no-slop — dense prose, nothing lost

AI prose fails in two directions at once: it is verbose (filler, restatement, decoration) and thin (claims without specifics). This skill fixes both. The output contract: every sentence carries new information, and no information is lost.

This is a reusable prose-transform workflow that composes with task workflows. Once invoked, its rules apply to user-facing prose produced for the current task — reports, summaries, PR bodies, README sections, briefings, and explanations. It does not change what work you do; it changes how you write the result.

Workflow

Activate the modifier for the invocation mode below, apply the three rules while drafting, then run both self-verification passes before returning prose.

Invocation modes