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Official agent skill

Sergo Examples

by github in github/gh-aw

Optional Sergo examples for cache formats and reporting templates.

OfficialMITAuto-check passed

Install Sergo Examples

skills CLI
$ npx skills add github/gh-aw --skill sergo-examples -a claude-code

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

GitHub CLI
$ gh skill install github/gh-aw sergo-examples --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/github/gh-aw.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.github/skills/sergo-examples .claude/skills/sergo-examples && 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
sergo-examples
GitHub stars
5.3k
Token cost
~437 tokens
SKILL.md length
33 words
Files
1
Skills in repo
52
Repo updated
First seen
Licence
MIT

At a glance

Optional Sergo examples for cache formats and reporting templates.

  • SKILL.md covers Example: cached tools snapshot, Example: strategy history…, Example: task template and Example: discussion structure
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Sergo Examples is an agent skill from github/gh-aw, published by the product's own GitHub organization. Optional Sergo examples for cache formats and reporting templates.

Its SKILL.md is about 440 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

The repository describes itself as: GitHub Agentic Workflows. The licence is MIT.

Example prompts

  • “/sergo-examples”

What it can do on your machine

Read from SKILL.md and the folder at commit eb63040. 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 json and markdown).

    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

Sergo Examples loads about 437 tokens when it runs. Until then it costs about 20 tokens; SKILL.md has 33 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~20
When it runs · the whole SKILL.md, loaded when a task matches
~437

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

The full file from github/gh-aw at commit eb63040, republished under its MIT licence (© github). 33 words, ~437 tokens.

Download SKILL.mdSave it as .claude/skills/sergo-examples/SKILL.md (or your agent's skills folder).
name
sergo-examples
description
Optional Sergo examples for cache formats and reporting templates.

Use this skill only when Sergo needs concrete format examples.

Example: cached tools snapshot

json
{
  "last_updated": "2026-01-15T12:00:00Z",
  "tools": [
    {"name": "tool-name-1", "description": "..."},
    {"name": "tool-name-2", "description": "..."}
  ]
}

Example: strategy history entries

json
{"date": "2026-01-14", "strategy": "symbol-analysis", "tools": ["find-symbol", "get-definition"], "findings": 3, "tasks_created": 2, "success_score": 8}
{"date": "2026-01-13", "strategy": "type-inspection", "tools": ["get-hover", "get-type"], "findings": 5, "tasks_created": 3, "success_score": 9}

Example: task template

markdown
### Task [N]: [Short Title]

**Issue Type**: [Symbol Analysis / Type Inspection / etc.]
**Problem**: [Clear description]
**Location(s)**: [file paths and line references]
**Impact**: Severity, affected files, risk
**Recommendation**: [Specific fix]
**Validation**: Existing tests, Serena verification, related-pattern check, docs if needed
**Estimated Effort**: [Small/Medium/Large]

Example: discussion structure

Follow the reporting skill (headers ###+, <details> for long sections):

markdown
### 🔬 Sergo Report: [Strategy Name]

**Date**: [YYYY-MM-DD]
**Strategy**: [Name]
**Success Score**: [X/10]

### Executive Summary
### 🛠️ Serena Tools Update
### 📊 Strategy Selection
### 🔍 Analysis Execution

<details>
<summary><b>📋 Detailed Findings</b></summary>
</details>

### ✅ Improvement Tasks Generated
### 📈 Success Metrics

<details>
<summary><b>📊 Historical Context</b></summary>
</details>

### 🎯 Recommendations
### 🔄 Next Run Preview

© github, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

Just SKILL.md in .github/skills/sergo-examples of github/gh-aw.

Open the folder on GitHubat commit eb63040

Compare with similar skills

Sergo Examples 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.

Sergo Examples compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Sergo Examples this skillgithub/gh-aw5.3k—~437Automated safety check: PassMIT
Reportmicrosoft/data-formulator18k—~1.5kAutomated safety check: PassMIT
Prompt Cachingdavila7/claude-code-templates32k5 repos~452Automated safety check: PassMIT
Turborepo Cachingwshobson/agents40k8 repos~2kAutomated safety check: NotesMIT
OmniRoute LLM Cachediegosouzapw/OmniRoute74k1 repos~529Automated safety check: PassMIT
Cachingzebbern/claude-code-guide4.6k—~1.5kAutomated safety check: PassMIT

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Questions about Sergo Examples

What does Sergo Examples do?

Optional Sergo examples for cache formats and reporting templates. Sergo Examples is an agent skill from github/gh-aw, published by the product's own GitHub organization. Optional Sergo examples for cache formats and reporting templates.

How do I install Sergo Examples in Claude Code?

Run `npx skills add github/gh-aw --skill sergo-examples -a claude-code`. Or copy the skill folder (.github/skills/sergo-examples in github/gh-aw) into .claude/skills/sergo-examples in your project. Claude Code loads it when a task matches its description.

How do I install Sergo Examples in Codex?

Run `npx skills add github/gh-aw --skill sergo-examples -a codex`. Or copy the skill folder (.github/skills/sergo-examples in github/gh-aw) into .agents/skills/sergo-examples in your project. Codex loads it when a task matches its description.

Can I use Sergo Examples 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 github/gh-aw --skill sergo-examples -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/sergo-examples, .gemini/skills/sergo-examples, .github/skills/sergo-examples and .opencode/skills/sergo-examples in your project.

What does Sergo Examples need to run?

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

Does Sergo Examples 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 Sergo Examples 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 Sergo Examples use?

Sergo Examples is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Sergo Examples use?

About 437 tokens (SKILL.md is roughly 1.7k 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 Sergo Examples?

Skills that share tags, products or a category with Sergo Examples: Report (microsoft/data-formulator, 18k stars), Prompt Caching (davila7/claude-code-templates, 32k stars), Turborepo Caching (wshobson/agents, 40k stars) and OmniRoute LLM Cache (diegosouzapw/OmniRoute, 74k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Sergo Examples?

github (a GitHub organization, an official publisher) maintains it in github/gh-aw, which has 5,350 GitHub stars. The repository holds 52 skills in this directory. The repository was last updated on October 7, 2026.

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