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ingest

ingest is a skill for Claude Code, Codex from quantskills/agent-quantspace. It costs 38 tokens per session (7,198 once invoked), scanned A, original, GPL-3.0.

Tools for obtaining market and reference data from PandaData or PandaAI, including prices, funds, exchange-traded funds, indexes, and futures.

In plain words
What is it for?
Use them to download stock, fund, ETF, index, and futures data, adjustment factors, futures tick data, reference data, and converted symbols.
Why use it?
They address the work of finding, downloading, adjusting, and converting financial data before analysis or backtesting.

Skill for Claude CodeCodex

Which agent this was written for is unclear — body not stored (licence); the path alone says nothing.

not rated 66repo +1 changed 12d ago A scan 38 tokens GPL-3.0

Good fit Use them to download stock, fund, ETF, index, and futures data, adjustment factors, futures tick data, reference data, and converted symbols.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/quantskills/agent-quantspace/ingest
View source ↗ quantskills/agent-quantspace
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 quantskills/agent-quantspace --skill ingest
Clone the repo
git clone --depth 1 https://github.com/quantskills/agent-quantspace

Made for: Claude Code, Codex.

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 ingest

README.md
[![agentmods](https://agentmods.dev/badge/skills/quantskills/agent-quantspace/ingest/github.svg)](https://agentmods.dev/skills/quantskills/agent-quantspace/ingest)
Your own site
<a href="https://agentmods.dev/skills/quantskills/agent-quantspace/ingest"><img src="https://agentmods.dev/badge/skills/quantskills/agent-quantspace/ingest/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 ingest

Your own site · 80×15
<a href="https://agentmods.dev/skills/quantskills/agent-quantspace/ingest"><img src="https://agentmods.dev/badge/skills/quantskills/agent-quantspace/ingest.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 38 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 7,198 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.
Origin unknown 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 $0.00038 $0.07198
Opus 5.5 $0.00015 $0.02879
Sonnet 5.5 $0.00008 $0.01440
Haiku 4.5 $0.00004 $0.00720

Measured 12d ago against content hash 2f3ab07a01f4, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

ingest 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 12d ago.

The scan reads SKILL.md. This mod also ships 5 executable files (__init__.py, cli.py, panda_data.py, …), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

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.

skills/ingest/SKILL.md · 569 lines

The source is not reproduced here

Licensed GPL-3.0

The repository is licensed GPL-3.0, which this catalogue does not treat as permission to reproduce the file. Read it at the source.

Read it on GitHub

Files

What ships with it

18 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

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. 12d ago Changed · +399 lines 2f3ab07a01f4
  2. 2mo ago First seen · 170 lines · 38 tokens per session scan A d2c13e353897

Subscribe to this mod's changes

ingest is a skill published in the GitHub repository quantskills/agent-quantspace (66 stars, last pushed yesterday), licensed GPL-3.0. It adds 38 tokens to every session and 7,198 once invoked, about $0.0002 per session on Opus 5.5. 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 2026-08-30.

Finance and fintech
Related

ingest compared with skills from other repositories

ingest next to 6 skills from other repositories
ModTypeStarsLast pushLicenceScanTokensWorks with
ingestquantskills/agent-quantspaceSkill66yesterdayGPL-3.0A38Claude Code, Codex
sector-rotationHKUDS/Vibe-TradingSkill38kyesterdayMITA39Claude Code, Codex
twitter-readerhimself65/finance-skillsSkill3.5k2d agoMITA110Claude Code
strategy-pivot-designertradermonty/claude-trading-skillsSkill3.7k2d agoMITA28Claude Code, Codex
energy-procurementhashgraph-online/awesome-codex-pluginsSkill1.5kyesterdayApache-2.0A93Claude Code, Codex
airdrop-hunting-guidenirholas/three.wsSkill269yesterdayApache-2.0A54Claude Code, Codex
multi-expert-analyzerdigoal/blogSkill8.6k2d agoGPL-2.0A292Codex