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detect-ai-patterns
// Diagnose formulaic writing patterns and authorial gaps before rewriting. Use when text feels generic, over-smoothed, abstract, or structurally mechanical and you need a targeted edit plan.
// Diagnose formulaic writing patterns and authorial gaps before rewriting. Use when text feels generic, over-smoothed, abstract, or structurally mechanical and you need a targeted edit plan.
Use the ACPX CLI through DrClaw's existing exec/long_exec tools to run Codex in the current project workspace.
Use this skill whenever the user wants to create, read, edit, or manipulate Word documents (.docx files). Triggers include: any mention of 'Word doc', 'word document', '.docx', or requests to produce professional documents with formatting like tables of contents, headings, page numbers, or letterheads. Also use when extracting or reorganizing content from .docx files, inserting or replacing images in documents, performing find-and-replace in Word files, working with tracked changes or comments, or converting content into a polished Word document. If the user asks for a 'report', 'memo', 'letter', 'template', or similar deliverable as a Word or .docx file, use this skill. Do NOT use for PDFs, spreadsheets, Google Docs, or general coding tasks unrelated to document generation.
Convert a user style request into concrete rewrite constraints and apply that style during de-flavoring. Use when the user specifies a target tone, audience, or writing persona.
Guard against meaning drift during de-flavor rewrites. Use when rewriting text to sound more natural without adding facts, changing claims, or losing important constraints.
Rebuild specificity, texture, and authorial judgment in a rewrite without inventing facts. Use when text feels abstract, generic, over-smoothed, or full of empty framing.
Retrieves papers the user browsed today, downloads PDFs, generates summaries, and returns an enriched list. Use when the user asks what papers they read today, wants a summary of today's papers, or asks about their recent reading activity.
| name | detect-ai-patterns |
| description | Diagnose formulaic writing patterns and authorial gaps before rewriting. Use when text feels generic, over-smoothed, abstract, or structurally mechanical and you need a targeted edit plan. |
Use this skill at the start of a de-flavoring task.
Its job is not to rewrite. Its job is to identify what makes the text feel generic, unowned, or mechanically produced so later edits can stay targeted.
Use this skill when:
Scan for patterns such as:
Keep the diagnosis short and actionable.
Recommended structure:
main_patterns: the top 2-5 patternsseverity: low / medium / highrewrite_focus: what the next stage should prioritizespecificity_gaps: where the text needs stronger grounding or sharper wordingUse a compact internal instruction shaped like this:
Read the passage and identify the strongest formulaic writing patterns.
Focus on repeated structures, stacked transitions, empty significance claims,
over-smoothing, low-information abstraction, and weak authorial judgment.
Return only the main patterns, a severity level, specificity gaps,
and rewrite priorities.
Do not rewrite yet.