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:20260605.bc63ac6, 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.
GET https://markdownregistry.com/api/v1/artifacts/art_xumc3hxax6fnykll
GET https://markdownregistry.com/api/v1/resolve?ref=tamnguyendinh/anvien/full-output-enforcement
GET https://markdownregistry.com/api/v1/blob/e5bf48b1ae561511439cf71672209a10a88cee0968cc925909ff861dfa0a96a7
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.
tamnguyendinh/anvien · anvien-claude-plugin/skills/anvien-cli/SKILL.md · Use when the user needs to run Anvien CLI commands like analyze/index a repo, check status, clean the index, generate a…
tamnguyendinh/anvien · anvien-claude-plugin/skills/anvien-debugging/SKILL.md · Use when the user is debugging a bug, tracing an error, or asking why something fails. Examples: "Why is X failing?"…
tamnguyendinh/anvien · anvien-claude-plugin/skills/anvien-exploring/SKILL.md · Use when the user asks how code works, wants to understand architecture, trace execution flows, or explore unfamiliar…
tamnguyendinh/anvien · anvien-claude-plugin/skills/anvien-guide/SKILL.md · Use when the user asks about Anvien itself — available tools, how to query the knowledge graph, MCP resources, graph…
tamnguyendinh/anvien · anvien-claude-plugin/skills/anvien-impact-analysis/SKILL.md · Use when the user wants to know what will break if they change something, or needs safety analysis before editing code…
tamnguyendinh/anvien · anvien-claude-plugin/skills/anvien-pr-review/SKILL.md · Use when the user wants to review a pull request, understand what a PR changes, assess risk of merging, or check for…
tamnguyendinh/anvien · anvien-claude-plugin/skills/anvien-refactoring/SKILL.md · Use when the user wants to rename, extract, split, move, or restructure code safely. Examples: "Rename this function"…
tamnguyendinh/anvien · internal/aicontext/skills/Edge-Case/SKILL.md · Use when stress-testing failure paths, race conditions, reconnects, duplicate or out-of-order events, stale state…
tamnguyendinh/anvien · internal/aicontext/skills/Spec-to-SVG-Flow-Map/SKILL.md · Chuyển spec sản phẩm, tính năng, UI, backend, auth, sync, lifecycle, external contract, hoặc spec đa nhánh thành SVG…
tamnguyendinh/anvien · internal/aicontext/skills/System-Architect/SKILL.md · Software architecture specialist for system design, scalability, and technical decision-making. Use PROACTIVELY when…