MIT · pushed 2026-11-03 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_gxbfmizlrdghythl
GET https://markdownregistry.com/api/v1/resolve?ref=xu123-bob/baize/full-output-enforcement
GET https://markdownregistry.com/api/v1/blob/7b2275b591af7760b36a2dfb1dbcf3c99c5054c52298a1066c4979f39ed947d9
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.
xu123-bob/baize · agent/skills/impeccable-skill-v3.9.1/impeccable/SKILL.md · Use when the user wants to design, redesign, shape, critique, audit, polish, clarify, distill, harden, optimize, adapt…
xu123-bob/baize · agent/skills/superpowers/5.1.0/skills/brainstorming/SKILL.md · You MUST use this before any creative work - creating features, building components, adding functionality, or modifying…
xu123-bob/baize · agent/skills/superpowers/5.1.0/skills/dispatching-parallel-agents/SKILL.md · Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies
xu123-bob/baize · agent/skills/superpowers/5.1.0/skills/executing-plans/SKILL.md · Use when you have a written implementation plan to execute in a separate session with review checkpoints
xu123-bob/baize · agent/skills/superpowers/5.1.0/skills/finishing-a-development-branch/SKILL.md · Use when implementation is complete, all tests pass, and you need to decide how to integrate the work - guides…
xu123-bob/baize · agent/skills/superpowers/5.1.0/skills/receiving-code-review/SKILL.md · Use when receiving code review feedback, before implementing suggestions, especially if feedback seems unclear or…
xu123-bob/baize · agent/skills/superpowers/5.1.0/skills/requesting-code-review/SKILL.md · Use when completing tasks, implementing major features, or before merging to verify work meets requirements
xu123-bob/baize · agent/skills/superpowers/5.1.0/skills/subagent-driven-development/SKILL.md · Use when executing implementation plans with independent tasks in the current session
xu123-bob/baize · agent/skills/superpowers/5.1.0/skills/systematic-debugging/SKILL.md · Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes
xu123-bob/baize · agent/skills/superpowers/5.1.0/skills/test-driven-development/SKILL.md · Use when implementing any feature or bugfix, before writing implementation code
xu123-bob/baize · agent/skills/superpowers/5.1.0/skills/using-git-worktrees/SKILL.md · Use when starting feature work that needs isolation from current workspace or before executing implementation plans -…
xu123-bob/baize · agent/skills/superpowers/5.1.0/skills/using-superpowers/SKILL.md · Use when starting any conversation - establishes how to find and use skills, requiring Skill tool invocation before ANY…
