Skill Sync Checker logo

Skill Sync Checker

Organization
kanyun-inc
skill-sync-checker

Detects content drift between skill files and their source documents. Helps maintain skills that are derived from other documentation by comparing content and flagging outdated sections.

Overview

Publisherkanyun-inc
Repositoryreskill
Skill nameskill-sync-checker
Stars
60
Forks
2
Bundled files
Instructions only
LicenseMIT
Links
  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • Self-contained

    Everything the model needs lives in the instructions — no extra files to sync.

  • Open source

    Published by kanyun-inc on GitHub. Read the source before you install it.

Installation

Install the Skill Sync Checker AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
    https://github.com/kanyun-inc/reskill/tree/main/skills/skill-sync-checker
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.
2

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills
git clone --depth 1 https://github.com/kanyun-inc/reskill.git /tmp/reskill
mkdir -p .claude/skills
cp -r /tmp/reskill/skills/skill-sync-checker .claude/skills/skill-sync-checker
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Skill Sync Checker in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Skill Sync Checker on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Skill Sync Checker is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

Skill Sync Checker

A utility skill that detects when skill content has drifted from its source documents. Any skill file that includes a <!-- source: path/to/file --> marker can be checked for freshness and updated accordingly.

When to Use This Skill

User-Initiated (Agent Requested)

Use this skill when the user:

  • Asks to check if a skill's content is up to date
  • Has modified source documentation and wants to sync derived skills
  • Is preparing a skill for publishing and wants to verify freshness
  • Asks "is this skill still accurate?" or "has the source changed?"
  • Performs routine maintenance on skills

Auto-Triggered (via Cursor globs)

This skill is automatically injected into context when the user edits README.md (configurable via .cursor/rules/skill-sync-checker.mdc globs).

When auto-triggered, follow this lightweight flow:

  1. Scan skills/**/SKILL.md for <!-- source: ... --> markers referencing the file being edited
  2. If a match is found, briefly remind the user that a skill depends on this file and may need syncing
  3. Do not automatically run the full detection workflow or modify any files — just notify

Example notification:

Note: skills/reskill-usage/SKILL.md is derived from README.md (last synced: 2026-02-12).
If your changes affect CLI commands, options, or usage examples, the skill may need updating.
Run a sync check when you're done editing.

Source Marker Convention

Skill files that are derived from other documents should include source markers as HTML comments at the top of the file (before or after the YAML frontmatter):

markdown
<!-- source: README.md -->
<!-- synced: 2026-02-11 -->

---
name: my-skill
description: ...
---

# My Skill
...

Marker Format

MarkerRequiredDescription
<!-- source: <path> -->YesRelative path to the source file (from project root)
<!-- synced: <date> -->NoISO date of last sync (YYYY-MM-DD)

A file can have multiple source markers if it derives from several documents:

markdown
<!-- source: README.md -->
<!-- source: docs/cli-spec.md -->
<!-- synced: 2026-02-11 -->

Where to Place Markers

  • Place source markers at the very top of the file
  • If the file has YAML frontmatter (---), markers can go before or after it
  • Markers are HTML comments and will not render in the skill content

Detection Workflow

When asked to check a skill for sync status, follow these steps:

Step 1: Find Source Markers

Scan all .md files in the target skill directory. For each file, look for <!-- source: ... --> comments. Files without source markers are original content and can be skipped.

Step 2: Read Source Files

For each source marker, read the referenced file. If the source file does not exist, report it as an error — the source may have been moved or deleted.

Step 3: Compare Content

Compare the skill file against its source document(s). Focus on structural and factual differences, not formatting:

Key things to check:

  • Commands, options, or features mentioned in the source but missing from the skill
  • Commands, options, or features in the skill that no longer exist in the source
  • Changed default values, paths, or configuration formats
  • New sections in the source that should be reflected in the skill
  • Deprecated or removed functionality still mentioned in the skill

Ignore:

  • Minor wording differences (the skill may rephrase for agent consumption)
  • Formatting differences (tables vs lists, heading levels)
  • Content the skill intentionally omits (internal details, development docs)
  • Order of sections

Step 4: Report Results

Present findings in a clear summary:

Sync Check: skills/reskill-usage/SKILL.md
Source: README.md
Last synced: 2026-02-11

Status: ⚠ Out of sync

Differences found:
  1. New command `find` added in source (missing from skill)
  2. Option `--registry` added to `install` command
  3. New agent "Gemini" added to Multi-Agent Support table

Recommendation: Update the skill to reflect these changes.

If everything is in sync:

Sync Check: skills/reskill-usage/SKILL.md
Source: README.md
Last synced: 2026-02-11

Status: ✓ In sync

No significant differences found.

If the <!-- synced: ... --> marker is absent, report "Last synced: unknown":

Sync Check: skills/example/SKILL.md
Source: docs/example-spec.md
Last synced: unknown

Status: ⚠ Out of sync
...

Update Workflow

When differences are detected and the user confirms they want to update:

Step 1: Show Differences

Present each difference with the relevant content from the source file so the user can review what changed.

Step 2: Update Skill Content

After user confirmation, update the skill file to reflect the source changes. Preserve the skill's structure and agent-specific content (When to Use, Workflows, Troubleshooting) — only update the sections that correspond to source material.

Step 3: Update Synced Date

Update the <!-- synced: ... --> marker to today's date:

markdown
<!-- synced: 2026-02-12 -->

Detecting Potentially Relevant New Documents

When checking a skill, also scan the project for new documentation that might be relevant but is not yet tracked:

Heuristic Rules

File PatternLikely RelevantAction
*-spec.md, *-summary.mdYes — user-facing specsSuggest adding as source
README.md, README.*.mdYes — user-facing docsSuggest adding as source
API.md, docs/*.mdYes — user-facing docsSuggest adding as source
CHANGELOG.mdNo — auto-generatedSkip
CONTRIBUTING.mdNo — contributor guideSkip
*-design.mdNo — internal designSkip
*-plan.md, *-implementation-plan.mdNo — internal plansSkip
*-migration-plan.mdNo — internal migrationSkip
*-adaptation.mdNo — internal adaptationSkip

When a potentially relevant new document is found, notify the user:

New document detected: docs/new-feature-spec.md
This looks like a user-facing spec that might be relevant to the skill.
Would you like to review it for inclusion?

Never automatically add new sources or modify skill content without user confirmation.

Example: Checking reskill-usage

Here is a complete example of checking the reskill-usage skill:

User: "Check if the reskill-usage skill is up to date"

Agent steps:
1. Read skills/reskill-usage/SKILL.md
2. Find marker: <!-- source: README.md -->
3. Read README.md
4. Compare commands table, source formats, configuration, etc.
5. Report: "The skill is missing the new `find` command that was
   added to README.md. Would you like me to update it?"

After user confirms:

Agent steps:
1. Add `find` command to the Commands table in SKILL.md
2. Update <!-- synced: 2026-02-12 -->
3. Report: "Updated SKILL.md — added `find` command, synced date
   updated to 2026-02-12"

Batch Checking

To check all skills in a project at once:

User: "Check all skills for sync status"

Agent steps:
1. Find all SKILL.md files in the project (skills/, .cursor/skills/, etc.)
2. For each file with source markers, run the detection workflow
3. Present a summary of all results:

   Sync Check Summary:
     ✓ skills/find-skills/SKILL.md — no source markers (original content)
     ⚠ skills/reskill-usage/SKILL.md — 2 differences found (source: README.md)
     ✓ skills/skill-sync-checker/SKILL.md — no source markers (original content)

Limitations

  • This skill guides the agent through a manual comparison process — it does not run automated diffing tools
  • The agent uses judgment to determine what constitutes a "significant" difference
  • Source markers are a convention, not enforced — files without markers are simply skipped
  • The heuristic rules for new document detection are suggestions, not definitive classifications

Frequently asked questions

What does the Skill Sync Checker AI skill do?

Detects content drift between skill files and their source documents. Helps maintain skills that are derived from other documentation by comparing content and flagging outdated sections.

Why use Skill Sync Checker on TypingMind?

Because you install it once and use it with any model. Skill Sync Checker is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Skill Sync Checker in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/kanyun-inc/reskill/tree/main/skills/skill-sync-checker. TypingMind reads its SKILL.md and installs it as a skill you can enable per chat.

Which AI models can use Skill Sync Checker?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Skill Sync Checker?

As many as you like. As long as a model supports skills, you can use Skill Sync Checker with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Skill Sync Checker AI skill free?

Yes. It is published on GitHub by kanyun-inc under the MIT license. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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