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CD blave-quant

Use for: (1) Blave market alpha data — 籌碼集中度 Holder Concentration, 多空力道 Taker Intensity, 巨鯨警報 Whale Hunter, 擠壓動能 Squeeze Momentum, 市場方向 Market Direction, 資金稀缺 Capital Shortage, 板塊輪動 Sector Rotation (history + heat-map overview), OI 失衡 OI Imbalance, Blave頂尖交易員 Top Trader Exposure, kline (1min K線 included), alpha table, 市場情緒 Market Sentiment, screener saved conditions, Hyperliquid top trader tracking (leaderboard, positions, history, performance, bucket stats), Taiwan stock daily OHLCV, minute-line intraday OHLCV (1m/5m/15m/30m/60m/1d), forward-adjusted prices, institutional investor buy/sell, margin trading data, shareholding distribution, quarterly fundamental statements — income statement, balance sheet, cash flow, dividend events — cash/stock dividends with announce/ex/pay dates, market value ranking — whole-market market-cap snapshot / top-N stock pool, and broker/dealer daily buy/sell by branch (台股日K/現股分線/向後調整/三大法人/融資融券/股權持股分級表/綜合損益表/資產負債表/現金流量表/股利事件/市值排名/分點買賣超), plus Taiwan market-wide 大盤 series — TAIEX index daily OHLC, whole-market turnover, whole-market institutional net buy/sell, whole-market margin balance, TAIEX daily index dividend points incl. forward estimates (大盤加權指數/全市場成交量值/全市場三大法人/全市場融資融券/指數每日除息點數含未來預估); (2) CME / ICE futures OHLCV — WTI crude oil (CL), gold (GC), Brent crude (BRN); daily/hourly/minute candles from 2010; (3) Taiwan Futures OHLCV — TXF (台指期近月連續); daily/intraday candles (1d/1m/5m/15m/30m/60m), 1d from 2013-12-30 and intraday from 2014-01-02; (4) BitMart futures/contract trading — opening/closing positions, leverage, plan orders, TP/SL, trailing stops, account management, sub-account transfers; (5) BitMart spot trading — buy/sell, limit/market orders, account balance, order history, sub-account transfers; (6) OKX trading — spot and perpetual swap, order placement, positions, balance; (7) Bybit trading — spot and derivatives/perpetual swap, order placement, positions, balance, TP/SL; (8) BingX trading — spot and perpetual swap, order pl

ClawHub Agent Skills author: Tseng Wei-Yu v1.22.3 MIT-0 40 files body ≈ 8 066 tokens Open the sourceclawhub.ai↗ analyzed 3 d ago

As a process D 49/100 · Unfinished process — weak spots: result and completion, inputs and preconditions, consistency

ProcedureCommerceInfrastructureFinancetype and topics are labelled automatically from the skill text
Runs in: OpenClaw Claude / Claude Code ChatGPT / Codex Gemini CLI Cursor GitHub Copilot / VS Code Qwen Code Kimi Code CLI Z.ai (GLM) DeepSeek (Deep Code) Mistral Vibe LangChain (deepagents) Goose OpenCode
JSON
Technical rating
C
64/100
safety, quality, tests
Safety 60%
75
Quality 40%
47
Run on models
none yet
Process rating
D
49/100
Unfinished process
Result and completion w 14
0
Inputs and preconditions w 11
0
Progress reporting w 2
0
the three weakest of ten parameters · all ten

How to improve

  1. Shorten the description to 1024 characters.
  2. The SKILL.md body is over 5,000 tokens: move reference detail into references/ and load it when needed.
For the model run — optional
  • Your own cases (evals/evals.json, 4–6 real requests with expected answers): the full check would then run those instead of a model-drafted suite.
  • A spec.yaml with trigger phrases and assertions — a behaviour contract for CI; `skilltest init` writes a template.

Guard findings · 25

✓ No critical or high findings

Medium and low: 25
  • low Exfiltration net-credential-use references/bitmart-api-reference.md:470
    Credential used in a network call (verify the destination is the intended service) (documentation of a security skill)
    curl -s -H "X-BM-KEY: $BITMART_API_KEY" \
    security skill
  • low Exfiltration net-credential-use references/bitmart-api-reference.md:514
    Credential used in a network call (verify the destination is the intended service) (documentation of a security skill)
    curl -s -H "X-BM-KEY: $BITMART_API_KEY" \
    security skill
  • low Exfiltration net-credential-use references/bitmart-api-reference.md:547
    Credential used in a network call (verify the destination is the intended service) (documentation of a security skill)
    curl -s -H "X-BM-KEY: $BITMART_API_KEY" \
    security skill
  • low Exfiltration net-credential-use references/bitmart-api-reference.md:619
    Credential used in a network call (verify the destination is the intended service) (documentation of a security skill)
    curl -s -H "X-BM-KEY: $BITMART_API_KEY" \
    security skill
  • low Exfiltration net-credential-use references/bitmart-api-reference.md:686
    Credential used in a network call (verify the destination is the intended service) (documentation of a security skill)
    curl -s -H "X-BM-KEY: $BITMART_API_KEY" \
    security skill
  • low Exfiltration net-credential-use references/bitmart-close-position.md:12
    Credential used in a network call (verify the destination is the intended service) (documentation of a security skill)
    curl -s -H "X-BM-KEY: $BITMART_API_KEY" \
    security skill
  • low Exfiltration net-credential-use references/bitmart-close-position.md:108
    Credential used in a network call (verify the destination is the intended service) (documentation of a security skill)
    curl -s -H "X-BM-KEY: $BITMART_API_KEY" \
    security skill
  • low Exfiltration net-credential-use references/bitmart-close-position.md:119
    Credential used in a network call (verify the destination is the intended service) (documentation of a security skill)
    curl -s -H "X-BM-KEY: $BITMART_API_KEY" \
    security skill
  • low Exfiltration net-credential-use references/bitmart-open-position.md:12
    Credential used in a network call (verify the destination is the intended service) (documentation of a security skill)
    curl -s -H "X-BM-KEY: $BITMART_API_KEY" \
    security skill
  • low Exfiltration net-credential-use references/bitmart-open-position.md:60
    Credential used in a network call (verify the destination is the intended service) (documentation of a security skill)
    curl -s -H "X-BM-KEY: $BITMART_API_KEY" \
    security skill
  • low Exfiltration net-credential-use references/bitmart-open-position.md:115
    Credential used in a network call (verify the destination is the intended service) (documentation of a security skill)
    curl -s -H "X-BM-KEY: $BITMART_API_KEY" \
    security skill
  • low Exfiltration net-credential-use references/bitmart-open-position.md:128
    Credential used in a network call (verify the destination is the intended service) (documentation of a security skill)
    curl -s -H "X-BM-KEY: $BITMART_API_KEY" \
    security skill
  • low Exfiltration net-credential-use references/bitmart-open-position.md:213
    Credential used in a network call (verify the destination is the intended service) (documentation of a security skill)
    curl -s -H "X-BM-KEY: $BITMART_API_KEY" \
    security skill
  • low Exfiltration net-credential-use references/bitmart-plan-order.md:87
    Credential used in a network call (verify the destination is the intended service) (documentation of a security skill)
    curl -s -H "X-BM-KEY: $BITMART_API_KEY" \
    security skill
  • low Exfiltration net-credential-use references/bitmart-plan-order.md:137
    Credential used in a network call (verify the destination is the intended service) (documentation of a security skill)
    curl -s -H "X-BM-KEY: $BITMART_API_KEY" \
    security skill
  • low Exfiltration net-credential-use references/bitmart-plan-order.md:164
    Credential used in a network call (verify the destination is the intended service) (documentation of a security skill)
    curl -s -H "X-BM-KEY: $BITMART_API_KEY" \
    security skill
  • low Exfiltration net-credential-use references/bitmart-plan-order.md:225
    Credential used in a network call (verify the destination is the intended service) (documentation of a security skill)
    curl -s -H "X-BM-KEY: $BITMART_API_KEY" \
    security skill
  • low Exfiltration net-credential-use references/bitmart-spot-authentication.md:111
    Credential used in a network call (verify the destination is the intended service) (documentation of a security skill)
    curl -s -H "X-BM-KEY: $BITMART_API_KEY" \
    security skill
  • low Exfiltration net-credential-use references/bitmart-spot-scenarios.md:34
    Credential used in a network call (verify the destination is the intended service) (documentation of a security skill)
    curl -s -H "X-BM-KEY: $BITMART_API_KEY" \
    security skill
  • low Exfiltration net-credential-use references/bitmart-spot-scenarios.md:125
    Credential used in a network call (verify the destination is the intended service) (documentation of a security skill)
    curl -s -H "X-BM-KEY: $BITMART_API_KEY" \
    security skill
  • low Exfiltration net-credential-use references/bitmart-spot-scenarios.md:335
    Credential used in a network call (verify the destination is the intended service) (documentation of a security skill)
    curl -s -H "X-BM-KEY: $BITMART_API_KEY" \
    security skill
  • low Exfiltration net-credential-use references/bitmart-spot-scenarios.md:375
    Credential used in a network call (verify the destination is the intended service) (documentation of a security skill)
    curl -s -H "X-BM-KEY: $BITMART_API_KEY" \
    security skill
  • low Exfiltration net-credential-use references/bitmart-tp-sl.md:34
    Credential used in a network call (verify the destination is the intended service) (documentation of a security skill)
    curl -s -H "X-BM-KEY: $BITMART_API_KEY" \
    security skill
  • low Exfiltration net-credential-use references/bitmart-tp-sl.md:127
    Credential used in a network call (verify the destination is the intended service) (documentation of a security skill)
    curl -s -H "X-BM-KEY: $BITMART_API_KEY" \
    security skill
  • low Exfiltration net-credential-use references/bitmart-tp-sl.md:244
    Credential used in a network call (verify the destination is the intended service) (documentation of a security skill)
    curl -s -H "X-BM-KEY: $BITMART_API_KEY" \
    security skill

Files scanned: 40. Evidence is masked. Grey chips explain why severity was lowered.

Against the Agent Skills spec

  • error description-long description is 3433 chars, limit 1024
  • warning body-long SKILL.md body ≈ 8066 tokens (recommended < 5000); move details to references/
  • note description-budget description takes 3433 of the ~15000-char shared budget for all skills

Process rating: all ten parameters 49/100

  • 0Result and completion. Does not say what the result is
  • 0Inputs and preconditions. Does not say what the process needs to start
  • 0Progress reporting. Says nothing while it works
  • 30Running it twice. 6 mutating operations with no state check
  • 40Consistency. Frontmatter name (blave-quant) differs from the folder (blave-quant-skill)
  • 40Execution cost. Instruction body is 8066 tokens: crowds the task out of the window
  • 50When it triggers. No condition that starts the skill
  • 60Tools and files. Uses tools (web, python) that frontmatter does not declare
  • 100Steps. 31 steps
  • 100Failures and branches. 4 branches, has a failure section
  • medium Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
  • low The response is described with custom markup (45 tags): a typed call is more reliable

Everything here is measured from the skill text rather than judged by a model, so the numbers are checkable. A parameter weighs more when it is a more common reason for the process to stall.

Quality signals

  • +5Description has no quoted example phrases that should trigger the skill
  • +4Description does not say when NOT to use the skill (false activations)
  • +3Description length 3433: 120–800 characters recommended
  • +3Output format is not stated: the model decides each time
  • +1No license
  • +2Single-language instructions
  • +4Structure: 49 headings
  • +3Step-by-step instructions: 31 items
  • +4Has examples (4 code blocks)
  • +4Reference files are cited in the instructions (27 of 35)

Quality base 70; lint remarks subtract, signals add up to 100. Result: 47.

External checks

ClawHub: suspicious
The skill discloses live trading features, but it needs Review because it also tells agents to download and run marketplace strategy code in an environment that may hold trading keys.
LLM: suspicious (high) · 2 Sept 2026