Agent skill

Slci Inspection Incompatibility Analysis

by matlab in matlab/simulink-agentic-toolkit

A skill your agent uses when SLCI code inspection has failed due to compatibility issues and you need to diagnose the incompatibilities.

Custom licenceAuto-check passedDevelopment

Install Slci Inspection Incompatibility Analysis

skills CLI
$ npx skills add matlab/simulink-agentic-toolkit --skill slci-inspection-incompatibility-analysis -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install matlab/simulink-agentic-toolkit slci-inspection-incompatibility-analysis --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/matlab/simulink-agentic-toolkit.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills-catalog/code-generation/slci-inspection-incompatibility-analysis .claude/skills/slci-inspection-incompatibility-analysis && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
slci-inspection-incompatibility-analysis
GitHub stars
1.2k
Token cost
~2.1k tokens
SKILL.md length
1,033 words
Files
3 (incl. references)
Skills in repo
43
Repo updated
First seen
Licence
Custom licence

At a glance

A skill your agent uses when SLCI code inspection has failed due to compatibility issues and you need to diagnose the incompatibilities.

  • Works in 7 steps: Clarify Intent → Locate the Inspection Report → Parse the Inspection Report → …
  • SLCI code inspection has failed due to compatibility issues and you need to diagnose the incompatibilities
  • SKILL.md covers When to Use, When NOT to Use, Workflow and Guardrails
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Slci Inspection Incompatibility Analysis is an agent skill from matlab/simulink-agentic-toolkit. Use when SLCI code inspection has failed due to compatibility issues and you need to diagnose the incompatibilities. Traces inspection failures back to root-cause incompatibility settings or known limitations by matching failed code lines against known incorrect code generation patterns and documented limitation scenarios. Hands off to slci-compatibility-analysis for fixes. Trigger keywords: inspect, inspection failed, trace inspection errors, why did inspection fail, SLCI verification failures, limitation.

Its SKILL.md is about 2.1k tokens, which your agent loads only when the skill is triggered. The skill folder holds 3 other files, including reference files (for example `manifest.yaml` and `references/stateflow_failure_patterns.md`).

It sits in Development, covering Root cause analysis. The repository describes itself as: The Simulink Agentic Toolkit gives your AI agent both the tools and the expertise to work effectively with Simulink and Model-Based Design.

When your agent uses it

  • SLCI code inspection has failed due to compatibility issues and you need to diagnose the incompatibilities
  • Keywords: inspect
  • Inspection failed
  • Trace inspection errors

Example prompts

  • “/slci-inspection-incompatibility-analysis”

Workflow steps

7 steps, taken from the step headings in SKILL.md.

  1. Clarify Intent
  2. Locate the Inspection Report
  3. Parse the Inspection Report
  4. Read the Failed Code Lines
  5. Match Against Incorrect Code Generation Patterns
  6. Cross-Reference with Compatibility Report
  7. Present Results

What it can do on your machine

Read from SKILL.md and the folder at commit c58e6ae. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md (its code samples are matlab).

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Slci Inspection Incompatibility Analysis loads about 2.1k tokens when it runs, and up to ~2.6k if it reads all its reference files. Until then it costs about 138 tokens; SKILL.md has 1,033 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~138
When it runs · the whole SKILL.md, loaded when a task matches
~2.1k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~2.6k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 1,033 words (~2,117 tokens).

“Analyze SLCI code inspection results and trace failures back to compatibility constraint violations or known limitations by matching failed code lines against known incorrect code generation patterns and documented limitation scenarios.”

— opening of SKILL.md by matlab, Custom licence
name
slci-inspection-incompatibility-analysis
license
https://www.mathworks.com/content/dam/mathworks/license/pmrl/license.md
metadata.author
MathWorks
metadata.version
1.0

Read the full SKILL.md on GitHub

Files

SKILL.md and 2 other files (references) in skills-catalog/code-generation/slci-inspection-incompatibility-analysis of matlab/simulink-agentic-toolkit.

  • SKILL.md
  • manifest.yaml
  • references/stateflow_failure_patterns.md

Open the folder on GitHubat commit c58e6ae

Compare with similar skills

Slci Inspection Incompatibility Analysis next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Slci Inspection Incompatibility Analysis compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Slci Inspection Incompatibility Analysis this skillmatlab/simulink-agentic-toolkit1.2k—~2.1kAutomated safety check: PassCustom licence
OpenLogi macOS Permissions TriageAprilNEA/OpenLogi23k—~2.5kAutomated safety check: NotesApache-2.0
Bug Finder for daisyUIsaadeghi/daisyui43k—~2.3kAutomated safety check: PassMIT
Root Cause Debugginggarrytan/gstack136k—~1.4kAutomated safety check: PassMIT
Review PRapache/shardingsphere21k—~6.5kAutomated safety check: PassApache-2.0
Graph-Based Bug Tracingtirth8205/code-review-graph32k1 repos~287Automated safety check: PassMIT

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Categories

Questions about Slci Inspection Incompatibility Analysis

What does Slci Inspection Incompatibility Analysis do?

A skill your agent uses when SLCI code inspection has failed due to compatibility issues and you need to diagnose the incompatibilities. Slci Inspection Incompatibility Analysis is an agent skill from matlab/simulink-agentic-toolkit. Use when SLCI code inspection has failed due to compatibility issues and you need to diagnose the incompatibilities.

When should I use Slci Inspection Incompatibility Analysis?

Slci Inspection Incompatibility Analysis fits situations like: SLCI code inspection has failed due to compatibility issues and you need to diagnose the incompatibilities; keywords: inspect; inspection failed; trace inspection errors.

How do I install Slci Inspection Incompatibility Analysis in Claude Code?

Run `npx skills add matlab/simulink-agentic-toolkit --skill slci-inspection-incompatibility-analysis -a claude-code`. Or copy the skill folder (skills-catalog/code-generation/slci-inspection-incompatibility-analysis in matlab/simulink-agentic-toolkit) into .claude/skills/slci-inspection-incompatibility-analysis in your project. Claude Code loads it when a task matches its description.

How do I install Slci Inspection Incompatibility Analysis in Codex?

Run `npx skills add matlab/simulink-agentic-toolkit --skill slci-inspection-incompatibility-analysis -a codex`. Or copy the skill folder (skills-catalog/code-generation/slci-inspection-incompatibility-analysis in matlab/simulink-agentic-toolkit) into .agents/skills/slci-inspection-incompatibility-analysis in your project. Codex loads it when a task matches its description.

Can I use Slci Inspection Incompatibility Analysis in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add matlab/simulink-agentic-toolkit --skill slci-inspection-incompatibility-analysis -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/slci-inspection-incompatibility-analysis, .gemini/skills/slci-inspection-incompatibility-analysis, .github/skills/slci-inspection-incompatibility-analysis and .opencode/skills/slci-inspection-incompatibility-analysis in your project.

What does Slci Inspection Incompatibility Analysis need to run?

SKILL.md names no scripts, command-line tools or credentials: Slci Inspection Incompatibility Analysis is instructions for the agent only.

Does Slci Inspection Incompatibility Analysis access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Slci Inspection Incompatibility Analysis safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Slci Inspection Incompatibility Analysis use?

Slci Inspection Incompatibility Analysis has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.

How many tokens does Slci Inspection Incompatibility Analysis use?

About 2.1k tokens (SKILL.md is roughly 8.5k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 515 tokens, read only when the agent opens those files.

What are the alternatives to Slci Inspection Incompatibility Analysis?

Skills that share tags, products or a category with Slci Inspection Incompatibility Analysis: OpenLogi macOS Permissions Triage (AprilNEA/OpenLogi, 23k stars), Bug Finder for daisyUI (saadeghi/daisyui, 43k stars), Root Cause Debugging (garrytan/gstack, 136k stars) and Review PR (apache/shardingsphere, 21k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Slci Inspection Incompatibility Analysis?

matlab (a GitHub organization) maintains it in matlab/simulink-agentic-toolkit, which has 1,212 GitHub stars. The repository holds 43 skills in this directory. The repository was last updated on October 7, 2026.

Source: matlab/simulink-agentic-toolkit on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.