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Install in OpenClaw
/install truncated-output
Description
The reply ends mid-sentence or mid-code-block because the model hit a token limit or was cut short.
Usage Guidance
This skill is safe and coherent: it only tells the agent how to detect and handle truncated replies. Before relying on it, confirm your agent/runtime exposes the model/provider finish_reason metadata and that you understand any cost implications of increasing max_tokens. If you don't want the agent to change generation parameters automatically, restrict its permissions or require user confirmation before regenerating responses with a larger token budget.
Capability Analysis
Type: OpenClaw Skill
Name: truncated-output
Version: 1.0.0
The skill bundle contains documentation and instructions for an AI agent to handle truncated outputs caused by token limits or context constraints. The instructions in SKILL.md are purely functional, advising the agent on how to detect and remediate incomplete responses (e.g., checking finish reasons or splitting tasks). No executable code or malicious patterns were found.
Capability Assessment
Purpose & Capability
The name/description match the SKILL.md content. The skill is instruction-only and does not request unrelated resources (no env vars, binaries, or install steps), so its declared requirements are proportionate to its stated purpose.
Instruction Scope
Runtime instructions are narrowly focused: detect unmatched code fences or provider finish_reason indicating length limits, advise regenerating with higher max_tokens or trimming context, and suggest breaking tasks into smaller turns. They do not instruct reading unrelated files, exfiltrating data, or contacting external endpoints.
Install Mechanism
No install spec and no code files — instruction-only surface, which minimizes risk and is appropriate for the described behavior.
Credentials
The skill requires no environment variables or credentials. It does reference provider metadata (finish_reason), which is directly relevant to detecting truncation and is proportionate.
Persistence & Privilege
always is false and the skill is user-invocable; it does not request persistent presence or system-wide configuration changes. Autonomous invocation is allowed by default but the skill's scope is limited and does not expand privileges.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install truncated-output - After installation, invoke the skill by name or use
/truncated-output - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
- Initial release of truncated-output skill.
- Detects and handles incomplete replies due to token limits or stream interruption.
- Identifies symptoms like unfinished sentences, open code blocks, or trailing lists.
- Guides on validating replies and adjusting token/context limits to avoid truncation.
- Recommends user-facing warnings when reply completion isn't possible.
Metadata
Frequently Asked Questions
What is Truncated Output?
The reply ends mid-sentence or mid-code-block because the model hit a token limit or was cut short. It is an AI Agent Skill for Claude Code / OpenClaw, with 51 downloads so far.
How do I install Truncated Output?
Run "/install truncated-output" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Truncated Output free?
Yes, Truncated Output is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Truncated Output support?
Truncated Output is cross-platform and runs anywhere OpenClaw / Claude Code is available (macos, linux, windows).
Who created Truncated Output?
It is built and maintained by mvogt99 (@mvogt99); the current version is v1.0.0.
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