scraping-twitter SKILL.md skillA
scraping-twitter from valtterimelkko/agent-workflow-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add valtterimelkko/agent-workflow-skills/scraping-twitter@git:20260611.919d9c9Pins git:20260611.919d9c9 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- valtterimelkko/agent-workflow-skills
- Path
skills/scraping-twitter/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260611.919d9c9, committed Jun 11, 2026
- Size
- 16,738 bytes
- Repository stars
- 2
- License
- MIT
Production-quality Twitter/X scraping skill for discovering SaaS opportunities. Navigate Twitter programmatically to identify unaddressed user frustrations, high-intent signals, and emerging market trends. Uses TwitterAPI.io for fast, cost-effective data extraction with simple API key authentication. Provides tactical navigation (user discovery, hashtag analysis), advanced filtering (intent patterns, sentiment scoring, velocity tracking), and idea synthesis…
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
# Skill: Twitter/X SaaS Opportunity Hunter Production-quality Twitter/X scraping toolkit for discovering unaddressed user frustrations and emerging market trends for software development. ## Overview This skill provides a comprehensive framework for Twitter-based SaaS opportunity discovery through three distinct layers: 1. **Navigation** - Where to look (user discovery, hashtag analysis, conversation exploration) 2. **Extraction** - What to pull (high-intent patterns, sentiment scoring, velocity tracking) 3. **Synthesis** - How to interpret (trend persistence, cross-pollination, opportunity scoring) Powered by [TwitterAPI.io](https://twitterapi.io) - no Twitter developer account required, simple API key authentication, and cost-effective pricing at ~$0.15 per 1,000 tweets. ## Prerequisites ### Required Credentials The skill uses the hierarchical credential loading strategy from `saas-idea-finder`: 1. **Environment variables** (highest priority) 2. **Optional vault/secret store** (for service users like openclaw) 3. **Shell startup file** such as `~/.bashrc` (fallback) **Environment variables:** ```bash export TWITTERAPI_KEY="your_twitterapi_key" ``` …
Read the whole file at its exact version.
How to install
mdr add valtterimelkko/agent-workflow-skills/scraping-twitter@sha256:4ff32955f03a8772The line at the top of this page pins the label git:20260611.919d9c9, 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.
[](https://markdownregistry.com/a/art_gwndktvvngpwctiq)
1 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Jun 11, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (16738 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
valtterimelkko/agent-workflow-skills · 2 stars · license MIT · pushed 2026-10-28 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_gwndktvvngpwctiq GET https://markdownregistry.com/api/v1/resolve?ref=valtterimelkko/agent-workflow-skills/scraping-twitter GET https://markdownregistry.com/api/v1/blob/4ff32955f03a8772f1f632a891df550fe0f5b1321a8cff1a0d9a142a83daf986
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.