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Skills/development/Pep8speaks

Pep8speaks

STRONG · 78
Community indexed

A GitHub :octocat: app to automatically review Python code style over Pull Requests

Downloads0
Stars619
Version1.0.0
Quality79/100 · Strong
Trust78/100 · Review then install
Audit85/100 · Safe to try

Supply asset profile

Coding and developer agents

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

Browse track

Scenario

Coding agents

I need a coding agent that can understand a repository, edit code, and review pull requests.

Agent fit

Claude Code + CLI + Codex

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

Install

Ready

npx skills add pep8speaks-org/pep8speaks

Maintenance

active

3mo since push

Risk

Safe to try

Quality score needs review

GitHub quality

619

79/100 quality · 83/100 trust

Coverage tags

CodingCoding agentsdevelopmentstatic-analysiscode-quality

Review notes

Quality score needs review

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

Strong
79

Solid option that is likely worth shortlisting for production workflows.

Trust

Review then install
78

Good shortlist signal, but the agent should review audit notes, install policy, and outcome evidence before running it.

Audit

Safe to try
85

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

Trust Score v5

Human review before install

Use as the primary candidate after human or sandbox review.

PythonStatic AnalysisCodexClaude CodeCursor

Stars

619 GitHub stars

Repo activity

619 stars, 88 forks

Maintenance

3mo since push

License

MIT

Install

npx skills add pep8speaks-org/pep8speaks

Install safety

standard package or runtime install path

Permission surface

no high-risk permission surface in public metadata

Agent outcomes

No agent outcome data yet

Docs

Strong README/SKILL.md context

Risk summary

Low metadata risk

  • Quality score needs review

Install readiness

Install path available

  • Install path is available
  • Repository evidence is available
  • License is declared
  • 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

  • Coding agents workflows
  • Claude Code teams
  • teams that value GitHub adoption signals
  • Inspect source files

Suited agents

PythonStatic AnalysisCodexClaude CodeCursorOpenAgentSkill CLICLI

Install decision

Command
npx skills add pep8speaks-org/pep8speaks
Policy
review
Human review
yes

Trust and risk

Trust
78/100
Audit
85/100
Risk level
Safe to try

Outcome loop

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

Install command

npx skills add pep8speaks-org/pep8speaks
Public auditEval reportResolve APIInstall handoff

Do not use when

  • teams that need a vendor-supported SLA
  • high-compliance environments without internal security review
  • No major risk signals from current metadata
  • Quality score needs review
  • Production credentials, payments, or irreversible account changes without explicit human review

Alternative

Graphify

92.0K stars

npx skills add Graphify-Labs/graphify

Alternative

Gemini CLI

106.1K stars

npx skills add google-gemini/gemini-cli

Alternative

System Prompts And Models Of AI Tools

141.2K stars

npx skills add x1xhlol/system-prompts-and-models-of-ai-tools

Alternative

Taste Skill

65.0K stars

npx skills add Leonxlnx/taste-skill

Agent safety v2

73/100 · Review before install

Reviewedreview

Good audit and safety signals with no high-risk permission hints in public metadata.

Review the audit page, then allow agent install in a sandboxed workflow.

Resolve via API

medium

Network access

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

  • Quality score needs review

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 pep8speaks-org/pep8speaks

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%20Pep8speaks%20for%20an%20agent%20workflow&agent=codex&max_risk=medium

Resolve text

/api/agent/resolve?task=Use%20Pep8speaks%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text

Install handoff

/api/skills/pep8speaks-org-pep8speaks/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 Pep8speaks in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20Pep8speaks%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/pep8speaks-org-pep8speaks/install
Install command: npx skills add pep8speaks-org/pep8speaks
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/pep8speaks-org-pep8speaks/install

LLM text format

/api/skills/pep8speaks-org-pep8speaks/install?format=text

Find alternatives

/api/skills/search?q=Pep8speaks&limit=3

Agent prompt

Use Pep8speaks for this task. Review https://www.openagentskill.com/api/skills/pep8speaks-org-pep8speaks/install, then install with: npx skills add pep8speaks-org/pep8speaks

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/pep8speaks-org-pep8speaks

LLM text

/api/registry/manifest/pep8speaks-org-pep8speaks?format=text

Install alias

/api/registry/install/pep8speaks-org-pep8speaks

Recommend

/api/registry/recommend?task=Use%20Pep8speaks%20in%20an%20agent%20workflow&limit=3

Agent fit

93/100

Coding agents

Use-case tags

Coding agentsGitHub automationSports analytics

Platforms

Python, Static Analysis, Claude Code

Audit report

Safe to try · 85/100

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

Primary pick for Coding agents

Use this as a leading candidate, then validate the README and install path in your own agent stack.

93
Readiness
Adopt
Stage

Role in stack

Primary pick

Primary fit

Coding agents

Trust label

Production-ready

Install path

Command ready

Use when

  • Coding agents workflows
  • Claude Code teams
  • teams that value GitHub adoption signals

Evidence

  • 619 GitHub stars
  • recent repository activity
  • install command or GitHub repo available
  • 79/100 quality profile
  • 8 OpenAgentSkill engagement events

Review first

  • No major risk signals from current metadata

Implementation path

  1. 1Install it in a sandbox agent and run one Coding agents 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

Review then install

Good shortlist signal, but the agent should review audit notes, install policy, and outcome evidence before running it.

78
Trust score

GitHub adoption

INFO

619 GitHub stars

Stars/forks activity

INFO

619 stars, 88 forks; issue activity unavailable in current metadata

Recent maintenance

PASS

3mo since push

License clarity

PASS

MIT

Good signals

  • AI review approved
  • Install path is available
  • Repository evidence is available
  • Recently maintained repository
  • Meaningful GitHub adoption signal
  • Install command has no obvious high-risk pattern
  • OpenAgentSkill usage activity detected
  • Outcome loop is ready but needs first real agent run

Review before install

  • Quality score needs review
  • No real agent outcome reports yet
  • Human review required before unattended installation

Recommended action

Use as the primary candidate after human or sandbox review.

Quality profile

Strong candidate for agent workflows

Solid option that is likely worth shortlisting for production workflows.

79
GitHub stars
619
Freshness
3mo ago
Install ready
Yes
License
MIT

Workflow fit

Use this skill in these scenarios

Build and ship code

Coding agents

I need a coding agent that can understand a repository, edit code, and review pull requests.

Manage repositories

GitHub automation

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

Analyze matches

Sports analytics

I need my agent to analyze football matches, World Cup data, xG, players, teams, and predictions.

Stack fit

Add it to a complete workflow

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.

Turn skills into distribution

Content growth agent

A stack for turning newly indexed skills into SEO briefs, social drafts, comparison pages, and reusable publishing workflows.

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

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A tool that converts codebases, SQL schemas, and other files into queryable knowledge graphs for AI coding assistants.

Adopt
Ready100
Quality100
Stars92.0K

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System Prompts And Models Of AI Tools

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Taste Skill

A portable AI agent skill that enhances AI-generated user interfaces with better layout, typography, motion, and spacing to avoid generic outputs.

Adopt
Ready100
Quality100
Stars65.0K

Overview

A GitHub :octocat: app to automatically review Python code style over Pull Requests

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

Platform Compatibility

pythonFULL
static-analysisFULL

Technical Details

Version
1.0.0
License
MIT
Last Updated
6/16/2026
Published
5/24/2026

Frameworks & Tools

PythonStatic Analysis

Decision snapshot

Primary pick

93
Ready
Adopt
Stage

619 GitHub stars

Audit snapshot

Install review

Install and adoption review

85
Safe to try
Security
90/100
Maintenance
88/100
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 Pep8speaks, ready for a manual X post.

Curator note
Most web agents fail in the boring part: messy pages, missing context, repeatable extraction.

Pep8speaks gives agents a cleaner path to browse, extract, and monitor web pages.

619 stars

https://www.openagentskill.com/skills/pep8speaks-org-pep8speaks?ref=x
#AIAgents
Open X draft
Optional reply with install command
Listing + install path for Pep8speaks:
https://www.openagentskill.com/skills/pep8speaks-org-pep8speaks?ref=x

Install: npx skills add pep8speaks-org/pep8speaks
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
pep8speaks-org
Source
pep8speaks-org/pep8speaks
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 pep8speaks-org 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.

Creator backlink kit

Add the evidence badges to your README

Show the canonical listing, current trust and audit signals, and real Agent Proven evidence where developers evaluate the repository.

[![Listed on OpenAgentSkill](https://www.openagentskill.com/api/badge/pep8speaks-org-pep8speaks?metric=listed&label=Listed)](https://www.openagentskill.com/skills/pep8speaks-org-pep8speaks)
[![OpenAgentSkill Trust](https://www.openagentskill.com/api/badge/pep8speaks-org-pep8speaks?metric=trust&label=Trust)](https://www.openagentskill.com/skills/pep8speaks-org-pep8speaks)
[![OpenAgentSkill Audit](https://www.openagentskill.com/api/badge/pep8speaks-org-pep8speaks?metric=audit&label=Audit)](https://www.openagentskill.com/skills/pep8speaks-org-pep8speaks/audit)
[![Agent Proven](https://www.openagentskill.com/api/badge/pep8speaks-org-pep8speaks?metric=proven&label=Agent%20Proven)](https://www.openagentskill.com/skills/pep8speaks-org-pep8speaks)
Preview badge Open audit Creator Kit

Author

P

pep8speaks-org

@pep8speaks-org

Tags

static-analysiscode-qualitybotcode-styleflake8github-appgithub-webhookshacktoberfestlinterpep8

Platform Fit

Claude Code

Health Signals

GitHub stars
619
Quality score
50/100
Last GitHub push
May 5, 2026
Framework hints
2
OpenAgentSkill views
6
Install copies
0
Outbound clicks
1

Community Signal

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

Trust & Safety

Review then install

78
  • GitHub adoption619 GitHub starsINFO
  • Stars/forks activity619 stars, 88 forks; issue activity unavailable in current metadataINFO
  • Recent maintenance3mo since pushPASS
  • License clarityMITPASS
  • README/SKILL.md completenessMetadata includes enough usage and workflow contextPASS
  • Dependency/runtime riskno major dependency risk hints in public metadataPASS

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OpenAgentSkill

The skill layer for AI agents: discover, compare, audit, and install reusable capabilities across Codex, Claude Code, Cursor, and agent runtimes.

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