Dianping Textmining
大众点评评论文本挖掘，包括点评数据爬取、数据清洗入库、数据分析、评论情感分析等的完整挖掘项目
Supply asset profile
Data, BI, and analytics
CSV, SQL, notebooks, dashboards, data pipelines, BI, ETL, and spreadsheet analysis.
Scenario
Data analysis
I need my agent to analyze CSV data, produce insights, and explain trends.
Agent fit
Claude Code + CLI + Codex
Codex, Claude Code, Cursor, CLI, or custom agents.
Install
Ready
npx skills add py-bin/dianping_textmining
Maintenance
stale
8y since push
Risk
Needs review
License is unclear
GitHub quality
945
51/100 quality · 68/100 trust
Coverage tags
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 reviewInspect the repository carefully before adding it to an agent workflow.
Trust
Manual reviewPotentially useful, but at least one trust signal needs human inspection.
Audit
Needs reviewInstall readiness, security metadata, maintenance, and adoption risk.
Agent safety v2
47/100 · Avoid automatic install
Sparse or mixed signals. Useful for discovery, but not for autonomous installation.
Test manually in an isolated workspace and compare against safer alternatives.
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.
- 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.
OpenAgentSkill CLI
Use the registry command when your workflow supports the OpenAgentSkill installer.
$ npx skills add py-bin/dianping_textminingAgent 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.
Resolve JSON
/api/agent/resolve?task=Use%20Dianping%20Textmining%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Resolve text
/api/agent/resolve?task=Use%20Dianping%20Textmining%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text
Install handoff
/api/skills/py-bin-dianping-textmining/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 Dianping Textmining in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20Dianping%20Textmining%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/py-bin-dianping-textmining/install
Install command: npx skills add py-bin/dianping_textmining
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.
Install handoff
/api/skills/py-bin-dianping-textmining/install
LLM text format
/api/skills/py-bin-dianping-textmining/install?format=text
Find alternatives
/api/skills/search?q=Dianping%20Textmining&limit=3
Agent prompt
Use Dianping Textmining for this task. Review https://www.openagentskill.com/api/skills/py-bin-dianping-textmining/install, then install with: npx skills add py-bin/dianping_textminingRegistry 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.
Manifest
/api/registry/manifest/py-bin-dianping-textmining
LLM text
/api/registry/manifest/py-bin-dianping-textmining?format=text
Install alias
/api/registry/install/py-bin-dianping-textmining
Recommend
/api/registry/recommend?task=Use%20Dianping%20Textmining%20in%20an%20agent%20workflow&limit=3
Agent fit
Data analysis
Use-case tags
Platforms
Jupyter Notebook, Data Analysis, Claude Code
Audit report
Needs review · 63/100
Review install readiness, maintenance, trust, quality, and metadata warnings before adding this skill to an agent workflow.
Agent decision cockpit
Needs validation for Data analysis
Do a manual repository review before adding this to an agent workflow.
Role in stack
Needs validation
Primary fit
Data analysis
Trust label
Needs manual review
Install path
Command ready
Use when
- Data analysis workflows
- Claude Code teams
- teams that value GitHub adoption signals
Evidence
- 945 GitHub stars
- install command or GitHub repo available
- 51/100 quality profile
Review first
- Repository looks stale
- No OpenAgentSkill engagement data yet
Implementation path
- 1Install it in a sandbox agent and run one Data analysis task end to end.
- 2Compare output quality, latency, and failure behavior against at least one alternative.
- 3Promote it into production only after reviewing repository permissions, license, and maintenance signals.
Trust profile
Manual review
Potentially useful, but at least one trust signal needs human inspection.
GitHub adoption
INFO945 GitHub stars
Recent maintenance
FIX8y since push
License clarity
CHECKUnknown
README/SKILL.md completeness
INFOPublic metadata needs stronger README/SKILL.md context
Good signals
- AI review approved
- Install path is available
- Repository evidence is available
- Meaningful GitHub adoption signal
Review before install
- License is unclear
- Repository looks stale
- Quality score needs review
- Recent maintenance: 8y since push
- License clarity: Unknown
Recommended action
Inspect the repository, license, and recent activity before connecting it to agent workflows.
Quality profile
Needs review candidate for agent workflows
Inspect the repository carefully before adding it to an agent workflow.
Workflow fit
Use this skill in these scenarios
Analyze datasets
Data analysis
I need my agent to analyze CSV data, produce insights, and explain trends.
Build and ship code
Coding agents
I need a coding agent that can understand a repository, edit code, and review pull requests.
Search private knowledge
RAG and knowledge
I need my agent to build a RAG workflow over documents and retrieve reliable context.
Stack fit
Add it to a complete workflow
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.
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
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Overview
大众点评评论文本挖掘，包括点评数据爬取、数据清洗入库、数据分析、评论情感分析等的完整挖掘项目
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
Technical Details
- Version
- 1.0.0
- License
- Unknown
- Last Updated
- 6/14/2026
- Published
- 5/24/2026
Frameworks & Tools
Decision snapshot
Needs validation
945 GitHub stars
Audit Snapshot
Install and adoption review
- Security
- 88/100
- Maintenance
- 20/100
- Install
- 92/100
Growth loop
Share this skill
Scenario-led draft for Dianping Textmining, with the OpenAgentSkill Update theme and canonical URL.
OpenAgentSkill Update Today: Dianping Textmining Use it when you want your coding agent to carry more repo context and ship repetitive changes fas... 945 stars - data-analysis Link: https://www.openagentskill.com/skills/py-bin-dianping-textmining?ref=x #AIAgents #OpenAgentSkill
Optional reply with install command
Link for Dianping Textmining: https://www.openagentskill.com/skills/py-bin-dianping-textmining?ref=x Install: npx skills add py-bin/dianping_textmining
Listing source
Community indexed
This listing was indexed from public sources and is not marked official until a maintainer claim is approved.
- Creator
- py-bin
- 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 skillOwner claim
Claim this skill listing
This community indexed listing is attributed to py-bin 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.
[](https://www.openagentskill.com/skills/py-bin-dianping-textmining)Author
py-bin
@py-bin
Platform Fit
Health Signals
- GitHub stars
- 945
- Quality score
- 40/100
- Last GitHub push
- Oct 9, 2018
- 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
Manual review
- GitHub adoption945 GitHub starsINFO
- Recent maintenance8y since pushFIX
- License clarityUnknownCHECK
- README/SKILL.md completenessPublic metadata needs stronger README/SKILL.md contextINFO
- Dependency riskno major dependency risk hints in public metadataPASS
- Install availabilitynpx skills add py-bin/dianping_textminingPASS
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