talk-pipeline

talk-pipeline is a skill for Claude Code from FlorianBruniaux/claude-code-plugins. It costs 66 tokens per session (1,537 once invoked), scanned A, original, MIT.

A workflow that prepares a complete technical talk from source material through summaries, research, positioning, and revision sheets, with pauses for feedback.

In plain words
What is it for?
Use it for experience-based talks supported by code or Git history, or for conceptual talks based on articles, ideas, and notes.
Why use it?
It gives talk preparation a sequence and keeps important decisions under the speaker's control.

Skill for Claude Code

Written for Claude Code: allowed-tools in frontmatter. Also seen: names the AskUserQuestion tool.

Part of the ai-methodology plugin — 19 skills, 1 agent, 1 hook shipped together

Good fit Use it for experience-based talks supported by code or Git history, or for conceptual talks based on articles, ideas, and notes.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/florianbruniaux/claude-code-plugins/orchestrator
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 FlorianBruniaux/claude-code-plugins --skill orchestrator
Clone the repo
git clone --depth 1 https://github.com/FlorianBruniaux/claude-code-plugins

Made for: Claude Code.

Or install ai-methodology, the plugin that ships this one along with the rest of its 19 skills, 1 agent, 1 hook.

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 talk-pipeline

README.md
[![agentmods](https://agentmods.dev/badge/skills/florianbruniaux/claude-code-plugins/orchestrator/github.svg)](https://agentmods.dev/skills/florianbruniaux/claude-code-plugins/orchestrator)
Your own site
<a href="https://agentmods.dev/skills/florianbruniaux/claude-code-plugins/orchestrator"><img src="https://agentmods.dev/badge/skills/florianbruniaux/claude-code-plugins/orchestrator/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for talk-pipeline

Your own site · 80×15
<a href="https://agentmods.dev/skills/florianbruniaux/claude-code-plugins/orchestrator"><img src="https://agentmods.dev/badge/skills/florianbruniaux/claude-code-plugins/orchestrator.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 66 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,537 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. Third-party audits
  • NVIDIA SkillSpector warn 7 Sept 2026
SkillSpector: 1 finding, up to high

These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →

  • high Data Exfiltration · line 44
    Code or instructions that leak agent conversation context to external services, potentially exposing sensitive user interactions.
    Fix: Remove any code that sends prompts, responses, or session data externally. Preserve user privacy; never exfiltrate conversation content.
How audits are shown
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 $0.00066 $0.01537
Opus 5.5 $0.00026 $0.00615
Sonnet 5.5 $0.00013 $0.00307
Haiku 4.5 $0.00007 $0.00154

Measured yesterday against content hash 00f7ea27165b, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

talk-pipeline 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 yesterday.

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.

plugins/ai-methodology/skills/talk-pipeline/orchestrator/SKILL.md · 171 lines

How it starts

The opening of the file, as written. The whole thing — 171 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Talk pipeline orchestrator

Orchestrates the complete talk preparation pipeline from raw material to revision sheets. Can run the full pipeline or a single isolated stage.

Modes

  • --rex: REX talk with git/code proof (changelog, commits, measured metrics)
  • --concept: Conceptual talk from article, ideas, notes (skips Stage 2)

Usage

/talk-pipeline                          # full pipeline, asks for context
/talk-pipeline --stage=extract          # run a single isolated stage
/talk-pipeline --rex                    # REX mode (git archaeology included)
/talk-pipeline --concept                # Concept mode (skip research)
/talk-pipeline --rex --slug=my-talk --event="Conf 2026" --date=2026-06-15 --duration=30

Context collection

Ask with AskUserQuestion if not provided:

- slug         : kebab-case identifier (e.g., my-talk-topic)
- event        : event name (e.g., Conf 2026, Tech Meetup)
- date         : talk date (YYYY-MM-DD)
- duration     : duration in minutes (e.g., 30)
- audience     : audience profile (e.g., senior devs, tech leads, non-tech)
- type         : --rex or --concept
- source_path  : path to source material (article .mdx, transcript .md, notes)
- repo_path    : (REX only) path to git repository for archaeology

Workflow

  1. Collect context using AskUserQuestion for required metadata
  2. Route by mode (--rex vs --concept, skip Stage 2 if concept)
  3. Run Stage 1 (/talk-stage1-extract, always first)
  4. Run Stages 2-4 in parallel (after Stage 1 confirmed)
    • REX: extract -> research + concepts + position (in parallel)
    • Concept: extract -> concepts + position (in parallel, skip research)
  5. CHECKPOINT: wait for angle + title choice (Stage 4 output)
  6. Run Stage 5 (/talk-stage5-script with validated choice)
  7. Run Stage 6 (/talk-stage6-revision)
  8. Final summary: list all generated files with their paths

Dependency graph

         extract (Stage 1)
               |
    +----------+-----------+
    v          v           v
research    concepts   position
(Stage 2)   (Stage 3)  (Stage 4)
[--rex only]            [CHECKPOINT]
    |          |           |
    +----------+-----------+
               v
          script (Stage 5)
               |
               v
         revision (Stage 6)

Read the full file on GitHub · 171 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. yesterday Changed 00f7ea27165b
  2. 2mo ago First seen · 171 lines · 66 tokens per session scan A c3966e58849e

Subscribe to this mod's changes

talk-pipeline is a skill published in the GitHub repository FlorianBruniaux/claude-code-plugins (43 stars, last pushed yesterday), licensed MIT. It adds 66 tokens to every session and 1,537 once invoked, about $0.0003 per session on Opus 5.5. 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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