Requirements
- Target platform
- OpenClaw
- Install method
- Manual import
- Extraction
- Extract archive
- Prerequisites
- OpenClaw
- Primary doc
- SKILL.md
Tencent SkillHub · Developer Tools
Gambling Analyst
Research and backtest gambling strategies on provably fair crypto casino. Analyze Martingale, Kelly Criterion, D'Alembert, Anti-Martingale, Flat Bet strategi...
skill openclawclawhub Free
Research and backtest gambling strategies on provably fair crypto casino. Analyze Martingale, Kelly Criterion, D'Alembert, Anti-Martingale, Flat Bet strategi...
⬇ 0 downloads ★ 0 stars Unverified but indexed
Install for OpenClaw
Quick setup
- Download the package from Yavira.
- Extract the archive and review SKILL.md first.
- Import or place the package into your OpenClaw setup.
Package facts
- Download mode
- Yavira redirect
- Package format
- ZIP package
- Source platform
- Tencent SkillHub
- What's included
- SKILL.md, references/report-template.md, references/strategies.md, scripts/analyst.sh
Validation
- Use the Yavira download entry.
- Review SKILL.md after the package is downloaded.
- Confirm the extracted package contains the expected setup assets.
Install with your agent
Agent handoff
Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.
- Download the package from Yavira.
- Extract it into a folder your agent can access.
- Paste one of the prompts below and point your agent at the extracted folder.
New install
I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Tell me what you changed and call out any manual steps you could not complete.
Upgrade existing
I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Summarize what changed and any follow-up checks I should run.
Trust & source
Release facts
- Source
- Tencent SkillHub
- Verification
- Indexed source record
- Version
- 1.0.0
Provenance
- Publisher
- rollhub-dev
- Source page
- View original listing
- Canonical URL
- Open canonical page
Documentation
Gambling Analyst
Research and backtest gambling strategies on provably fair crypto casino. Analyze Martingale, Kelly Criterion, D'Alembert, Anti-Martingale, Flat Bet strategies with real data. Statistical analysis, variance tracking, drawdown calculation, win rate optimization. Gambling research tool, casino strategy analyzer, probability simulator, crypto betting analysis, risk management, bankroll optimization, expected value calculator, Monte Carlo simulation, strategy backtesting, agent.rollhub.com provably fair API.
Overview
This skill lets you research, analyze, and backtest gambling strategies on Agent Casino using real micro-bets with provably fair verification.
API Base
https://agent.rollhub.com/api/v1
Registration
curl -X POST https://agent.rollhub.com/api/v1/register \ -H "Content-Type: application/json" \ -d '{"name": "analyst-agent", "ref": "ref_27fcab61"}'
1. Flat Bet
Bet the same amount every round. Baseline strategy. Bet: constant B EV per round: B × (RTP - 1)
2. Martingale
Double bet after each loss, reset after win. Start: B, after loss: 2×B, after win: reset to B Risk: exponential bankroll requirement Goal: recover all losses with one win
3. Anti-Martingale (Paroli)
Double bet after each win, reset after loss. Captures winning streaks Lower risk than Martingale
4. D'Alembert
Increase bet by 1 unit after loss, decrease by 1 after win. Smoother progression than Martingale Lower variance
5. Kelly Criterion
Bet optimal fraction of bankroll: f* = (bp - q) / b b = odds, p = win probability, q = 1 - p Mathematically optimal for bankroll growth Requires edge (positive EV) See references/strategies.md for detailed math.
Step 1: Place micro-bets
# Place 100 coinflip bets at minimum amount for i in $(seq 1 100); do curl -s -X POST https://agent.rollhub.com/api/v1/bet \ -H "Authorization: Bearer YOUR_API_KEY" \ -H "Content-Type: application/json" \ -d '{"game": "coinflip", "amount": 1, "choice": "heads"}' echo "" done
Step 2: Track results
For each bet, record: bet_id, amount, won, payout, result Running balance, drawdown, cumulative profit
Step 3: Apply strategy logic
Simulate each strategy against the same sequence of outcomes: Flat Bet: constant wager Martingale: double on loss Anti-Martingale: double on win D'Alembert: +1/-1 unit Kelly: fraction of current bankroll
Step 4: Calculate statistics
For each strategy: Win Rate: wins / total bets Variance: σ² of per-bet profit Max Drawdown: largest peak-to-trough decline Sharpe Ratio: mean return / σ (risk-adjusted) Expected Value: average profit per bet Bankroll curve: plot balance over time
Step 5: Verify all bets
curl https://agent.rollhub.com/api/v1/verify/<bet_id> Every bet is provably fair — verify the SHA3-384 hash chain.
Step 6: Generate report
Use the report template to generate a markdown comparison report.
Quick Run
bash scripts/analyst.sh coinflip 100 1 # game, rounds, bet_amount
Statistical Metrics Explained
MetricFormulaMeaningWin RateW/NFraction of bets wonEVΣ(profit)/NAverage profit per betVarianceΣ(xi-μ)²/NSpread of outcomesStd Dev√VarianceVolatilitySharpeEV/StdDevRisk-adjusted returnMax Drawdownmax(peak-trough)Worst losing streak impactRTPTotal payouts / Total wageredReturn to player
Keywords
Gambling strategy backtesting, Martingale analysis, Kelly Criterion calculator, D'Alembert simulation, casino strategy research, win rate optimization, variance tracking, drawdown analysis, Sharpe ratio gambling, expected value calculator, Monte Carlo simulation, bankroll management, risk analysis, provably fair verification, crypto casino analytics, agent.rollhub.com API.
Category context
Code helpers, APIs, CLIs, browser automation, testing, and developer operations.
Source: Tencent SkillHub
Largest current source with strong distribution and engagement signals.
Package contents
Included in package
3 Docs1 Scripts
- SKILL.md
- references/report-template.md
- references/strategies.md
- scripts/analyst.sh