What is Tech Talk Generator?

A technical-talk research and writing agent for CopilotTraining. It creates a comprehensive README.md from web links or written requirements, following a defined template.

Use it to develop technical deep dives and prepare the written content for a tech talk.

It brings research and talk planning into one documented starting point.

How MSBart2/CopilotTraining configures Claude Code

Reuse

Borrowing it

Nothing to install: this file belongs to MSBart2/CopilotTraining. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file

curl -O https://raw.githubusercontent.com/MSBart2/CopilotTraining/main/.github/agents/tech-talk-generator.agent.md

Clone the repo

git clone --depth 1 https://github.com/MSBart2/CopilotTraining

Made for: Claude Code.

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.

README.md

[![agentmods](https://agentmods.dev/badge/agents/msbart2/copilottraining/tech-talk-generator/github.svg)](https://agentmods.dev/agents/msbart2/copilottraining/tech-talk-generator)

Your own site

<a href="https://agentmods.dev/agents/msbart2/copilottraining/tech-talk-generator"><img src="https://agentmods.dev/badge/agents/msbart2/copilottraining/tech-talk-generator/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.

Your own site · 80×15

<a href="https://agentmods.dev/agents/msbart2/copilottraining/tech-talk-generator"><img src="https://agentmods.dev/badge/agents/msbart2/copilottraining/tech-talk-generator.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 71 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.

When invoked 3,648 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 unknown 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.

Model	Per session	Once invoked
Fable 5.1	$0.00071	$0.03648
Opus 5.5	$0.00028	$0.01459
Sonnet 5.5	$0.00014	$0.00730
Haiku 4.5	$0.00007	$0.00365

Measured 7d ago against content hash c774ee3f2ee5, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

Tech Talk Generator 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 7d 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/agents/tech-talk-generator.agent.md · 316 lines

The source is not reproduced here

No licence file

Read it on GitHub

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.

7d ago Changed · +2 lines · +39 tokens per session c774ee3f2ee5
14d ago Changed 4abe37c88b59
1mo ago Changed · -1 lines ae26925a674a
1mo ago Changed · +7 lines b91c976e954e
1mo ago Changed · -2 lines e5c20893a3a7
1mo ago Changed · +24 lines 00e8c1106390
2mo ago First seen · 286 lines · 32 tokens per session scan A 09d290b0173d

Subscribe to this mod's changes

Tech Talk Generator is an agent published in the GitHub repository MSBart2/CopilotTraining (2 stars, last pushed today), with no licence file. It adds 71 tokens to every session and 3,648 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 2026-08-31.

Research Writing and docs

Tech Talk Generator next to 6 agents from other repositories
Mod	Type	Stars	Last push	Licence	Scan	Tokens	Works with
Tech Talk GeneratorMSBart2/CopilotTraining	Agent	2	today	none	A	71	Claude Code
playwright-test-generatormicrosoft/playwright	Agent	99k	yesterday	Apache-2.0	A	151	Claude Code
.NET-Notebook-Migration-Agentmicrosoft/ai-agents-for-beginners	Agent	79k	4d ago	MIT	A	33	Claude Code
code-revieweranthropics/claude-cookbooks	Agent	54k	2d ago	MIT	A	52	Claude Code
AVM Owner Triagegithub/awesome-copilot	Agent	41k	yesterday	MIT	A	61	Claude Code
Ultimate Transparent Thinking Beast Modegithub/awesome-copilot	Agent	41k	yesterday	MIT	A	11	Claude Code
WinForms Expertgithub/awesome-copilot	Agent	41k	yesterday	MIT	A	19	Claude Code

CopilotTraining: Agent for Claude Code