picks-tracker

picks-tracker is a skill for Claude Code, Codex from aaronjmars/aeon-agent. It costs 27 tokens per session (1,673 once invoked), scanned A, a copy of picks-tracker, MIT.

A retrospective tool for reviewing recent token and prediction-market picks. It reads saved logs, compares token picks with current prices, and records prediction-market positions and their original odds.

In plain words
What is it for?
Use it to audit the last 30 days of logged token picks and prediction-market picks, including repeated picks.
Why use it?
It helps compare past choices with later results instead of relying on memory.

Skill for Claude CodeCodex

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.

agentmods
npx agentmods add skills/aaronjmars/aeon-agent/picks-tracker
Any agent
npx skills add aaronjmars/aeon-agent --skill picks-tracker
Clone the repo
git clone --depth 1 https://github.com/aaronjmars/aeon-agent

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 picks-tracker

README.md
[![agentmods](https://agentmods.dev/badge/skills/aaronjmars/aeon-agent/picks-tracker.svg)](https://agentmods.dev/skills/aaronjmars/aeon-agent/picks-tracker)
Your own site
<a href="https://agentmods.dev/skills/aaronjmars/aeon-agent/picks-tracker"><img src="https://agentmods.dev/badge/skills/aaronjmars/aeon-agent/picks-tracker.svg" alt="Measured on agentmods" height="20"></a>
Per session 27 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,673 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 1 finding. Scan, not verified.
Origin 100% copy Near-identical to another mod 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 $0.00027 $0.01673
Opus 5 $0.00014 $0.00837
Sonnet 5 $0.00005 $0.00335
Haiku 4.5 $0.00003 $0.00167

Measured today against content hash 3a7e1f9abef3, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-05, from the pricing page.

Security

Grade A, and why

picks-tracker scanned grade A with 1 finding 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 today.

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.

Makes network callslowCapability

Not a fault in itself. Listed so you know the mod talks to something, and to what.

`curl` works — there is no network sandbox. For every curl call, if it fails or returns empty/error, use **WebFetch** for the same URL as a fallback for a flaky public GET.
Origin

This is a copy

100% identical to picks-tracker — 0 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.

skills/picks-tracker/SKILL.md · 194 lines

How it starts

The opening of the file, as written. The whole thing — 194 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Today is ${today}. Your task is to audit the last 30 days of token picks and score them against current prices.

Read memory/MEMORY.md for context.

Network note

curl works — there is no network sandbox. For every curl call, if it fails or returns empty/error, use WebFetch for the same URL as a fallback for a flaky public GET.

Steps

1. Extract token picks from logs

Scan the last 30 days of memory/logs/ for token picks. For each log file, grep for lines matching **Token:**. Extract:

  • Symbol (e.g., XMR, HYPE, TAO)
  • Date (from the filename, e.g., 2026-04-19)
  • Pick price (the number after $ on the same line, ignoring ~ approximations)

Also extract prediction market picks from lines matching **Market:**:

  • The question text (in quotes)
  • The position taken (YES or NO)
  • The price/odds at pick time

Expected log format (written by token-pick and monitor-polymarket):

- **Token:** XMR — $350.52 (+1.17% 24h, +2.55% 7d)
- **Market:** "US x Iran permanent peace deal by April 30?" — NO $0.615 (YES 38.5%)

Focus on the last 30 days of logs. If a token was picked multiple times, record each instance separately.

If zero picks are found in the window, log PICKS_TRACKER_SKIP: no picks in last 30 days — enable token-pick / monitor-polymarket and stop (no notification).

2. Fetch current token prices

For each unique token symbol, fetch the current price from CoinGecko.

First, try the search endpoint to get the coin ID:

curl -s "https://api.coingecko.com/api/v3/search?query=SYMBOL" \
  ${COINGECKO_API_KEY:+-H "x-cg-demo-api-key: $COINGECKO_API_KEY"}

Then fetch the price:

curl -s "https://api.coingecko.com/api/v3/simple/price?ids=COIN_ID&vs_currencies=usd&include_24hr_change=true" \
  ${COINGECKO_API_KEY:+-H "x-cg-demo-api-key: $COINGECKO_API_KEY"}

Fallback: If curl fails, use WebFetch for the same URL (drop the API key header).

Common ID mappings (use directly, skip search step):

  • HYPE → hyperliquid
  • XMR → monero
  • TAO → bittensor
  • ENJ → enjincoin
  • DASH → dash
  • ORDI → ordinals
  • MORPHO → morpho
  • RENDER → render-token
  • JUP → jupiter-exchange-solana
  • KAS → kaspa
  • ENA → ethena
  • ALGO → algorand
  • APT → aptos
  • FET → fetch-ai
  • ZEC → zcash
  • ETHFI → ether-fi

Read the full file on GitHub · 194 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. today First seen · 194 lines · 27 tokens per session scan A 3a7e1f9abef3

Subscribe to this mod's changes

picks-tracker is a skill published in the GitHub repository aaronjmars/aeon-agent (11 stars, last pushed yesterday), licensed MIT. It adds 27 tokens to every session and 1,673 once invoked, about $0.0001 per session on Opus 5. A static security scan graded it A with 1 finding (makes network calls). It is 100% identical to picks-tracker, differing in 0 lines, and is treated as a copy.