Polyhub Discover Skill

Version: v0.3.8

When to use

Use this skill when the user asks about:

• Discover page tag list
• Trader rankings on the discover page
• Cross-tag discover queries
• Filtering and sorting discover traders
• Looking up a trader by address
• Looking up market tags by condition IDs

Requirements

• curl must be available in the runtime environment

POLYHUB_API_BASE_URL is fixed to https://polyhub.skill-test.bedev.hubble-rpc.xyz.

This skill does not require POLYHUB_API_KEY.

Safety rules

• These are public read-only endpoints. No confirmation step is required.
• Do not invent filter values. Only pass filters the user requested.
• Prefer building query strings from explicit user intent.
• When querying by address, trim whitespace and keep the original checksum/casing if provided.

Tools

Use the bash tool to call the API with curl.

Fast Path

For common intents, map user requests like this:

• “discover 页有哪些标签” -> GET /api/v1/markets/tags
• “看某个 tag 的 trader 排行” -> GET /api/v1/traders-v2/?tag=...
• “跨 tag 找高手” -> GET /api/v1/traders-v2/?tag=CROSS-TAG
• “看某个地址在各标签下的数据” -> GET /api/v1/traders/by-address?user_id=...
• “查 condition id 对应什么标签” -> GET /api/v1/markets/by-condition-ids?ids=...

Curl base setup

BASE="https://polyhub.skill-test.bedev.hubble-rpc.xyz"

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Tags

Action: List discover tags

• GET /api/v1/markets/tags
• Auth: public

curl -sS --fail-with-body "$BASE/api/v1/markets/tags"

Use this when the user wants the discover page tag list or wants to browse available niches first.

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Trader Rankings

Action: List traders for discover

• GET /api/v1/traders-v2/
• Auth: public

Core query params:

• tag — required
• time_range — required: all or 30d
• limit — optional, default 10, max 100
• offset — optional, default 0
• filterBots — optional: 0 or 1
• sort_by — optional: volume, pnl, roi, avg_adt, trade_count_30, ev_per_bought, timing_score
• sort_direction — optional: asc or desc

Range filter params:

• pnl_min, pnl_max
• volume_min, volume_max
• roi_min, roi_max
• avg_adt_min, avg_adt_max
• trade_count_30_min, trade_count_30_max
• ev_per_bought_min, ev_per_bought_max
• timing_score_min, timing_score_max

Validation:

• tag is required
• time_range must be all or 30d
• limit should be between 1 and 100
• offset should be 0 or greater
• filterBots should be 0 or 1

Example: standard discover query

curl -sS --fail-with-body \
  "$BASE/api/v1/traders-v2/?tag=Politics&time_range=all&limit=10&offset=0"

Example: cross-tag query

curl -sS --fail-with-body \
  "$BASE/api/v1/traders-v2/?tag=CROSS-TAG&time_range=30d&limit=20&offset=0"

Example: filtered and sorted query

curl -sS --fail-with-body \
  "$BASE/api/v1/traders-v2/?tag=Sports&time_range=30d&filterBots=1&pnl_min=1000&trade_count_30_min=30&sort_by=ev_per_bought&sort_direction=desc"

Guidance:

• Use tag=CROSS-TAG when the user wants discover results across all tags.
• Use time_range=30d when the user asks for recent performance.
• Use filterBots=1 when the user explicitly wants bot filtering.
• Prefer sort_direction=desc unless the user explicitly wants ascending order.

---

Trader Detail

Action: Get trader stats by address

• GET /api/v1/traders/by-address
• Auth: public

Required query params:

• user_id — trader wallet address

Optional query params:

• time_range — if supported by caller flow

curl -sS --fail-with-body \
  "$BASE/api/v1/traders/by-address?user_id=0x1234..."

Use this when the user clicks into a trader from discover and wants stats across tags.

---

Market Tag Lookup

Action: Get market tags by condition IDs

• GET /api/v1/markets/by-condition-ids
• Auth: public

Required query params:

• ids — comma-separated condition ID list

Validation:

• ids must not be empty
• The backend supports up to 200 IDs per request

curl -sS --fail-with-body \
  "$BASE/api/v1/markets/by-condition-ids?ids=0xabc,0xdef"

Use this when the user wants to map market condition IDs back to discover tags.

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Strategy: Find Profitable Traders

When the user asks to find traders worth copying (e.g. "帮我找值得跟单的地址", "find me smart money", "谁在赚钱"), follow this multi-step process:

Step 1: Query top traders

Choose the scope based on user intent:

• If user specifies a tag (e.g. "Sports"), use that tag
• If user wants broad search, use tag=CROSS-TAG
• Always use time_range=30d unless user asks for all-time

Default filters (user can override any):

• filterBots=1 (exclude bots)
• pnl_min=5000 (minimum $5K profit in 30 days)
• timing_score_min=52 (at least slightly positive alpha)
• trade_count_30_min=30 (enough trades for statistical significance)
• sort_by=ev_per_bought, sort_direction=desc (rank by expected return per dollar)
• limit=15

curl -sS --fail-with-body \
  "$BASE/api/v1/traders-v2/?tag=Sports&time_range=30d&filterBots=1&pnl_min=5000&timing_score_min=52&trade_count_30_min=30&sort_by=ev_per_bought&sort_direction=desc&limit=15"

Step 2: Identify hot sub-tags

From Step 1 results, note which tags appear frequently in top results. Common valuable sub-tags under Sports: Soccer, Premier League, UCL, NBA, NHL, Liga MX, Argentina Primera División.

Then query those specific sub-tags with the same filters to find specialists:

curl -sS --fail-with-body \
  "$BASE/api/v1/traders-v2/?tag=Soccer&time_range=30d&filterBots=1&pnl_min=5000&timing_score_min=52&trade_count_30_min=10&sort_by=ev_per_bought&sort_direction=desc&limit=10"

Step 3: Cross-validate with by-address

For top 3-5 candidates, call by-address to see their performance across ALL tags:

curl -sS --fail-with-body \
  "$BASE/api/v1/traders/by-address?user_id=0x..."

Evaluation criteria (prioritized):

1. Multi-tag consistency: Strong in 3+ sub-tags beats one-hit wonder
2. Alpha Score > 55: Indicates buy-low-sell-high timing ability (higher = better)
3. EV/Bought > 0.25: Good expected return per dollar invested
4. 30D trades >= 30: Statistically reliable sample size
5. Positive 30D PnL across tags: Not just one lucky market

Disqualify if:

• ALL-HUBBLE EV < 0.1 (too many low-quality trades overall)
• Only one sub-tag has positive PnL (single-market luck)
• Alpha = 50 exactly in main tag (no timing edge)

Step 4: Present results and handoff

Present ranked results in this format:

🏆 推荐跟单地址

1. 0x{address}
   📊 Sports 30D: PnL ${pnl}, EV/Bought {ev}, Alpha {alpha}
   📈 强势子标签: {subtag1} (EV {ev1}), {subtag2} (EV {ev2})
   🔗 详情: https://polyhub.hubble.xyz/trader/{address}

想跟单哪个？
A) 我直接帮你创建跟单任务（通过 polyhub_copy skill，需要 API key）
B) 打开网页操作: https://polyhub.hubble.xyz/discover?copy={address}&tag={tag}

Parameter override examples

• "PnL 至少 1 万" → pnl_min=10000
• "要更活跃的" → trade_count_30_min=100
• "Alpha 要高" → timing_score_min=60
• "我要看机器人" → filterBots=0
• "看全量数据" → time_range=all

Empty results fallback

If a query returns zero results, progressively loosen filters:

1. Reduce pnl_min to 1000
2. Reduce trade_count_30_min to 10
3. Remove timing_score_min
4. Broaden to tag=CROSS-TAG if using a niche sub-tag

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Handoff to Copy

After the user selects an address to copy:

1. Preferred: Skill 直接创建 — If POLYHUB_API_KEY is configured, use polyhub_copy skill's "Quick Copy from Discover" flow:
   • Check balance via GET /api/v1/portfolio/stats
   • If balance sufficient → POST /api/v1/copy-tasks with targetTrader and optional filteredByTag
   • If balance insufficient → direct user to deposit on the web (skill cannot deposit): https://polyhub.hubble.xyz/copy-history?action=deposit
2. Fallback: 网页端跟单 — Provide the deep link: https://polyhub.hubble.xyz/discover?copy={address}&tag={tag}
3. Always show the trader detail page link: https://polyhub.hubble.xyz/trader/{address}

Note: Depositing funds is only possible via the web UI, not through any skill or API.

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Error handling

• 400: Invalid query parameters such as missing tag, invalid time_range, or empty ids
• 500: Backend query failed or service unavailable