precc-token-saverBefore running any shell command, pipe it through the PRECC hook to fix wrong-directory errors, compress CLI output, and apply learned heuristics — saving 34...
Install via ClawdBot CLI:
clawdbot install yijunyu/precc-token-saverGrade Limited — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Potentially destructive shell commands in tool definitions
curl -fsSL https://raw.githubusercontent.com/yijunyu/precc-cc/main/scripts/instaCalls external URL not in known-safe list
https://github.com/yijunyu/precc-ccUses known external API (expected, informational)
raw.githubusercontent.comAI Analysis
The skill's primary risk is the installation script fetched via curl from an external GitHub repository, which is a common but potentially unsafe pattern. The skill's stated purpose (command optimization) aligns with the external API usage, and no hidden credential harvesting, data exfiltration, or obfuscation is evident in the provided definition.
Generated Mar 21, 2026
Developers use AI agents to automate coding tasks like building, testing, and debugging in complex projects. This skill reduces token costs by correcting directory errors and compressing output, saving time and money during iterative development cycles.
Teams automate deployment pipelines and infrastructure management with AI agents running shell commands. The skill prevents failures by applying learned heuristics, ensuring reliable execution in dynamic environments like cloud servers.
Data scientists use AI agents to run data processing and model training commands in Jupyter notebooks or scripts. Token savings from output compression and error correction accelerate experimentation while cutting API costs.
Maintainers automate issue triage, dependency updates, and code reviews using AI agents. The skill translates git commands in Jujutsu repos, reducing token usage for version control tasks in collaborative coding environments.
Offer a free tier with basic token-saving features and paid plans for advanced analytics, priority support, and custom skill mining. Revenue comes from subscriptions targeting enterprises and heavy users.
Sell annual licenses to large companies integrating the skill into their internal AI agent platforms. Include dedicated setup, training, and compliance features for regulated industries like finance or healthcare.
Distribute the skill through AI agent marketplaces, taking a commission on sales or offering it as a premium add-on. Partner with platforms to bundle it with other productivity tools for developers.
💬 Integration Tip
Ensure precc-hook is installed and accessible in the system PATH before loading the skill, and test with simple commands to verify JSON parsing works correctly.
Scored Apr 19, 2026
Audited Apr 16, 2026 · audit v1.0
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