One repeatable pass that makes a doc read like a person wrote it, not a model. Runs the doc-appeal scorecard (tools/docappealscorecard.py), turns each HARD defect into a required edit (em-dash flood, bold-emphasis flood, run-on / overlong sentences, walls of text, stacked "X, not Y" contrast frames, a dense or unanchored lead, LLM-scaffolding phrases) and each SOFT signal into a judgment call, retires appeal-debt worst-axis-first WITHOUT changing any claim, number, or link, re-measures to PROVE the debt dropped, and commits only the doc lane by explicit path. The prose-voice counterpart to refresh-readme (freshness) and quality-score (code). Use to de-LLM-ify the README or any reader-facing prose doc, or on a /loop cadence to keep the front door human.
Install with
Claude CodeCodexCursorGitHub CopilotGemini CLI
Supported by the Atlas install prompt. Skill-specific requirements vary.
Skill stats
Skills1CategoryGeneralStars0
About this skill
One repeatable pass that makes a doc read like a person wrote it, not a model. Runs the doc-appeal scorecard (tools/docappealscorecard.py), turns each HARD defect into a required edit (em-dash flood, bold-emphasis flood, run-on / overlong sentences, walls of text, stacked "X, not Y" contrast frames, a dense or unanchored lead, LLM-scaffolding phrases) and each SOFT signal into a judgment call, retires appeal-debt worst-axis-first WITHOUT changing any claim, number, or link, re-measures to PROVE the debt dropped, and commits only the doc lane by explicit path. The prose-voice counterpart to refresh-readme (freshness) and quality-score (code). Use to de-LLM-ify the README or any reader-facing prose doc, or on a /loop cadence to keep the front door human.
Quick start
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One repeatable pass that makes a doc read like a person wrote it, not a model. Runs the doc-appeal scorecard (tools/doc_appeal_scorecard.py), turns each HARD defect into a required edit (em-dash flood, bold-emphasis flood, run-on / overlong sentences, walls of text, stacked "X, not Y" contrast frames, a dense or unanchored lead, LLM-scaffolding phrases) and each SOFT signal into a judgment call, retires appeal-debt worst-axis-first WITHOUT changing any claim, number, or link, re-measures to PROVE the debt dropped, and commits only the doc lane by explicit path. The prose-voice counterpart to refresh-readme (freshness) and quality-score (code). Use to de-LLM-ify the README or any reader-facing prose doc, or on a /loop cadence to keep the front door human.
About this listing
Category
General
Reported license
Apache-2.0
Listing language (estimated)
English
Review status
Not individually reviewed
Agent compatibility
Atlas installation supports Claude Code, Codex, and Cursor. Skill-specific dependencies and features are checked during setup.