SkillsAdd

smithery.ai

incoherence

Detect and resolve incoherence in documentation, code, specs vs implementation.

First seen Mar 24, 2026

Installation

$ npx skills add https://smithery.ai
View on skills.sh ↗ Website ↗

Similar popular skills

Related neighbors and high-traction skills in the same topics — useful to compare before installing.

azure-ai Same topic
microsoft/azure-skills

Use for Azure AI: Search, Speech, OpenAI, Document Intelligence. Helps with search, vector/hybr…

568.2K installs
azure-rbac Same topic
microsoft/azure-skills 489K installs
pptx Same topic
anthropics/skills

Use this skill any time a .pptx or .potx file is involved in any way — as input, output, or bot…

216.8K installs
pdf Same topic
anthropics/skills

Use this skill whenever the user wants to do anything with PDF files. This includes reading or …

192.4K installs
docx Same topic
anthropics/skills

Use this skill whenever the user wants to create, read, edit, or manipulate Word documents (.do…

184.5K installs
xlsx Same topic
anthropics/skills

Use this skill any time a spreadsheet file is the primary input or output. This means any task …

165K installs

Also in this package

Other skills from smithery.ai · top by installs.

npx skills add https://smithery.ai
smithery-ai-cli 7.8K frontend-design 6.2K skill-creator 2.5K ck:ui-ux-pro-max 1.3K pdf 1.2K xlsx 966 pptx 894 docx 884 webapp-testing 1 web-design-reviewer 657

Browse all from smithery.ai

More details

Agent compatibility

Declared targets from SKILL.md / docs. Unmarked agents are not listed — the skill may still install via the CLI.

Claude Code Declared
Cursor Not declared
Codex Not declared
GitHub Copilot Not declared
Windsurf Not declared
Gemini CLI Not declared
Cline Not declared
OpenCode Not declared

Skill metadata

Parsed from SKILL.md frontmatter.

Declared agents claude-code

Package contents

Files included with this skill beyond the listing page.

  • skill md SKILL.md 1,136 B
  • docs SUMMARY.md 98 B

History

  1. First seen on skills.sh
  2. First recorded snapshot · 2 installs

SKILL.md

Incoherence Detector

When this skill activates, IMMEDIATELY invoke the script. The script IS the workflow.

Invocation

<invoke working-dir=".claude/skills/scripts" cmd="python3 -m skills.incoherence.incoherence --step-number 1 --thoughts '<context>'" />

Argument Required Description
--step-number Yes Current step (starts at 1)
--thoughts Yes Accumulated state from all previous steps

Do NOT explore or detect first. Run the script and follow its output.

Workflow Phases

  1. Detection (steps 1-12): Survey codebase, explore dimensions, verify

candidates

  1. Resolution (steps 13-15): Present issues via AskUserQuestion, collect

user decisions

  1. Application (steps 16-21): Apply resolutions, present final report

Resolution is interactive - user answers structured questions inline. No manual file editing required.