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-checkInstalls into whichever agent you are using.
SKILL.md
Installable skill definition
Quality Score
Category
Development & EngineeringSupported Platforms
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.
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.
| Skill | Score | Stars | Updated | Format |
|---|---|---|---|---|
| market-evidence-check (this skill)by Anil-matcha | 83 | 1.3k | 20d ago | SKILL.md |
| taste-skillby Leonxlnx | 100 | 102.3k | today | CLAUDE.md |
| Agent-Reachby Panniantong | 100 | 102.2k | today | CLAUDE.md |
| headroomby headroomlabs-ai | 100 | 77.8k | 1d ago | CLAUDE.md |
| ai-job-searchby ai-job-search-dev | 100 | 65.4k | 4d ago | CLAUDE.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.
Skill content
View source on GitHubname: "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 andstatus: "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
- 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.
- 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.
- HTTP 200 alone is not GO; always inspect
decisionandreport_status. - 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. - Do not change the user's stated
max_cost_bpslimit without telling them first. - 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.
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Languages
Trust signals
From repository metadata: license, adoption, age and documentation. Not a code audit — see the Safety scan above for what the skill file itself contains.
