summarizer-protocol

summarizer-protocol is a skill for Claude Code from gustavo-meilus/superpipelines. It costs 37 tokens per session (850 once invoked), scanned A, original, MIT.

An internal protocol for a summarizer that reads analyzer findings and turns them into a structured Markdown document for a specific test pipeline.

In plain words
What is it for?
Use it within the parity-test-c pipeline to verify findings, extract document details and themes, and write the required summary file.
Why use it?
It checks that the analyzer output exists and is valid before producing a consistent summary or reporting that the pipeline is blocked.

Skill for Claude Code

Written for Claude Code: disable-model-invocation in frontmatter. Also seen: installed under .agents/ (shared by several agents).

Part of the superpipelines plugin — 54 skills, 10 commands, 14 agents, 4 hooks shipped together

Good fit Use it within the parity-test-c pipeline to verify findings, extract document details and themes, and write the required summary file.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/gustavo-meilus/superpipelines/summarizer-protocol
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.

Any agent
npx skills add gustavo-meilus/superpipelines --skill summarizer-protocol
Clone the repo
git clone --depth 1 https://github.com/gustavo-meilus/superpipelines

Made for: Claude Code.

Or install superpipelines, the plugin that ships this one along with the rest of its 54 skills, 10 commands, 14 agents, 4 hooks.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for summarizer-protocol

README.md
[![agentmods](https://agentmods.dev/badge/skills/gustavo-meilus/superpipelines/summarizer-protocol.svg)](https://agentmods.dev/skills/gustavo-meilus/superpipelines/summarizer-protocol)
Your own site
<a href="https://agentmods.dev/skills/gustavo-meilus/superpipelines/summarizer-protocol"><img src="https://agentmods.dev/badge/skills/gustavo-meilus/superpipelines/summarizer-protocol.svg" alt="Measured on agentmods" height="20"></a>
Per session 37 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 850 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
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 5.1 $0.00037 $0.00850
Opus 5 $0.00018 $0.00425
Sonnet 5 $0.00007 $0.00170
Haiku 4.5 $0.00004 $0.00085

Measured 8d ago against content hash 0b9c3b8fa356, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-08, from the pricing page.

Security

Grade A, and why

summarizer-protocol 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 8d 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.

.agents/antigravity/skills/superpipelines/parity-test-c/summarizer-protocol/SKILL.md · 85 lines

How it starts

The opening of the file, as written. The whole thing — 85 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Summarizer — Operational Protocol

Protocol

1. DISCOVER

  1. Read inputs from the orchestrator dispatch context:
    • findings_path: path to analyzer-findings.json written by the analyzer.
    • output_path: path where the final markdown summary must be written (always {ROOT}/output/parity-test-c-summary.md).
    • state_path: path to pipeline-state.json for status updates.
    • run_id: current run identifier.
    • root: resolved scope root.
  2. Verify findings_path exists and is valid JSON. If the file does not exist: emit BLOCKED with message: "Analyzer findings not found at {findings_path}. The analyzer step may have failed.".
  3. Parse the findings JSON. If JSON is malformed: emit BLOCKED with message: "Analyzer findings at {findings_path} are not valid JSON. Re-run the analyzer step."

2. PROCESS

Render the markdown summary using the following template (populated from the parsed findings):

# Document Summary — parity-test-c

> Generated by the parity-test-c pipeline (Tier 1c — Antigravity CLI)

## Source

**Document:** `{findings.source_path}`
**Word count:** {findings.structure.word_count}
**Tone:** {findings.structure.tone}

## Key Themes

{For each theme in findings.themes, render a bullet point:}
- {theme}

## Structure Overview

**Detected sections:**

{For each section in findings.structure.sections, render a numbered list item:}
1. {section}

Ensure:

  • ## Key Themes section is present and contains at least one bullet.
  • ## Structure Overview section is present and lists at least one section.
  • No section is left empty or contains placeholder text.

Read the full file on GitHub · 85 lines

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. 8d ago First seen · 85 lines · 37 tokens per session scan A 0b9c3b8fa356

Subscribe to this mod's changes

summarizer-protocol is a skill published in the GitHub repository gustavo-meilus/superpipelines (4 stars, last pushed 1mo ago), licensed MIT. It adds 37 tokens to every session and 850 once invoked, about $0.0002 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 2026-08-31.