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RePrompter
by
AytuncYildizli
· GitHub ↗
· v7.0.0
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Install in OpenClaw
/install reprompter
Description
Transform messy prompts into well-structured, effective prompts — single or multi-agent. Use when: "reprompt", "reprompt this", "clean up this prompt", "stru...
Usage Guidance
This skill appears to do what it says (improve prompts and optionally orchestrate multi-agent runs), but take these precautions before installing or invoking team-mode: 1) Repromptception mode expects tmux and an environment flag (CLAUDE_CODE_EXPERIMENTAL_AGENT_TEAMS=1) although they are not declared — verify your runtime provides tmux and that you understand enabling the experimental env var. 2) The skill's interview/auto-detection reads local project files (package.json, tsconfig, etc.) and writes temp files to /tmp — avoid running it from directories with secrets or production credentials, or use the documented opt-out. 3) Multi-agent execution can spawn tmux sessions and run multiple agents in parallel; confirm you trust the agent runtime and have appropriate isolation. 4) If you require guarantees, ask the author or maintainer to update the skill metadata to declare required binaries/env vars and to document precise filesystem scopes and permissions.
Capability Analysis
Type: OpenClaw Skill
Name: reprompter
Version: 7.0.0
The skill is classified as suspicious due to its extensive use of high-risk capabilities, specifically direct shell command execution via `tmux` and OpenClaw's `sessions_spawn` in `SKILL.md`. While these are intended for legitimate agent orchestration (e.g., `tmux new-session`, `tmux send-keys`, `ls`, `tmux kill-session`), the reliance on placeholders like `{session}`, `{taskname}`, `{domain}`, and `/path/to/workdir` creates a significant shell injection vulnerability if user input is not rigorously sanitized by the OpenClaw platform or the skill's internal logic. There is no evidence of intentional malicious exploitation (e.g., data exfiltration, persistence), but the inherent risk associated with these capabilities prevents a 'benign' classification.
Capability Assessment
Purpose & Capability
Name/description match the files and templates: the repo contains many prompt templates, interview logic, and team orchestration docs, which align with a 'reprompter' purpose. However, SKILL.md describes a Repromptception orchestration mode that requires tmux and CLAUDE_CODE_EXPERIMENTAL_AGENT_TEAMS=1, yet the skill metadata lists no required binaries or environment variables — a mismatch between claimed runtime needs and declared requirements.
Instruction Scope
SKILL.md instructs the agent to auto-detect project context by reading files like package.json/tsconfig/prisma, write artifacts to /tmp, run interactive AskUserQuestion flows, and (in team mode) create tmux-based agent teams and run agents in parallel. Reading project files and creating tmux sessions is coherent with the orchestration purpose, but these actions access local filesystem and spawn processes — they should be made explicit in metadata/permissions.
Install Mechanism
No install spec is provided (instruction-only), and included scripts are packaging/validation helpers. Nothing in the manifest downloads or executes external code during install, which keeps install risk low.
Credentials
The SKILL.md references an env var (CLAUDE_CODE_EXPERIMENTAL_AGENT_TEAMS) and requires tmux for Repromptception mode, but the skill's declared requirements list zero env vars and zero required binaries. That under-declaration is a proportionality/visibility issue — using team mode likely needs additional runtime capabilities and possibly elevated access to the host environment.
Persistence & Privilege
always:false and no credentials/config paths are requested. The skill writes ephemeral files to /tmp per its docs; it does not request permanent system-wide presence or credentials. Team execution may spawn tmux sessions but that is transient.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install reprompter - After installation, invoke the skill by name or use
/reprompter - Provide required inputs per the skill's parameter spec and get structured output
Version History
v7.0.0
v7.0 — Score 9.1/10, Repromptception pipeline, Agent Teams support, 12 task templates, smart complexity routing
Metadata
Frequently Asked Questions
What is RePrompter?
Transform messy prompts into well-structured, effective prompts — single or multi-agent. Use when: "reprompt", "reprompt this", "clean up this prompt", "stru... It is an AI Agent Skill for Claude Code / OpenClaw, with 805 downloads so far.
How do I install RePrompter?
Run "/install reprompter" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is RePrompter free?
Yes, RePrompter is completely free (open-source). You can download, install and use it at no cost.
Which platforms does RePrompter support?
RePrompter is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created RePrompter?
It is built and maintained by AytuncYildizli (@aytuncyildizli); the current version is v7.0.0.
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