simplify-writing
Normalize written knowledge by eliminating redundancy, centralizing canonical descriptions, and surfacing contradictions.
Skill by drlove2002
Install
Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.
npx agentmarket install skill/drlove2002-simplify-writing
Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.
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About
Use cases: writing
Reviews
Write a reviewNo reviews yet. Installed it? Reviews come from verified installers only. How reviews work
Permissions
What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.
- Tools
- No tools found
- Secrets
- None asked for
- Install scripts
- None found
Network hosts it talks to 1
codeload.github.com· found in install command
Files it touches
~/.claude/skills/simplify-writing
What's inside
- Skill name
simplify-writing- Description
- Normalize written knowledge by eliminating redundancy, centralizing canonical descriptions, and surfacing contradictions. Use when the user wants to simplify, deduplicate, or optimize written content — docs, rules, memories, specs, or any collection of text files. Triggered by phrases like "simplify writing," "deduplicate," "normalize docs," "optimize knowledge," "eliminate redundancy."
- License
- MIT
- Instructions
- 62 lines in SKILL.md · view on GitHub
Files (1)
- SKILL.md
SKILL.md (first lines)
# Simplify Writing Normalize written knowledge the way databases normalize data. One canonical fact, one location. Everything else links. ## Process ### 1. Scan Read every file in the target directory tree. Build a complete map of what exists and where. ### 2. Find duplicates Compare every section, rule, checklist, definition, and example across all files. A duplicate is any two passages that convey the same meaning, even with different wording. Flag exact duplicates, near-duplicates, and the same concept described in multiple places. ### 3. Centralize For each duplicated concept, pick one canonical home. Decision rules: - The file closest to the main index/entry point wins - If one version is more detailed, that one becomes canonical - If one is referenced by other files, that's likely the canonical location - When no clear winner: present options to the user Delete all other copies. Replace each deleted copy with a link to the canonical location. ### 4. Find contradictions Compare every rule, prohibition, and guideline across files. A contradiction is any pair where one says "do X" and another says "don't do X" or "do Y instead." Also catch: rule A permits something rule B forbids, absolute vs. qualified versions of the same rule, examples that violate the rules they illustrate. **Never auto-resolve contradictions.** Present them to the user as a table: ``` | File A | Says | File B | Says | Conflict | |--------|------|--------|------|----------| | ... | ... | ... | ... | ... | ``` Let the user decide which version wins. ### 5. Remove dead references After centralizing, check all links. Fix any that point to deleted sections. Remove any "see also" that now points to nothing. ### 6. Verify Re-read the entry point file. Walk every link. Confirm each concept appears exactly once. ## Scope Text only. Source code, config files, and data files are out of scope. Treat code blocks inside text files as opaque — don't analyze them for duplication. ## Output After each pass, report: - Files scanned - Duplicate sets found and where they were collapsed - Canonical locations chosen (and why) - Contradictions found (never resolved — only reported) - Dead links removed
From drlove2002/ai-config, MIT.
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- 0.479score
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plan
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Turn conversation context into a Product Requirements Document (PRD) and break it down into independently-grabbable tracking issues.
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Surgical recovery from production regressions caused by agent-introduced bugs.
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refactor
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Improve existing code through inspection, simplification, and testing.
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readability
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Examine and improve code holistically — structure, naming, readability, API design, performance, and file organization.
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commit
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Automate the workflow of grouping unstaged changes or squashing unpushed commits into logical, high-quality conventional commits.
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Signals
- Stars
- 0
- Forks
- 0
- Open issues
- 0
- Last commit (this folder)
- Jun 11, 2026 (4 months ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- MIT
- Repository
- github.com/drlove2002/ai-config
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
More from drlove2002
- 0.479score
web-test
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Browser automation via agent-browser CLI for testing pages, debugging, performance audits, visual review, accessibility checks, and interaction testing.
SkillCFreshness: CClaude Code +9 - 0.479score
simplify-code
drlove2002
Review uncommitted changes, unpushed commits, or a provided git diff range with a reuse-first simplification lens.
SkillCFreshness: CClaude Code +9 - 0.474score
design
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Design interfaces and domain models.
SkillCFreshness: CClaude Code +9 - 0.474score
add-model
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Test availability, benchmark speed, and add a new model to any OpenAI-compatible provider in models.json.
SkillCFreshness: CClaude Code +9 - 0.474score
plan
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Turn conversation context into a Product Requirements Document (PRD) and break it down into independently-grabbable tracking issues.
SkillCFreshness: CClaude Code +9 - 0.474score
docs
drlove2002
Look up documentation for any library, framework, or product concept.
SkillCFreshness: CClaude Code +9
Cite this page
simplify-writing skill. Agent Mart. https://agentmart.dev/skills/drlove2002-simplify-writing (last updated 2026-10-24)