token-pick

SkillDev tools

Lets your agent scan crypto and prediction markets daily and send one scored token pick and one market pick.

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the token-pick skill

About this capability

One token recommendation and one prediction market pick - scored, quantified, with a skip branch when signals are weak

What this skill tells your AI

The instructions your AI receives, as published by aeonfun/aeon in skills/token-pick/SKILL.md and read by ahel’s review.

${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-demo-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-demo-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:

SignalPoints
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:

  1. Read the question and current YES price (price/outcomePrices).
  2. Use WebSearch to gather 1–3 recent data points relevant to the resolution.
  3. Estimate a fair YES probability as a single number (your best calibrated guess, not a range). State the 1–3 inputs you used.
  4. Compute edge = |fair − current_price| as percentage points.
  5. 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

TierToken criterionMarket criterion
HIGHsignal score ≥ 7edge ≥ 10pp
MEDIUMsignal score 4–6edge 5–10pp
SKIPsignal score < 4edge < 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?"

Network note

There is no network sandbox — curl works, with WebFetch as the fallback for any URL fetch (CoinGecko, DexScreener, Polymarket all work without auth). For an auth'd API, call ./secretcurl with a {ENV_NAME} placeholder (the key is injected via requires:). 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.

Signals

GitHub stars
750
Forks
264
Last commit
Sep 2026
Advanced
Catalog kind
skill
Gateway key
token-pick
Source
github.com/aeonfun/aeon