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LearnPythonforResearch

REVIEW · 60
Community indexed

This repository provides everything you need to get started with Python for (social science) research.

Downloads0
Stars266
Version1.0.0
Quality45/100 · Needs review
Trust60/100 · Sandbox only
Audit59/100 · Risky

Supply asset profile

Coding and developer agents

Code review, repo analysis, testing, CI, GitHub, DevOps, and developer workflow skills.

Browse track

Scenario

GitHub automation

I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.

Agent fit

Claude Code + Browser agents + CLI

Codex, Claude Code, Cursor, CLI, or custom agents.

Install

Ready

npx skills add TiesdeKok/LearnPythonforResearch

Maintenance

stale

6y since push

Risk

Risky

License is unclear

GitHub quality

266

45/100 quality · 68/100 trust

Coverage tags

CodingGitHub automationweb-automationscrapingcrawler

Review notes

License is unclear · Repository appears stale

Agent adoption scorecard

Trust, audit, and install readiness at a glance

These scores combine public repository metadata, OpenAgentSkill review signals, maintenance freshness, and install readiness. They are a shortlist signal, not a replacement for human review.

Quality

Needs review
45

Inspect the repository carefully before adding it to an agent workflow.

Trust

Sandbox only
60

Useful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.

Audit

Risky
59

Install readiness, security metadata, maintenance, and adoption risk.

Trust Score v5

Human review before install

Run only in a sandbox and compare close alternatives before using it for real work.

Jupyter NotebookWeb AutomationCodexClaude CodeCursor

Stars

266 GitHub stars

Repo activity

266 stars, 89 forks

Maintenance

6y since push

License

Unknown

Install

npx skills add TiesdeKok/LearnPythonforResearch

Install safety

standard package or runtime install path

Permission surface

filesystem or document access, network or browser access

Agent outcomes

No agent outcome data yet

Docs

Strong README/SKILL.md context

Risk summary

Review before production

  • License is unclear
  • Repository looks stale
  • Quality score needs review
  • Recent maintenance: 6y since push

Install readiness

Install path available

  • Install path is available
  • Repository evidence is available
  • License is unclear
  • No Agent Proven outcome evidence yet

Agent-readable metadata

Machine-readable decision data for this skill.

Use this block or the embedded JSON to decide whether an agent should install this skill, choose an alternative, or ask for human review first.

Open JSON

Suited tasks

  • GitHub automation workflows
  • Claude Code teams
  • builders willing to evaluate younger projects
  • Inspect repository metadata

Suited agents

Jupyter NotebookWeb AutomationCodexClaude CodeCursorOpenAgentSkill CLIBrowser agentsCLI

Install decision

Command
npx skills add TiesdeKok/LearnPythonforResearch
Policy
block
Human review
yes

Trust and risk

Trust
60/100
Audit
59/100
Risk level
Risky

Outcome loop

Endpoint
/api/agent/outcome
Event ID
resolve
Outcomes
5

Install command

npx skills add TiesdeKok/LearnPythonforResearch
Public auditEval reportResolve APIInstall handoff

Do not use when

  • teams that require actively maintained dependencies
  • production agents without a repository review
  • Repository looks stale
  • No OpenAgentSkill engagement data yet
  • Audit risk risky exceeds max_risk=medium

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Agent safety v2

39/100 · Avoid automatic install

Blocked for auto-installblock

This skill should not be selected by an agent without explicit human security review.

Do not auto-install. Inspect the source, dependencies, and permission surface first.

Resolve via API

medium

Browser automation

Skill may drive a browser or interact with web pages.

medium

Network access

Skill likely fetches remote pages, APIs, repositories, or external services.

medium

Filesystem access

Skill may read or write project files, documents, generated artifacts, or local workspace state.

  • Audit risk risky exceeds max_risk=medium
  • License is unclear

Install targets

Install this skill in your agent workflow

Copy the registry command or an agent-specific install prompt for Codex, Claude Code, and Cursor.

skill install

OpenAgentSkill CLI

Use the registry command when your workflow supports the OpenAgentSkill installer.

$ npx skills add TiesdeKok/LearnPythonforResearch

Agent resolve plan

Let an agent verify fit before installing.

The Resolve API returns the selected skill, alternatives, safety policy, audit notes, install target, and copy-paste prompt an agent can follow without scraping this page.

Open text plan

Resolve JSON

/api/agent/resolve?task=Use%20LearnPythonforResearch%20for%20an%20agent%20workflow&agent=codex&max_risk=medium

Resolve text

/api/agent/resolve?task=Use%20LearnPythonforResearch%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text

Install handoff

/api/skills/tiesdekok-learnpythonforresearch/install

Agent should check

  • Task fit and alternatives from Resolve API.
  • Audit score, trust score, and safety policy warnings.
  • Install target compatibility for Codex, Claude Code, Cursor, or CLI.

Copy prompt

Task: Use LearnPythonforResearch in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20LearnPythonforResearch%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/tiesdekok-learnpythonforresearch/install
Install command: npx skills add TiesdeKok/LearnPythonforResearch
Before running it, summarize audit warnings, required permissions, and the fallback skill if install is risky.

Agent handoff

Give an agent the install path, not another directory page.

Use the public install endpoint to fetch the command, safety checklist, target prompts, and canonical links for this skill.

Open install API

Install handoff

/api/skills/tiesdekok-learnpythonforresearch/install

LLM text format

/api/skills/tiesdekok-learnpythonforresearch/install?format=text

Find alternatives

/api/skills/search?q=LearnPythonforResearch&limit=3

Agent prompt

Use LearnPythonforResearch for this task. Review https://www.openagentskill.com/api/skills/tiesdekok-learnpythonforresearch/install, then install with: npx skills add TiesdeKok/LearnPythonforResearch

Registry metadata

Agent-readable profile for automatic skill selection.

This page exposes the same decision, trust, audit, use-case, and install signals through the Registry API, so agents can rank this skill without scraping the UI.

Open manifest

Manifest

/api/registry/manifest/tiesdekok-learnpythonforresearch

LLM text

/api/registry/manifest/tiesdekok-learnpythonforresearch?format=text

Install alias

/api/registry/install/tiesdekok-learnpythonforresearch

Recommend

/api/registry/recommend?task=Use%20LearnPythonforResearch%20in%20an%20agent%20workflow&limit=3

Agent fit

35/100

GitHub automation

Use-case tags

GitHub automationBrowser automationWeb scraping

Platforms

Jupyter Notebook, Web Automation, Claude Code, Browser agents

Audit report

Risky · 59/100

Review install readiness, maintenance, trust, quality, and metadata warnings before adding this skill to an agent workflow.

View audit reportView eval report

Agent decision cockpit

Needs validation for GitHub automation

Do a manual repository review before adding this to an agent workflow.

35
Readiness
Review
Stage

Role in stack

Needs validation

Primary fit

GitHub automation

Trust label

Needs manual review

Install path

Command ready

Use when

  • GitHub automation workflows
  • Claude Code teams
  • builders willing to evaluate younger projects

Evidence

  • install command or GitHub repo available
  • 45/100 quality profile

Review first

  • Repository looks stale
  • No OpenAgentSkill engagement data yet

Implementation path

  1. 1Install it in a sandbox agent and run one GitHub automation task end to end.
  2. 2Compare output quality, latency, and failure behavior against at least one alternative.
  3. 3Promote it into production only after reviewing repository permissions, license, and maintenance signals.

Trust profile

Sandbox only

Useful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.

60
Trust score

GitHub adoption

INFO

266 GitHub stars

Stars/forks activity

INFO

266 stars, 89 forks; issue activity unavailable in current metadata

Recent maintenance

FIX

6y since push

License clarity

CHECK

Unknown

Good signals

  • AI review approved
  • Install path is available
  • Repository evidence is available
  • Install command has no obvious high-risk pattern
  • Outcome loop is ready but needs first real agent run

Review before install

  • License is unclear
  • Repository looks stale
  • Quality score needs review
  • Recent maintenance: 6y since push
  • License clarity: Unknown
  • No real agent outcome reports yet
  • Human review required before unattended installation

Recommended action

Run only in a sandbox and compare close alternatives before using it for real work.

Quality profile

Needs review candidate for agent workflows

Inspect the repository carefully before adding it to an agent workflow.

45
GitHub stars
266
Freshness
6y ago
Install ready
Yes
License
Unknown
Check before install: Repository looks stale

Workflow fit

Use this skill in these scenarios

Manage repositories

GitHub automation

I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.

Operate web apps

Browser automation

I need my agent to control a browser, fill forms, and verify web app workflows.

Collect structured data

Web scraping

I need my agent to scrape websites and extract structured data from pages.

Stack fit

Add it to a complete workflow

Scrape, clean, and reuse web data

Web data pipeline

A practical stack for agents that crawl public pages, extract clean content, normalize data, and hand it to downstream research or RAG workflows.

Inspect, patch, and verify code

Coding review agent

A stack for software agents that inspect repositories, review pull requests, generate tests, and turn findings into shippable patches.

Ingest, retrieve, and cite

RAG knowledge base

A stack for document-heavy agents that ingest files, create searchable knowledge, retrieve relevant context, and answer with grounded sources.

Alternative shortlist

Compare before you install

Similar skills in this category, ranked with the same readiness and quality signals.

Compare all

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Overview

This repository provides everything you need to get started with Python for (social science) research.

Imported by the skill-only GitHub discovery pipeline because it matches agent skill, automation, domain workflow, RAG, document-processing, data, finance, security, or developer-tool signals. Protocol-server projects are excluded from automated imports.

Platform Compatibility

jupyter-notebookFULL
web-automationFULL

Technical Details

Version
1.0.0
License
Unknown
Last Updated
6/21/2026
Published
6/21/2026

Frameworks & Tools

Jupyter NotebookWeb Automation

Decision snapshot

Needs validation

35
Ready
Review
Stage

install command or GitHub repo available

Audit snapshot

Install review

Install and adoption review

59
Risky
Security
79/100
Maintenance
20/100
Install
92/100
Open full auditOpen eval report

Agent-proven evidence

Agent Proven evidence

Outcome reports after resolve, review, install, and one narrow run.

0
Proven
Needs first agent runAuto-install: review firstLast: Unknown
Success rate
—
Recent failure
—
Outcomes
0
Output quality
—
Failed
0
Not relevant
0
Installs
0
Risk blocked
0
Setup needed
0
Production
0

No agent outcome data yet. The first agent run can report success, setup needs, risk blocks, failure, or not-relevant through /api/agent/outcome.

Agent-Proven rankingOutcome contract

Install

Add to agent workflow

Free and open source. Review the audit before production use.

Compare AlternativesAuto-resolve PlanView on GitHubDocumentation

Growth loop

Share kit

X

Scenario-led draft for LearnPythonforResearch, ready for a manual X post.

Curator note
A lot of agents don't need a bigger prompt. They need fresher context.

LearnPythonforResearch feels like a recent-web radar for Codex, Claude Code, Cursor, and research agents.

266 stars

https://www.openagentskill.com/skills/tiesdekok-learnpythonforresearch?ref=x
#AIAgents
Open X draft
Optional reply with install command
Listing + install path for LearnPythonforResearch:
https://www.openagentskill.com/skills/tiesdekok-learnpythonforresearch?ref=x

Install: npx skills add TiesdeKok/LearnPythonforResearch
Open reply draft

Listing source

Community indexed

Claimable

This listing was indexed from public sources and is not marked official until a maintainer claim is approved.

Creator
TiesdeKok
Indexed by
OpenAgentSkill community index

Attribution links to the public repository or creator profile. Creators can claim the listing to update ownership signals.

Claim this skill

Owner claim

Claim this skill listing

This community indexed listing is attributed to TiesdeKok but is not marked official yet. Claim it to add a verified owner signal and make future launch, install, and audit updates easier to trust.

README badge

Add this badge to your GitHub README to show the listing, trust score, and install handoff.

[![OpenAgentSkill](https://www.openagentskill.com/api/badge/tiesdekok-learnpythonforresearch)](https://www.openagentskill.com/skills/tiesdekok-learnpythonforresearch)
Preview badgeAudit badge

Author

T

TiesdeKok

@tiesdekok

Tags

scrapingcrawlerbrowser-commerceaccountingbokehdata-scienceexercisesfinancegetting-startedjupyter

Platform Fit

Claude CodeBrowser agents

Health Signals

GitHub stars
266
Quality score
36/100
Last GitHub push
Jun 19, 2020
Framework hints
2
OpenAgentSkill views
0
Install copies
0
Outbound clicks
0

Community Signal

Share whether this skill looks useful for your agent workflow. Aggregated feedback improves rankings over time.

Trust & Safety

Sandbox only

60
  • GitHub adoption266 GitHub starsINFO
  • Stars/forks activity266 stars, 89 forks; issue activity unavailable in current metadataINFO
  • Recent maintenance6y since pushFIX
  • License clarityUnknownCHECK
  • README/SKILL.md completenessMetadata includes enough usage and workflow contextPASS
  • Dependency/runtime risknetwork or browser surfacePASS

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