Star200+

Chat Analytics

REVIEW · 73
Community indexed

Generate interactive, beautiful and insightful chat analysis reports

Verified installs0
Stars1.1K
Version1.0.0
Quality84/100 · Strong
Trust73/100 · Sandbox only
Audit81/100 · Needs review

Supply asset profile

Data, BI, and analytics

CSV, SQL, notebooks, dashboards, data pipelines, BI, ETL, and spreadsheet analysis.

Browse track

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 mlomb/chat-analytics

Maintenance

stable

10mo since push

Risk

Needs review

Financial research output is not financial advice; require human review before any live investment decision

GitHub quality

1.1K

84/100 Quality · 81/100 Trust

Coverage tags

DataData analysisdata-analysisdata-visualizationanalytics

Review notes

Financial research output is not financial advice; require human review before any live investment decision · Financial research output is not financial advice; require human review before any live investment decision.

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
84

Solid option that is likely worth shortlisting for production workflows.

Trust

Sandbox only
73

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

Audit

Needs review
81

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

OpenAgentSkill Trust Score v5

Human review before install

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

TypeScriptData VisualizationCodexClaude CodeCursor

Stars

1.1K GitHub stars

Repo activity

1.1K stars, 82 forks

Maintenance

10mo since push

License

AGPL-3.0

Install

npx skills add mlomb/chat-analytics

Install safety

standard package or runtime install path

Permission surface

shell or command execution, filesystem or document access

Agent outcomes

No agent outcome data yet

Docs

Usable metadata, review docs

Risk summary

Review before production

  • Financial research output is not financial advice; require human review before any live investment decision.
  • 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

  • Data analysis workflows
  • Claude Code teams
  • teams that value GitHub adoption signals
  • Load tabular data

Suited agents

TypeScriptData VisualizationCodexClaude CodeCursorOpenAgentSkill CLICLI

Install decision

Command
npx skills add mlomb/chat-analytics
Policy
review
Human review
yes

Trust and risk

Trust
73/100
Audit
81/100
Risk level
Needs review

Outcome loop

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

Install command

npx skills add mlomb/chat-analytics
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
  • High-risk permission hints: Shell or command execution
  • Financial research output is not financial advice; require human review before any live investment decision

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Agent safety v2

53/100 · Avoid automatic install

Experimentalreview

Sparse or mixed signals. Useful for discovery, but not for autonomous installation.

Test manually in an isolated workspace and compare against safer alternatives.

Resolve via API

high

Shell or command execution

Skill metadata references terminal, CLI, shell, subprocess, or command execution workflows.

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.

  • High-risk permission hints: Shell or command execution
  • Financial research output is not financial advice; require human review before any live investment decision

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

Resolve policy, run the source installer safely, and report a verified install receipt.

$ npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.2.1/openagentskill-0.2.1.tgz install mlomb-chat-analytics

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%20Chat%20Analytics%20for%20an%20agent%20workflow&agent=codex&max_risk=medium

Resolve text

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

Install handoff

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

LLM text format

/api/skills/mlomb-chat-analytics/install?format=text

Find alternatives

/api/skills/search?q=Chat%20Analytics&limit=3

Agent prompt

Use Chat Analytics for this task. Review https://www.openagentskill.com/api/skills/mlomb-chat-analytics/install, then install with: npx skills add mlomb/chat-analytics

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/mlomb-chat-analytics

LLM text

/api/registry/manifest/mlomb-chat-analytics?format=text

Install alias

/api/registry/install/mlomb-chat-analytics

Recommend

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

Agent fit

88/100

Data analysis

Use-case tags

Data analysisCoding agentsRAG and knowledge

Platforms

TypeScript, Data Visualization, Claude Code

Audit report

Needs review · 81/100

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

View audit reportView eval report

Agent decision cockpit

Primary pick for Data analysis

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

88
Readiness
Adopt
Stage

Role in stack

Primary pick

Primary fit

Data analysis

Trust label

Production-ready

Install path

Command ready

Use when

  • Data analysis workflows
  • Claude Code teams
  • teams that value GitHub adoption signals

Evidence

  • 1,131 GitHub stars
  • install command or GitHub repo available
  • 84/100 quality profile
  • 4 OpenAgentSkill engagement events

review first

  • No major risk signals from current metadata

Implementation path

  1. 1Install it in a sandbox agent and run one Data analysis 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.

73
OpenAgentSkill Trust Score

GitHub adoption

PASS

1.1K GitHub stars

Stars/forks activity

INFO

1.1K stars, 82 forks; issue activity unavailable in current metadata

Recent maintenance

INFO

10mo since push

License clarity

PASS

AGPL-3.0

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

  • Financial research output is not financial advice; require human review before any live investment decision.
  • Quality score needs review
  • 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

Strong candidate for agent workflows

Solid option that is likely worth shortlisting for production workflows.

84
GitHub stars
1.1K
Freshness
10mo ago
Install ready
Yes
License
AGPL-3.0

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.

Workflow fit

Add it to a complete workflow

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.

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.

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.

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Overview

Generate interactive, beautiful and insightful chat analysis reports

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

typescriptFULL
data-visualizationFULL

Technical details

Version
1.0.0
License
AGPL-3.0
Last updated
Aug 18, 2026
Published
Jun 16, 2026

Frameworks & tools

TypeScriptData Visualization

Decision snapshot

Primary pick

88
Ready
Adopt
Stage

1,131 GitHub stars

Audit

Install review

Install and adoption review

81
Needs review
Security
83/100
Maintenance
62/100
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 Chat Analytics, ready for a manual X post.

Curator note
A practical pick for source-backed research:

Chat Analytics: Generate interactive, beautiful and insightful chat analysis reports

1.1K stars

https://www.openagentskill.com/skills/mlomb-chat-analytics?ref=x
Open X draft
Optional reply with install command
Listing + install path for Chat Analytics:
https://www.openagentskill.com/skills/mlomb-chat-analytics?ref=x

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

Author

M

mlomb✓

@mlomb

Tags

data-visualizationanalyticsdataanalysisanalyzerappchatchat-analysischat-analyzercli

Platform fit

Claude Code

Health signals

GitHub stars
1.1K
Quality score
52/100
Last GitHub push
Oct 19, 2025
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

Sandbox only

73
  • GitHub adoption1.1K GitHub starsPASS
  • Stars/forks activity1.1K stars, 82 forks; issue activity unavailable in current metadataINFO
  • Recent maintenance10mo since pushINFO
  • License clarityAGPL-3.0PASS
  • README/SKILL.md completenessPublic metadata needs stronger README/SKILL.md contextINFO
  • Dependency/runtime riskcommand execution surfaceINFO

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InstallView on GitHub