fxview-parquet-consumer

fxview-parquet-consumer is a skill for Claude Code from terrylica/cc-skills. It costs 31 tokens per session (1,706 once invoked), scanned A, original, MIT.

A guide for reading FXView foreign-exchange price tick data stored in Parquet files, a column-based data file format. It covers the file layout, data fields, DuckDB queries, and Python or Rust examples.

In plain words
What is it for?
Use it to inspect tick data, write DuckDB queries, and connect the files to Python or Rust programs.
Why use it?
It removes the need to rediscover the file schema and query details when building a data reader or analysis pipeline.

Skill for Claude Code

Written for Claude Code: allowed-tools in frontmatter.

Part of the mql5 plugin — 6 skills shipped together , and of cc-skills

Good fit Use it to inspect tick data, write DuckDB queries, and connect the files to Python or Rust programs.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/terrylica/cc-skills/fxview-parquet-consumer
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add terrylica/cc-skills --skill fxview-parquet-consumer
Clone the repo
git clone --depth 1 https://github.com/terrylica/cc-skills

Made for: Claude Code.

Or install mql5, the plugin that ships this one along with the rest of its 6 skills.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for fxview-parquet-consumer

README.md
[![agentmods](https://agentmods.dev/badge/skills/terrylica/cc-skills/fxview-parquet-consumer/github.svg)](https://agentmods.dev/skills/terrylica/cc-skills/fxview-parquet-consumer)
Your own site
<a href="https://agentmods.dev/skills/terrylica/cc-skills/fxview-parquet-consumer"><img src="https://agentmods.dev/badge/skills/terrylica/cc-skills/fxview-parquet-consumer/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for fxview-parquet-consumer

Your own site · 80×15
<a href="https://agentmods.dev/skills/terrylica/cc-skills/fxview-parquet-consumer"><img src="https://agentmods.dev/badge/skills/terrylica/cc-skills/fxview-parquet-consumer.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 31 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,706 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector warn 7 Sept 2026
SkillSpector: 1 finding, up to high

These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →

  • high Rogue Agent · line 153
    Skill modifies its own code, configuration, or behavior at runtime. Self-modification enables an agent to escalate privileges, disable safety constraints, or install persistent backdoors.
    Fix: Prevent the skill from modifying its own code, SKILL.md, or configuration files. Treat skill files as read-only at runtime.
How audits are shown
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00031 $0.01706
Opus 5 $0.00015 $0.00853
Sonnet 5 $0.00006 $0.00341
Haiku 4.5 $0.00003 $0.00171

Measured 6d ago against content hash 8ee052b20ab0, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-11, from the pricing page.

Security

Grade A, and why

fxview-parquet-consumer scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 6d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

plugins/mql5/skills/fxview-parquet-consumer/SKILL.md · 156 lines

How it starts

The opening of the file, as written. The whole thing — 156 lines — stays where its author put it; the contents beside it link to each section on GitHub.

FXView Tick Parquet Consumer

Read FXView tick data from Parquet files produced by the MT5 tick collection system.

Self-Evolving Skill: This skill improves through use. If instructions are wrong, parameters drifted, or a workaround was needed — fix this file immediately, don't defer. Only update for real, reproducible issues.

When to Use This Skill

Use this skill when:

  • Reading or querying FXView tick Parquet files
  • Building adapters or pipelines for FXView tick data
  • Writing DuckDB queries against tick data
  • Integrating tick data into Python or Rust pipelines
  • Checking tick data schema or file layout

Authoritative Source

https://github.com/terrylica/mql5/blob/05f7c82/docs/tick_research/SCHEMA_VERIFIED.md

This skill summarizes the verified schema. For full verification details, flags distributions, and row group internals, see the source document.

Schema

All 6 columns are non-nullable. Schema is identical between EURUSD and XAUUSD files.

Column Arrow Type DuckDB Type Nullable Notes
time_msc Int64 BIGINT NO Unix epoch milliseconds
bid Float64 DOUBLE NO Bid price
ask Float64 DOUBLE NO Ask price
last Float64 DOUBLE NO Always 0.0 for FXView forex -- IGNORE
volume Int64 BIGINT NO Always 0 for FXView forex -- IGNORE
flags UInt8 UTINYINT NO MqlTick flags bitmask (3 values: 4, 130, 134)

Key-value pairs embedded in every file footer:

Key Example Value Purpose
symbol EURUSD Bare symbol name (no FXVIEW_ prefix)
digits 5 (EURUSD) / 2 (XAUUSD) Price decimal digits
broker FXView Broker name
created_at 2026-03-24T10:32:35.101090+00:00 File creation timestamp (RFC3339 UTC)

Read the full file on GitHub · 156 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 6d ago First seen · 156 lines · 31 tokens per session scan A 8ee052b20ab0

Subscribe to this mod's changes

fxview-parquet-consumer is a skill published in the GitHub repository terrylica/cc-skills (72 stars, last pushed yesterday), licensed MIT. It adds 31 tokens to every session and 1,706 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-05.

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