Star200+

Mop

REVIEW · 73
Community indexed

Stock market tracker for hackers.

Downloads0
Stars2.2K
Version1.0.0
Quality91/100 · Excellent
Trust73/100 · Sandbox only
Audit83/100 · Safe to try

Supply asset profile

Finance and quant workflows

Market data, SEC filings, portfolio analysis, quant research, backtesting, and risk workflows.

Browse track

Scenario

Finance and quant

I need my agent to analyze markets, financial data, filings, portfolios, and quant strategies.

Agent fit

Claude Code + CLI + Codex

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

Install

Ready

npx skills add mop-tracker/mop

Maintenance

stable

7mo since push

Risk

Safe to try

No major risk signals from available metadata

GitHub quality

2.2K

91/100 Quality · 81/100 Trust

Coverage tags

FinanceFinance and quantcryptotradingbitcoin

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
91

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

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

Safe to try
83

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.

GoCrypto TradingCodexClaude CodeCursor

Stars

2.2K GitHub stars

Repo activity

2.2K stars, 320 forks

Maintenance

7mo since push

License

MIT

Install

npx skills add mop-tracker/mop

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

    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

    • Finance and quant workflows
    • Claude Code teams
    • teams that value GitHub adoption signals
    • Retrieve market data

    Suited agents

    GoCrypto TradingCodexClaude CodeCursorOpenAgentSkill CLICLI

    Install decision

    Command
    npx skills add mop-tracker/mop
    Policy
    review
    Human review
    yes

    Trust and risk

    Trust
    73/100
    Audit
    83/100
    Risk level
    Safe to try

    Outcome loop

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

    Install command

    npx skills add mop-tracker/mop
    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
    • Production credentials, payments, or irreversible account changes without explicit human review

    Alternative

    TradingAgents

    88.4K Stars

    npx skills add TauricResearch/TradingAgents

    Alternative

    OpenBB

    69.5K Stars

    npx skills add OpenBB-finance/OpenBB

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    Daily Stock Analysis

    51.9K Stars

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    Agent safety v2

    55/100 · Review before 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

    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 mop-tracker/mop

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

    Resolve text

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

    Install handoff

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

    LLM text format

    /api/skills/mop-tracker-mop/install?format=text

    Find alternatives

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

    Agent prompt

    Use Mop for this task. Review https://www.openagentskill.com/api/skills/mop-tracker-mop/install, then install with: npx skills add mop-tracker/mop

    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/mop-tracker-mop

    LLM text

    /api/registry/manifest/mop-tracker-mop?format=text

    Install alias

    /api/registry/install/mop-tracker-mop

    Recommend

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

    Agent fit

    96/100

    Finance and quant

    Use-case tags

    Finance and quantCoding agentsRAG and knowledge

    Platforms

    Go, Crypto Trading, Claude Code

    Audit report

    Safe to try · 83/100

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

    View audit reportView eval report

    Agent decision cockpit

    Primary pick for Finance and quant

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

    96
    Readiness
    Adopt
    Stage

    Role in stack

    Primary pick

    Primary fit

    Finance and quant

    Trust label

    Production-ready

    Install path

    Command ready

    Use when

    • Finance and quant workflows
    • Claude Code teams
    • teams that value GitHub adoption signals

    Evidence

    • 2,192 GitHub stars
    • install command or GitHub repo available
    • 91/100 quality profile
    • 10 OpenAgentSkill engagement events

    review first

    • No major risk signals from current metadata

    Implementation path

    1. 1Install it in a sandbox agent and run one Finance and quant 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

    2.2K GitHub stars

    Stars/forks activity

    PASS

    2.2K stars, 320 forks; issue activity unavailable in current metadata

    Recent maintenance

    INFO

    7mo since push

    License clarity

    PASS

    MIT

    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

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

    Quality profile

    Excellent candidate for agent workflows

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

    91
    GitHub stars
    2.2K
    Freshness
    7mo ago
    Install ready
    Yes
    License
    MIT

    Workflow fit

    Use this skill in these scenarios

    Analyze markets

    Finance and quant

    I need my agent to analyze markets, financial data, filings, portfolios, and quant strategies.

    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.

    Alternative shortlist

    Compare before you install

    Similar skills that may fit this task.

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    Overview

    Stock market tracker for hackers.

    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

    goFULL
    crypto-tradingFULL

    Technical details

    Version
    1.0.0
    License
    MIT
    Last updated
    Jun 23, 2026
    Published
    Jun 12, 2026

    Frameworks & tools

    GoCrypto Trading

    Decision snapshot

    Primary pick

    96
    Ready
    Adopt
    Stage

    2,192 GitHub stars

    Audit

    Install review

    Install and adoption review

    83
    Safe to try
    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 Mop, ready for a manual X post.

    Curator note
    A practical pick for market research:

Mop: Stock market tracker for hackers.

2.2K stars

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

Install: npx skills add mop-tracker/mop
    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.

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

    Author

    M

    mop-tracker✓

    @mop-tracker

    Tags

    financecryptotradingbitcoincryptocurrencygogolangstock-marketstocksterminal

    Platform fit

    Claude Code

    Health signals

    GitHub stars
    2.2K
    Quality score
    58/100
    Last GitHub push
    Dec 28, 2025
    Framework hints
    2
    OpenAgentSkill views
    5
    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 adoption2.2K GitHub starsPASS
    • Stars/forks activity2.2K stars, 320 forks; issue activity unavailable in current metadataPASS
    • Recent maintenance7mo since pushINFO
    • License clarityMITPASS
    • README/SKILL.md completenessPublic metadata needs stronger README/SKILL.md contextINFO
    • Dependency/runtime riskcommand execution surfaceINFO

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