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market-evidence-check

Read-only OKX public order-book cost and freshness check. Trigger phrases: OKX cost check, order book impact, quote freshness, market evidence check.

Install / Use

npx skills add Anil-matcha/awesome-muse-connectors --skill market-evidence-check

Installs into whichever agent you are using.

About this skill
📄

SKILL.md

Installable skill definition

Quality Score

83/100

Supported Platforms

Universal

Our assessment of market-evidence-check

market-evidence-check scores 83/100 on our quality scale, 3184th of 4,592 Development & Engineering skills we index.

Its SKILL.md is 3.3 KB long, split into 7 sections with 1 code example: a solid amount of guidance for an agent.

With 1,321 GitHub stars, it is one of the more widely adopted skills in the catalogue.

Substance
26/30
Structure
15/20
Description
15/15
Adoption
13/20
Freshness
15/15

Maintenance, license and trust

  • The repository was last updated 20 days ago, so market-evidence-check is actively maintained.
  • It is released under the MIT license, a permissive license that allows use, modification and commercial use with attribution.
  • Its trust signals score 100/100, with no cautions. These come from repository metadata, not a code audit — read the skill file before letting an agent act on it.

market-evidence-check compared with similar skills

All 4 of these similar skills score higher than market-evidence-check; compare them before choosing.

SkillScoreStarsUpdatedFormat
market-evidence-check (this skill)by Anil-matcha831.3k20d agoSKILL.md
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headroomby headroomlabs-ai10077.8k1d agoCLAUDE.md
ai-job-searchby ai-job-search-dev10065.4k4d agoCLAUDE.md

Frequently asked questions

How do I install market-evidence-check?
Run npx skills add Anil-matcha/awesome-muse-connectors --skill market-evidence-check. The install tabs above show the steps for each supported agent.
Which AI agents does market-evidence-check work with?
It is written for Universal, as a SKILL.md file. Other agents that read the same format can often use it too.
Is market-evidence-check safe to use?
It is MIT-licensed and scores 100/100 on trust signals. Skills are instructions an agent will follow, so read the file before installing it and do not approve commands you do not understand.
Is market-evidence-check still maintained?
The repository was last updated 20 days ago, so market-evidence-check is actively maintained.

name: "market-evidence-check" description: "Read-only OKX public order-book cost and freshness check. Trigger phrases: OKX cost check, order book impact, quote freshness, market evidence check." metadata: { "includeInPrompt": true } tagline: "Read-only OKX cost/freshness evidence for a stated size. No key, no trading." catalog_auth: "None (public OKX order-book data; no API key, account, or wallet)" catalog_hosts: ["devday.167-179-82-72.nip.io"]

Market Evidence Check

Purpose

Read-only pre-execution evidence for a stated OKX instrument, side, and hypothetical USDT notional. It reads a public OKX order-book snapshot and returns spread, estimated price impact, estimated one-way cost against a declared bps budget, quote age, and displayed-depth checks. Use when the user wants to check market cost/freshness before deciding anything themselves.

GO only means the declared checks passed on that public snapshot. It is not a buy/sell recommendation, trading signal, profit prediction, fill guarantee, or permission to trade.

Tooling

All commands go through bin/market_evidence_check.py (Python standard library only):

bin/market_evidence_check.py health
bin/market_evidence_check.py check --instrument BTC-USDT --side buy --notional-usdt 1000 --max-cost-bps 30

The check prints one JSON object: the API response plus http_status. Valid inputs return a report with decision, reason_codes, market_evidence, execution_cost, policy_checks, policy_version, and evidence_hash.

Auth

  • Provider id: market-evidence-check
  • Collection: none. Never ask for an API key, exchange credential, account login, wallet, password, seed phrase, or private key. If any step appears to require credentials, stop and report that as a blocker.
  • Required scopes: none
  • Allowed hosts: devday.167-179-82-72.nip.io
  • Status check: bin/market_evidence_check.py health (expect HTTP 200 and status: "ok")
  • Public API source: OpenAPI at https://raw.githubusercontent.com/yijigao/market-evidence-check-devday/main/connectors/muse/openapi.json (checked 2026-10-06)

Operating Rules

  1. Read-only only: this connector reads public OKX order-book data. It never places, modifies, or cancels an order; never accesses an account or wallet; never signs anything.
  2. Fail closed: if the API returns WATCH, REJECT, HTTP 400, HTTP 502, invalid JSON, or a timeout, report it as shown. Never convert a failure into GO and never suggest placing an order.
  3. HTTP 200 alone is not GO; always inspect decision and report_status.
  4. Separate observed snapshot values from caller-supplied cost assumptions (taker_fee_bps, slippage_buffer_bps; policy defaults 10 bps and 2 bps). Label assumptions as assumptions, never as the user's actual account fees.
  5. Do not change the user's stated max_cost_bps limit without telling them first.
  6. This is market evidence, not financial advice.

Files

  • SKILL.md
  • bin/market_evidence_check.py

Maturity

🧪 Draft: On 2026-10-08 an external user installed a reusable read-only skill from our public muse.md and openapi.json and passed three smoke checks (health HTTP 200; BTC-USDT sample GO; invalid input REJECT). This covers the brief/OpenAPI installation route only. The catalog one-paste install path and the CLI in this PR remain externally unverified.

Related Skills

View on GitHub
GitHub Stars1.3k
CategoryDevelopment
Updated20d ago
Forks305

Languages

Python

Trust signals

100/100

From repository metadata: license, adoption, age and documentation. Not a code audit — see the Safety scan above for what the skill file itself contains.

No cautions