Agent skill

Gf Summary

by codejunkie99 in codejunkie99/Gateflow-Plugin

Summarize Verilator, lint, or simulation output into a readable, actionable format.

Custom licenceAuto-check passedDevelopment

Install Gf Summary

skills CLI
$ npx skills add codejunkie99/Gateflow-Plugin --skill gf-summary -a claude-code

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

GitHub CLI
$ gh skill install codejunkie99/Gateflow-Plugin gf-summary --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/codejunkie99/Gateflow-Plugin.git skills-src && mkdir -p .claude/skills && cp -r skills-src/plugins/gateflow/skills/gf-summary .claude/skills/gf-summary && 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
gf-summary
GitHub stars
117
Token cost
~526 tokens
SKILL.md length
77 words
Files
1
Skills in repo
26
Repo updated
First seen
Licence
Custom licence

At a glance

Summarize Verilator, lint, or simulation output into a readable, actionable format.

  • The user wants to understand build output
  • SKILL.md covers Instructions, Trigger Patterns, Example and Usage
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
  • Simulation results from a Verilator

What it does

Gf Summary is an agent skill from codejunkie99/Gateflow-Plugin. Summarize Verilator, lint, or simulation output into a readable, actionable format. Use when the user wants to understand build output, lint errors, or simulation results from a Verilator or EDA tool run.

Its SKILL.md is about 530 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in Development, covering Linting and formatting. The repository describes itself as: AI-powered SystemVerilog development assistant — design, verify, debug, and deliver working RTL with natural language.

When your agent uses it

  • The user wants to understand build output
  • Simulation results from a Verilator

Example prompts

  • “/gf-summary”

What it can do on your machine

Read from SKILL.md and the folder at commit bf7e94c. 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 bash).

    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

Gf Summary loads about 526 tokens when it runs. Until then it costs about 54 tokens; SKILL.md has 77 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~54
When it runs · the whole SKILL.md, loaded when a task matches
~526

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 77 words (~526 tokens).

name
gf-summary
user-invocable
true
triggers
summarize lint output, summarize Verilator output, what do these errors mean, parse build output, summarize simulation results, explain these lint warnings…

Read the full SKILL.md on GitHub

Files

Just SKILL.md in plugins/gateflow/skills/gf-summary of codejunkie99/Gateflow-Plugin.

Open the folder on GitHubat commit bf7e94c

Compare with similar skills

Gf Summary 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.

Gf Summary compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Gf Summary this skillcodejunkie99/Gateflow-Plugin117—~526Automated safety check: PassCustom licence
Install Anti-Slop Oxlint Rulesdmmulroy/anti-slop5.2k—~2.2kAutomated safety check: PassMIT
Babysit PR To Pass CIsgl-project/sglang37k2 repos~3kAutomated safety check: PassApache-2.0
Rust Best Practicesfarm-fe/farm5.6k3 repos~1.1kAutomated safety check: PassMIT
Go Pedantrychromedp/chromedp13k—~3.7kAutomated safety check: PassMIT
Kedro Babysitkedro-org/kedro11k—~4kAutomated safety check: PassCustom licence

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All 26 skills in this repo
  • Gf Architect

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  • Gf Router

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Categories

Questions about Gf Summary

What does Gf Summary do?

Summarize Verilator, lint, or simulation output into a readable, actionable format. Gf Summary is an agent skill from codejunkie99/Gateflow-Plugin. Summarize Verilator, lint, or simulation output into a readable, actionable format.

When should I use Gf Summary?

Gf Summary fits situations like: the user wants to understand build output; simulation results from a Verilator.

How do I install Gf Summary in Claude Code?

Run `npx skills add codejunkie99/Gateflow-Plugin --skill gf-summary -a claude-code`. Or copy the skill folder (plugins/gateflow/skills/gf-summary in codejunkie99/Gateflow-Plugin) into .claude/skills/gf-summary in your project. Claude Code loads it when a task matches its description.

How do I install Gf Summary in Codex?

Run `npx skills add codejunkie99/Gateflow-Plugin --skill gf-summary -a codex`. Or copy the skill folder (plugins/gateflow/skills/gf-summary in codejunkie99/Gateflow-Plugin) into .agents/skills/gf-summary in your project. Codex loads it when a task matches its description.

Can I use Gf Summary 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 codejunkie99/Gateflow-Plugin --skill gf-summary -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/gf-summary, .gemini/skills/gf-summary, .github/skills/gf-summary and .opencode/skills/gf-summary in your project.

What does Gf Summary need to run?

SKILL.md names no scripts, command-line tools or credentials: Gf Summary is instructions for the agent only.

Does Gf Summary 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 Gf Summary 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 Gf Summary use?

Gf Summary 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 Gf Summary use?

About 526 tokens (SKILL.md is roughly 2.1k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Gf Summary?

Skills that share tags, products or a category with Gf Summary: Install Anti-Slop Oxlint Rules (dmmulroy/anti-slop, 5.2k stars), Babysit PR To Pass CI (sgl-project/sglang, 37k stars), Rust Best Practices (farm-fe/farm, 5.6k stars) and Go Pedantry (chromedp/chromedp, 13k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Gf Summary?

codejunkie99 (a GitHub user) maintains it in codejunkie99/Gateflow-Plugin, which has 117 GitHub stars. The repository holds 26 skills in this directory. The repository was last updated on September 16, 2026.

Source: codejunkie99/Gateflow-Plugin on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.