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lai-summarize SKILL.md skillA

lai-summarize from lattifai/lattifai-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned

mdr add lattifai/lattifai-skills/lai-summarize@git:20260428.4ab9c84

Pins git:20260428.4ab9c84 in mdr.lock. Pin the fingerprint instead.

Audit grade: A, 17 of 17 checks passed
Kind: SKILL.md skill
Repository: lattifai/lattifai-skills
Path: skills/lai-summarize/SKILL.md
Versions recorded: 5
Latest version: git:20260428.4ab9c84, committed Apr 28, 2026
First version recorded: Apr 12, 2026
Size: 5,564 bytes
Repository stars: 32
License: MIT

Summarize a transcript, podcast, or long caption file into structured markdown (TL;DR, chapters with timestamps, quotes, entities). **Primary path uses this session's LLM directly — no API key, no model config.** Trigger on "summarize", "生成摘要", "总结", "TL;DR", "episode summary", "what was discussed", or when the user has a long caption and wants key points. CLI `lai summarize caption` is the secondary path for oversized transcripts / headless runs.

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# Content Summarizer

> **Preferred model: Claude Sonnet** (cost-efficient for this agent-driven workload). This skill runs on whatever model is active in the parent session — any Claude model works; no hard switch.

This skill summarizes using **the agent's own LLM capability** — the model you are running right now. It does not call out to any external LLM service by default. Helper scripts turn the source into an agent-ready prompt and validate the finished summary, so the agent only has to write prose.

**Primary path** (agent-driven, default): `prepare.py` → agent writes summary.md → `validate.py`.
**Secondary path**: `lai summarize caption` (CLI with its own LLM backend) — only when the transcript is too large for the agent's context, or there is no agent in the loop.

## Inputs

Any caption format supported by `lattifai-captions` (SRT, VTT, ASS, JSON, Gemini markdown, plain text, …).

Optional `meta.md` beside the source enriches the summary. **If `meta.md` defines `chapters:`, those titles and timestamps are hard constraints** — no merge, split, rename, or reorder.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint

mdr add lattifai/lattifai-skills/lai-summarize@sha256:9074d089b40ed4e3

The line at the top of this page pins the label git:20260428.4ab9c84, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

[![mdr](https://markdownregistry.com/badge/art_dt4wl7gslxcyuyvt.svg)](https://markdownregistry.com/a/art_dt4wl7gslxcyuyvt)

0 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 5 versions of this file, between Apr 12, 2026 and Apr 28, 2026, about one every 4 days.

version	committed	commit	size	audit
git:20260428.4ab9c84 latest	2026-04-28	4ab9c84	5,564 B	A	view · diff
git:20260417.89d056b	2026-04-17	89d056b	8,487 B	A	view · diff
git:20260416.83f6907	2026-04-16	83f6907	5,382 B	A	view · diff
git:20260412.85d3d73	2026-04-12	85d3d73	4,728 B	A	view · diff
git:20260412.c7d541e	2026-04-12	c7d541e	3,285 B	A	view

Audit of the latest version

A 17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.

pass: Frontmatter block present
pass: Frontmatter declares a name
pass: Frontmatter declares a description
pass: Size between 200 bytes and 200 KB (5564 bytes)
pass: No zero-width or bidi control characters
pass: No instruction hidden inside an HTML comment
pass: No link to an exfiltration or paste host
pass: No credential-shaped string
pass: No instruction to send local credentials anywhere
pass: No text hidden with inline styles
pass: No prompt-injection phrasing
pass: No curl or wget piped into a shell
pass: No recursive delete of root, home or parent
pass: No instruction to read or print local credentials
pass: No base64 blob over 200 characters
pass: No link to a raw IP address
pass: No script tag

Source

GitHub

lattifai/lattifai-skills · 32 stars · license MIT · pushed 2026-11-09 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_dt4wl7gslxcyuyvt
GET https://markdownregistry.com/api/v1/resolve?ref=lattifai/lattifai-skills/lai-summarize
GET https://markdownregistry.com/api/v1/blob/9074d089b40ed4e376bce77cb71f8c59e41df92beec818b2301ce70b0c6e0f4a

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.