Token Pick
GitHub每日推荐一个代币和一个预测市场选项,基于量化信号评分和信心等级。若信号弱则跳过,避免重复推荐,强制要求有新催化剂方可复用标的。
Trigger Scenarios
Install
npx skills add aaronjmars/aeon --skill Token Pick -g -y
SKILL.md
Frontmatter
{
"var": "",
"mode": "read-only",
"name": "Token Pick",
"tags": [
"crypto"
],
"type": "Skill",
"category": "crypto",
"requires": [
"COINGECKO_API_KEY?"
],
"description": "One token recommendation and one prediction market pick — scored, quantified, with a skip branch when signals are weak",
"capabilities": [
"external_api",
"sends_notifications"
]
}
${var} — Focus area or thesis (e.g. "AI tokens", "election markets", "contrarian bets"). If empty, scans broadly.
Read memory/MEMORY.md for context.
Read the last 7 days of memory/logs/ and grep for prior Token Pick entries — extract the symbols and market questions already picked. Hard dedup gate: do not re-pick the same token or the same prediction market unless there is a materially new catalyst that you can name in one sentence.
Goal
Produce ONE token call and ONE prediction-market call per day, each with a numeric signal/edge score and a conviction tier. If neither qualifies for at least MEDIUM conviction, send a short "no picks today" message rather than forcing a weak pick.
Steps
1. Fetch token data
# Trending coins
curl -s "https://api.coingecko.com/api/v3/search/trending" \
${COINGECKO_API_KEY:+-H "x-cg-pro-api-key: $COINGECKO_API_KEY"}
# Top 250 by market cap with 24h and 7d changes
curl -s "https://api.coingecko.com/api/v3/coins/markets?vs_currency=usd&order=market_cap_desc&per_page=250&page=1&sparkline=false&price_change_percentage=24h,7d" \
${COINGECKO_API_KEY:+-H "x-cg-pro-api-key: $COINGECKO_API_KEY"}
# BTC + ETH 24h/7d for relative-strength benchmark (extract from the markets call above; no extra request needed)
# DEX-side cross-confirmation (no auth, optional but preferred)
curl -s "https://api.dexscreener.com/latest/dex/search?q=trending"
If any curl returns empty or errors, retry once with WebFetch for the same URL. Track per-source status (cg=ok|fail, dex=ok|fail) — surfaced in the output footer.
2. Fetch prediction markets
# Top events by 24h volume (events group multi-outcome questions)
curl -s "https://gamma-api.polymarket.com/events?active=true&closed=false&order=volume_24hr&ascending=false&limit=30"
# Newer markets gaining traction
curl -s "https://gamma-api.polymarket.com/markets?closed=false&order=startDate&ascending=false&limit=20"
WebFetch fallback on failure. Track poly=ok|fail.
3. Score every candidate token (0–10 scale)
For each token in the top 250 (and the trending list), compute a signal score:
| Signal | Points |
|---|---|
| 24h price change > 0 | +1 |
| 7d price change > 0 | +1 |
| Both 24h and 7d > +5% | +2 (in addition to above) |
| Appears on CoinGecko trending list | +2 |
| Volume/MarketCap ratio ≥ 0.10 | +2 |
| Volume/MarketCap ratio ≥ 0.20 (replaces above) | +3 |
| Outperforming BOTH BTC and ETH on the 7d | +2 |
| Confirmed on DexScreener trending/gainers (cross-source) | +1 |
Matches ${var} thesis when set |
+1 |
Drop candidates with market cap < $20M (too pumpable) unless ${var} explicitly targets micro-caps. Drop any token already picked in the last 7 days (per dedup gate) unless you can name a fresh catalyst.
Pick the highest-scoring token. Use WebSearch to surface the most likely catalyst and at least one named risk (regulatory, unlock, narrative-faded, exchange listing, etc.).
4. Score prediction markets — edge calculation
For the top ~10 markets by 24h volume that pass the dedup gate (and ${var} filter when set), do this for each:
- Read the question and current YES price (
price/outcomePrices). - Use WebSearch to gather 1–3 recent data points relevant to the resolution.
- Estimate a fair YES probability as a single number (your best calibrated guess, not a range). State the 1–3 inputs you used.
- Compute
edge = |fair − current_price|as percentage points. - Liquidity gate: require 24h volume ≥ $50k AND market not resolving in < 24h (no last-minute mean-reversion roulette).
Pick the market with the largest edge that clears the gate. If you cannot defend a fair-value estimate within ±10% (insufficient public info), discard and try the next market.
5. Conviction tiers
| Tier | Token criterion | Market criterion |
|---|---|---|
| HIGH | signal score ≥ 7 | edge ≥ 10pp |
| MEDIUM | signal score 4–6 | edge 5–10pp |
| SKIP | signal score < 4 | edge < 5pp |
Skip-day branch: if BOTH the chosen token and the chosen market land in SKIP, do not synthesize a pick. Send the skip message (step 6b) and log accordingly. This is a feature — forcing low-conviction picks degrades the signal of the whole feed.
6a. Notification — normal day (under 4000 chars)
Send via ./notify:
*Daily Pick — ${today}*
*Token: SYMBOL* [HIGH | MEDIUM] signal X/10
Price: $X.XX (±X.X% 24h / ±X.X% 7d) | mcap $XB | vol $XM (vol/mcap X.XX)
Score breakdown: [trending+2, vol/mcap+3, RS vs BTC/ETH+2, narrative+1] = 8/10
Catalyst: [one sentence — what's driving this right now, named source/event]
Risk: [one sentence — concrete risk, not generic "could go down"]
Vs recent picks: [first time / repeat with new catalyst: ...]
*Market: "Question?"* [HIGH | MEDIUM] edge Xpp
Current: YES X¢ / NO Y¢ | 24h vol $Xm | resolves: DATE
Fair YES: ~Y% (inputs: [src1], [src2], [src3])
Thesis: [one sentence — why the market is wrong, action implied]
Risk: [one sentence — what could make your fair-value estimate wrong]
sources: cg=ok|fail, dex=ok|fail, poly=ok|fail
not financial advice — pattern-matching only
If only one of the two pick types qualifies, send just that one section (omit the other entirely — do not include a HIGH and a SKIP in the same message).
6b. Notification — skip day
*Daily Pick — ${today}* — no picks
Token signals weak today (best: SYMBOL @ score 3/10).
Markets either thin liquidity or no defensible edge ≥ 5pp (best: "Question?" edge 2pp).
Tomorrow.
sources: cg=ok|fail, dex=ok|fail, poly=ok|fail
If all sources failed, send TOKEN_PICK_NO_DATA with the source-status line — do not invent picks from cached intuition.
6c. Offer a deep-dive (force-reply — normal-day only)
Only after a normal-day send (6a) — never on the skip-day (6b) or the no-data path (weak signals → no pick, so no offer). This skill is read-only, so it can't run the deep report itself; instead it offers to hand off to token-movers (write mode), which owns the single-token deep report and the deep-dive: handler. Because force_reply and inline buttons can't share one message, send this as a SEPARATE ./notify AFTER the 6a pick:
./notify "Want a deeper report on a token? Reply with a ticker or contract." \
--force-reply --placeholder "e.g. WIF" \
--context "token-movers::deep-dive"
The token-movers::deep-dive marker routes the operator's reply to token-movers as var="deep-dive:<their text>"; token-movers strips the deep-dive: prefix and produces the single-token deep report.
Dedup. token-pick runs once daily, so one offer per run is already once-per-day. Being read-only, it can't write a FORCE_REPLY_OFFERED marker — but it already reads recent logs, so if today's log already carries a FORCE_REPLY_OFFERED: deep-dive line (e.g. token-movers offered earlier today), SKIP this offer to avoid double-nagging.
7. Log to memory/logs/${today}.md
## Token Pick
- **Token:** SYMBOL — $price (±X% 24h) — tier HIGH/MEDIUM/SKIP — score X/10
- **Token thesis:** [one line, including catalyst]
- **Market:** "Question?" — YES X¢ — tier HIGH/MEDIUM/SKIP — edge Xpp
- **Market thesis:** [one line, including fair-value estimate]
- **Sources:** cg=ok|fail, dex=ok|fail, poly=ok|fail
- **Notification sent:** yes (normal | skip | no-data)
Append symbol + market question on a single line for easy grep next-day dedup, e.g.:
TOKEN_PICK_DEDUP: SYMBOL | "Will X happen by Y?"
Sandbox note
The sandbox may block outbound curl. Use WebFetch as a fallback for any URL fetch (CoinGecko, DexScreener, Polymarket all work without auth). For auth-required APIs, use the pre-fetch/post-process pattern (see CLAUDE.md). On total source failure, send the no-data notification rather than silent fail.
Environment Variables
COINGECKO_API_KEY— CoinGecko API key (optional, increases rate limits)
Constraints
- Never force a pick. If signals are weak, the skip message IS the output.
- Never re-pick the same token or market within 7 days unless you can state a new catalyst in one sentence.
- Show your work: every score must show the breakdown; every edge must show the inputs.
- Liquidity gates (mcap ≥ $20M for tokens, 24h vol ≥ $50k for markets) are hard floors — ignoring them turns the feed into a degen casino.
- One token + one market max. Never bundle "honorable mentions" — that defeats the discipline.
Version History
- fb16753 Current 2026-07-05 12:08


