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.
npx skills add FlorianBruniaux/claude-code-plugins --skill stage-6-revisiongit clone --depth 1 https://github.com/FlorianBruniaux/claude-code-pluginsWrote 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.
[](https://agentmods.dev/skills/florianbruniaux/claude-code-plugins/stage-6-revision)<a href="https://agentmods.dev/skills/florianbruniaux/claude-code-plugins/stage-6-revision"><img src="https://agentmods.dev/badge/skills/florianbruniaux/claude-code-plugins/stage-6-revision.svg" alt="Measured on agentmods" height="20"></a>- NVIDIA SkillSpector pass
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.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00070 | $0.01688 |
| Opus 5 | $0.00035 | $0.00844 |
| Sonnet 5 | $0.00014 | $0.00338 |
| Haiku 4.5 | $0.00007 | $0.00169 |
Grade A, and why
talk-stage6-revision 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.
How it starts
The opening of the file, as written. The whole thing — 229 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Talk Stage 6: Revision
Produces revision sheets usable during and after the talk. Quick navigation by act, master concept table with URLs to share, Q&A cheat-sheet, and glossary.
When to Use This Skill
- After Stage 5 (Script), which provides pitch + slides
- Before a talk where Q&A is expected
- To create a shareable resource for attendees
What This Skill Does
- Reads all inputs: pitch + slides + concepts (+ timeline if available)
- Extracts navigation: table of contents with anchors per act
- Rebuilds by act: key concepts + metrics + anecdotes + probable Q&A
- Builds master table: all concepts + definitions + URLs
- Builds Q&A cheat-sheet: 6-10 questions + short answers + links
- Builds glossary: technical terms from the talk
- Lists external resources
- Assembles and saves
Input
talks/{YYYY}-{slug}-pitch.md(required)talks/{YYYY}-{slug}-slides.md(required)talks/{YYYY}-{slug}-concepts.md(required)talks/{YYYY}-{slug}-timeline.md(optional, for metrics accuracy)
Output
talks/{YYYY}-{slug}-revision-sheets.md
Output Format
# Revision Sheets: {title}
**Date**: {date} · **Talk duration**: {n} min + {n} min Q&A
**Purpose**: Someone asks a question -> find the section -> share the URL in 5 seconds
---
## Quick navigation
| Section | Content |
|---------|---------|
| [Act 1](#act-1) | {1-line summary} |
| [Act 2](#act-2) | {1-line summary} |
| [Act 3](#act-3) | {1-line summary} |
| [Act 4](#act-4) | {1-line summary} |
| [Act 5](#act-5) | {1-line summary} |
| [Conclusion](#conclusion) | {1-line summary} |
| [Master Table](#master-table) | All concepts + URLs |
| [Q&A Cheat-sheet](#qa-cheat-sheet) | {n} anticipated questions + answers |
| [Resources](#external-resources) | Links mentioned in the talk |
---
## ACT 1: {Title} (Slides 1-{n})
**~{n} min · {period or context}**
### Key concepts
| Concept | Short definition | URL to share |
|---------|-----------------|--------------|
| **{Concept}** | {1-2 concrete sentences} | {URL or "no direct link"} |
...
### Metrics to know
{Metrics as code block, one per line, format: value -> context}
### Storytelling / Anecdotes
- **{Anecdote name}**: "{Quote or summary}"
### Probable Q&A for Act {n}
| Question | Short answer |
|----------|-------------|
| "{probable question}" | {direct answer, 2-3 sentences max} |
---
[Repeat for each act]
---
## Conclusion (Slides {n}-{n})
**~{n} min**
### Summary metrics (the big numbers)
{All summary metrics, one per line}
### {N} actions for Monday (if applicable)
1. **{Action 1}**: {description + why}
2. **{Action 2}**: {description + why}
3. **{Action 3}**: {description + why}
---
## Master Table: Concept -> Definition -> URL to share
**The core deliverable. Every technical concept from the talk.**
| Concept | Definition (1-2 sentences) | Slide | URL to share | Notes |
|---------|--------------------------|-------|--------------|-------|
| **{Concept}** | {precise, concise definition} | {n} | {URL or "pure storytelling"} | {guide section if applicable} |
...
---
## Q&A Cheat-sheet
**The {n} most probable questions + short answers + URL to send**
---
### Q1: "{Question}"
**Short answer**:
{Answer in 3-5 bullets}
**To go further**:
- {Link 1 with context}
- {Link 2 with context}
---
[Q2 through Q{n}: same structure]
---
## External Resources Mentioned in the Talk
### Priority URLs to share
| Resource | URL | Context |
|----------|-----|---------|
| **{Resource}** | `{url}` | {why it's important} |
...
### Studies and external sources (if applicable)
| Source | URL | How used in the talk |
|--------|-----|---------------------|
| **{Source}** | `{url}` | {how it's cited} |
---
## Quick Glossary (memory aid if you blank)
| Term | Ultra-short definition |
|------|----------------------|
| {term} | {10 words max} |
...
---
*Generated {date}. Source: slides, concepts, pitch.*
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.
- 8d ago First seen · 229 lines · 70 tokens per session scan A 1f60e70b5430
talk-stage6-revision is a skill published in the GitHub repository FlorianBruniaux/claude-code-plugins (40 stars, last pushed 6d ago), licensed MIT. It adds 70 tokens to every session and 1,688 once invoked, about $0.0003 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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