Token Saver For Programmer
PassAudited by ClawScan on May 13, 2026.
Overview
This instruction-only skill is coherent and has no code, install, network, credential, or persistence behavior, but users should review its rewritten code or prompts because its “lossless” claims are qualified by its own warnings.
You can install this as a text-rewriting helper, but do not rely on it as truly lossless. Review and test any optimized code, configuration, logs, or prompts before applying them, especially in production or debugging workflows.
Publisher note
This version adds explicit safety notes in the README/SKILL.md to remind users to review outputs before use. The skill auto-activates on code/log/config/prompt inputs and performs token-saving minification. While core logic is preserved, edge cases may have subtle differences; users are advised to compare and test before production use. No network access is required.
Findings (2)
Artifact-based informational review of SKILL.md, metadata, install specs, static scan signals, and capability signals. ClawScan does not execute the skill or run runtime probes.
Condensed code, configs, logs, or prompts may lose nuance or change edge-case behavior.
The skill may automatically transform user-provided prompts or code. This is its stated purpose, but automatic rewriting can change meaning if the user applies the result without review.
auto_activates: [code,log,config,prompt] ... This skill automatically compresses and rewrites code, logs, configs and prompts. It may omit subtle details or change conditional expressions in edge cases.
Compare the optimized output with the original and test code/config changes before using them in real projects.
A user might assume rewritten code or prompts are fully equivalent when they may not be.
The skill advertises lossless/no-logic-loss optimization while also warning that the output may not be strictly lossless. This internal qualification reduces concern, but users should not over-trust the marketing language.
description: ... save 40%~60% tokens without losing logic ... Safe & lossless optimization ... Do not assume the transformation is strictly lossless.
Treat the token-saved result as a suggested rewrite, not a guaranteed equivalent transformation.