monitor-startup-dach SKILL.md skillA

monitor-startup-dach from lstr-1/skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add lstr-1/skills/monitor-startup-dach@v0.1.0

Pins v0.1.0 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
lstr-1/skills
Path
monitor-startup-dach/SKILL.md
Versions recorded
1
Latest version
v0.1.0, committed Aug 14, 2026
Size
6,011 bytes
Repository stars
2
License
none declared

Fetch the top-25 posts from r/StartupDACH/hot.json, classify each into six deterministic German intent clusters (co-founder, compliance, funding, feedback, visibility, hiring) using a local keyword classifier, and write an anonymized Markdown digest with per-cluster counts and summaries. Trigger on "monitor StartupDACH", "what's trending on StartupDACH", "StartupDACH intent digest", "summarize r/StartupDACH hot posts". Do NOT use for authenticated Reddit data, comment/body retrieval, sentiment…

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

# monitor-startup-dach

## When to Use

- Fetch the current top-25 posts of `r/StartupDACH` and bucket them into intent clusters for demand discovery.
- Produce an anonymized Markdown digest of founder intent trends.
- Run the deterministic classifier (or its self-test) locally with zero external dependencies.

## When NOT to Use

- MUST NOT fetch post comments, selftext bodies, or any authenticated/OAuth Reddit data.
- MUST NOT invoke any ICU endpoint, any third-party LLM, or any Florentin One proprietary API — none is available here.
- MUST NOT use an LLM to classify intent; the classifier is deterministic keyword matching.
- MUST NOT mutate any repository file, config, environment variable, or reviewed resource.

## Prerequisites

- Python 3 standard library only (`json`, `re`, `unicodedata`, `sys`).
- NO `pip install`, NO API key, NO OAuth token, NO config or environment changes.
- Reddit JSON retrieved by the agent via WebFetch or curl (see Step 1); classification runs fully on-device.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add lstr-1/skills/monitor-startup-dach@sha256:816edd36ad5a9a2d

The line at the top of this page pins the label v0.1.0, 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 badge

[![mdr](https://markdownregistry.com/badge/art_3gzqnnyu6z3twicb.svg)](https://markdownregistry.com/a/art_3gzqnnyu6z3twicb)

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

Versions

The registry has recorded 1 version of this file, committed on Aug 14, 2026.

versioncommittedcommitsizeaudit
v0.1.0 latest2026-08-14 b77c73a 6,011 BA 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 (6011 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

lstr-1/skills · 2 stars · license none declared · pushed 2026-10-13 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_3gzqnnyu6z3twicb
GET https://markdownregistry.com/api/v1/resolve?ref=lstr-1/skills/monitor-startup-dach
GET https://markdownregistry.com/api/v1/blob/816edd36ad5a9a2ddf54f77e26c6164be44da4adb20c474da20eb0f8d210f12c

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.

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