Open source alternatives to full-output-enforcement
24 open source AI Skills apps to use instead, best rated first.
Top picks
- G

github-ops
Getgithub-ops is an agent skill from the ECC collection by affaan-m, listed on skills.sh. It manages a GitHub repository with a focus on community health, CI reliability and the experience of contributors. It covers triaging issues by classify
Open source
- O

opensource-pipeline
Getopensource-pipeline is an agent skill from the ECC collection by affaan-m, listed on skills.sh. It prepares a private project for safe public release through a three-stage pipeline. The fork stage strips secrets from a copy. The sanitise st
Open source
- A

andrej-karpathy-skills
Getandrej-karpathy-skills is a single CLAUDE.md file from the multica-ai project that is meant to improve how Claude Code behaves on coding tasks. It is derived from Andrej Karpathy's public observations about LLM coding pitfalls. The file dis
Open source
- M

microsoft/markitdown
Getmarkitdown-mcp is the MCP server package for MarkItDown, Microsoft's tool for converting many file formats to Markdown for language models. It is a lightweight server that runs over stdio, Streamable HTTP or SSE, and exposes one tool, conve
Open source
- O

od-contribute
Getod-contribute is an agent skill in the OpenDesign project that provides a guided, one-click contribution flow to the OpenDesign repository, written so that people without a coding background can send a real pull request. It is locked to the
Open source
- G

github-deep-research
Getgithub-deep-research is an agent skill from the DeerFlow project that researches a single GitHub repository in several rounds and writes a report in Markdown. It is for requests that need more than a README summary, such as a comprehensive
Open source
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About full-output-enforcement

full-output-enforcement
Overrides default LLM truncation behavior
full-output-enforcement is an agent skill in the OpenDesign project that overrides an AI model's default tendency to truncate its output. It treats every task as production-critical and says that a partial output is a broken output. It optimizes for completeness rather than brevity: if the user asks for a full file, the full file is delivered, and if the user asks for five components, five components are delivered. The skill lists banned output patterns that count as hard failures. In code, these include placeholder comments such as rest of code, implement here, TODO, and similar to above, and bare ellipses standing in for omitted code. In prose, they include offers to continue, phrases such as for brevity, the rest follows the same pattern, and I'll leave that as an exercise, whenever they replace real content. Structural shortcuts are banned as well: returning a skeleton when a full implementation was requested, showing the first and last sections while skipping the middle, replacing repeated logic with one example and a description, and describing what the code should do instead of writing it.
- Price
- Free
- Made by
- nexu-io
- Category
- AI Skills
- Website
- github.com/nexu-io/open-design/full-output-enforcement










