Star200+

Pysonar2

STRONG · 83
Community indexed

PySonar2: a semantic indexer for Python with interprocedual type inference

Downloads0
Stars1.4K
Version1.0.0
Quality93/100 · Excellent
Trust83/100 · Review then install
Audit88/100 · 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 yinwang0/pysonar2

Maintenance

active

5mo since push

Risk

Safe to try

No major risk signals from available metadata

GitHub quality

1.4K

93/100 Quality · 86/100 Trust

Coverage tags

CodingCoding agentsdevelopmentstatic-analysiscode-quality

Review notes

No major risk signals from available metadata

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

Excellent
93

High-confidence pick with strong adoption and healthy maintenance signals.

Trust

Review then install
83

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

Audit

Safe to try
88

A machine-readable review of install readiness, security metadata, maintenance, and adoption risk.

OpenAgentSkill Trust Score v5

Agent install candidate

Use as the primary candidate after human or sandbox review.

JavaStatic AnalysisCodexClaude CodeCursor

Stars

1.4K GitHub stars

Repo activity

1.4K stars, 499 forks

Maintenance

5mo since push

License

Apache-2.0

Install

npx skills add yinwang0/pysonar2

Install safety

standard package or runtime install path

Permission surface

filesystem or document access

Agent outcomes

No agent outcome data yet

Docs

Usable metadata, review docs

Risk summary

Low metadata risk

  • No major trust warnings detected from available metadata

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

  • RAG and knowledge workflows
  • Claude Code teams
  • teams that value GitHub adoption signals
  • Chunk documents

Suited agents

JavaStatic AnalysisCodexClaude CodeCursorOpenAgentSkill CLICLI

Install decision

Command
npx skills add yinwang0/pysonar2
Policy
allow
Human review
no

Trust and risk

Trust
83/100
Audit
88/100
Risk level
Safe to try

Outcome loop

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

Install command

npx skills add yinwang0/pysonar2
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
  • No major trust warnings detected from available metadata
  • Production credentials, payments, or irreversible account changes without explicit human review

Alternative

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

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Agent safety v2

80/100 · Safe to install with normal review

Reviewedallow

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.

medium

Filesystem access

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

Install targets

Install this skill in your agent workflow

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

skill install

OpenAgentSkill CLI

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

$ npx skills add yinwang0/pysonar2

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

Open JSON

/api/agent/resolve?task=Use%20Pysonar2%20for%20an%20agent%20workflow&agent=codex&max_risk=medium

Resolve text

/api/agent/resolve?task=Use%20Pysonar2%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text

Install handoff

/api/skills/yinwang0-pysonar2/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 Pysonar2 in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20Pysonar2%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/yinwang0-pysonar2/install
Install command: npx skills add yinwang0/pysonar2
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/yinwang0-pysonar2/install

LLM text format

/api/skills/yinwang0-pysonar2/install?format=text

Find alternatives

/api/skills/search?q=Pysonar2&limit=3

Agent prompt

Use Pysonar2 for this task. Review https://www.openagentskill.com/api/skills/yinwang0-pysonar2/install, then install with: npx skills add yinwang0/pysonar2

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/yinwang0-pysonar2

LLM text

/api/registry/manifest/yinwang0-pysonar2?format=text

Install alias

/api/registry/install/yinwang0-pysonar2

Recommend

/api/registry/recommend?task=Use%20Pysonar2%20in%20an%20agent%20workflow&limit=3

Agent fit

100/100

RAG and knowledge

Use-case tags

RAG and knowledgeCoding agentsResearch agents

Platforms

Java, Static Analysis, Claude Code

Audit report

Safe to try · 88/100

A machine-readable review of install readiness, security metadata, maintenance, and adoption risk.

View audit reportView eval report

Agent decision cockpit

Primary pick for RAG and knowledge

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

100
Readiness
Adopt
Stage

Role in stack

Primary pick

Primary fit

RAG and knowledge

Trust label

Production-ready

Install path

Command ready

Use when

  • RAG and knowledge workflows
  • Claude Code teams
  • teams that value GitHub adoption signals

Evidence

  • 1,423 GitHub stars
  • recent repository activity
  • install command or GitHub repo available
  • 93/100 quality profile
  • 6 OpenAgentSkill engagement events

review first

  • No major risk signals from current metadata

Implementation path

  1. 1Install it in a sandbox agent and run one RAG and knowledge 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.

83
OpenAgentSkill Trust Score

GitHub adoption

PASS

1.4K GitHub stars

Stars/forks activity

PASS

1.4K stars, 499 forks; issue activity unavailable in current metadata

Recent maintenance

INFO

5mo since push

License clarity

PASS

Apache-2.0

Good signals

  • Manually verified listing
  • AI review approved
  • Install path is available
  • Repository evidence is available
  • Meaningful GitHub adoption signal
  • Install command has no obvious high-risk pattern
  • Outcome loop is ready but needs first real agent run

Review before install

  • 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

Excellent candidate for agent workflows

High-confidence pick with strong adoption and healthy maintenance signals.

93
GitHub stars
1.4K
Freshness
5mo ago
Install ready
Yes
License
Apache-2.0

Workflow fit

Use this skill in these scenarios

Search private knowledge

RAG and knowledge

I need my agent to build a RAG workflow over documents and retrieve reliable context.

Build and ship code

Coding agents

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

Investigate faster

Research agents

I need my agent to research a topic, compare sources, and produce a concise report.

Workflow fit

Add it to a complete workflow

Ingest, retrieve, and cite

RAG knowledge base

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

Inspect, patch, and verify code

Coding review agent

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

Alternative shortlist

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Overview

PySonar2: a semantic indexer for Python with interprocedual type inference

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

javaFULL
static-analysisFULL

Technical details

Version
1.0.0
License
Apache-2.0
Last updated
Jul 19, 2026
Published
May 24, 2026

Frameworks & tools

JavaStatic Analysis

Decision snapshot

Primary pick

100
Ready
Adopt
Stage

1,423 GitHub stars

Audit

Install review

Install and adoption review

88
Safe to try
Security
88/100
Maintenance
76/100
Install
92/100
Open full auditView 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 report before installing into production agents.

Compare AlternativesAuto-resolve PlanView on GitHubDocumentation

Growth loop

Share kit

X

Scenario-led draft for Pysonar2, ready for a manual X post.

Curator note
A practical pick for source-backed research:

Pysonar2: PySonar2: a semantic indexer for Python with interprocedual type inference

1.4K stars

https://www.openagentskill.com/skills/yinwang0-pysonar2?ref=x
Open X draft
Optional reply with install command
Listing + install path for Pysonar2:
https://www.openagentskill.com/skills/yinwang0-pysonar2?ref=x

Install: npx skills add yinwang0/pysonar2
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
yinwang0
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 yinwang0 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/yinwang0-pysonar2?metric=listed&label=Listed)](https://www.openagentskill.com/skills/yinwang0-pysonar2)
[![OpenAgentSkill Trust](https://www.openagentskill.com/api/badge/yinwang0-pysonar2?metric=trust&label=Trust)](https://www.openagentskill.com/skills/yinwang0-pysonar2)
[![OpenAgentSkill Audit](https://www.openagentskill.com/api/badge/yinwang0-pysonar2?metric=audit&label=Audit)](https://www.openagentskill.com/skills/yinwang0-pysonar2/audit)
[![Agent Proven](https://www.openagentskill.com/api/badge/yinwang0-pysonar2?metric=proven&label=Agent%20Proven)](https://www.openagentskill.com/skills/yinwang0-pysonar2)
Preview badge Open audit Creator kit

Author

Y

yinwang0✓

@yinwang0

Tags

static-analysiscode-qualitycode-analysiscode-intelligencecode-searchindexpythontype-inferencejavagithub

Platform fit

Claude Code

Health signals

GitHub stars
1.4K
Quality score
57/100
Last GitHub push
Mar 2, 2026
Framework hints
2
OpenAgentSkill views
2
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

Review then install

83
  • GitHub adoption1.4K GitHub starsPASS
  • Stars/forks activity1.4K stars, 499 forks; issue activity unavailable in current metadataPASS
  • Recent maintenance5mo since pushINFO
  • License clarityApache-2.0PASS
  • README/SKILL.md completenessPublic metadata needs stronger README/SKILL.md contextINFO
  • Dependency/runtime riskno major dependency risk hints in public metadataPASS

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