unslop

SKILL.md

Unslop

Humanize AI-generated prose. Audit first. Rewrite only when the user asks for a rewrite.

For every audit or rewrite, read references/core-contract.md.
It is the single behavior contract. Command files define routing and mechanics;
presets supply optional voice, but neither can override the core contract.

Routing

When the user invokes a sub-command (/unslop teach ..., /unslop cleanup ...), you MUST read references/commands/<command>.md before acting.
Non-optional — the command file defines the flow, and skipping it drops steps the
user expects. A bare /unslop <text> with no leading command word defaults to
rewrite. If the first word does not match a command but the intent clearly maps
to one (e.g. "flag the AI tells, don't change anything" → cleanup report-only),
load that command file and proceed as if invoked.