sergo-examples

A reference skill with example data formats and report templates for Sergo, a tool for inspecting code and planning code tasks.

In plain words
What is it for?
Use it to format cached tool snapshots, strategy history, analysis tasks, and Sergo reports.
Why use it?
It gives the agent concrete examples when the required cache, history, task, or report format is unclear.

Skill for Claude CodeCodex

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

agentmods
npx agentmods add skills/github/gh-aw/sergo-examples
Any agent
npx skills add github/gh-aw --skill sergo-examples
Clone the repo
git clone --depth 1 https://github.com/github/gh-aw

Made for: Claude Code, Codex.

Per session 16 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 479 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5 $0.00016 $0.00479
Opus 5 $0.00008 $0.00239
Sonnet 5 $0.00003 $0.00096
Haiku 4.5 $0.00002 $0.00048

Measured 2d ago against content hash 2c7d931397de, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

sergo-examples scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

.github/skills/sergo-examples/SKILL.md · 71 lines

What it actually says

Use this skill only when Sergo needs concrete format examples.

Example: cached tools snapshot

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

Example: strategy history entries

{"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

### 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):

### 🔬 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
Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 2d ago First seen · 71 lines · 16 tokens per session scan A 2c7d931397de

Subscribe to this mod's changes

sergo-examples is a skill published in the GitHub repository github/gh-aw (5,050 stars, last pushed 2d ago), licensed MIT. It adds 16 tokens to every session and 479 once invoked, about $0.0001 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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