Playbooks · Crypto quant workflows
Download historical candles for a selected market and timeframe
Fetch OHLCV for one fixed pair and confirm the requested range.
FREE AGENT SKILLS · MCP · AUTOMATION
Playbooks
Free public resources
Agent artifactsAgent authorizationAgent contextAgent evaluationAgent interoperabilityAgent memoryAgent observabilityAgent operationsAgent orchestrationAgent outputAgent recoveryAgent reliabilityAgent researchAgent runtimeAgent safetyAgent setupAgent stateAgent toolsAgent workflowsContent automationCrypto quant researchCrypto quant workflowsData automationDocument automationDocument and data automationMCP clientsMCP reliabilityMCP resourcesMCP serversMCP testingRetrievalSkill authoring
Playbooks · Crypto quant workflows
Fetch pre-range candles to warm up indicators
Prevent empty indicators or distorted signals at the start of a backtest due to insufficient startup candles.
Playbooks · Crypto quant workflows
Download futures open interest for research
Add contract-position data without placing orders and verify futures-pair syntax.
Playbooks · Crypto quant workflows
Create a reproducible baseline strategy backtest
Pin strategy, market, wallet, fees, and time range and retain a baseline result.
Playbooks · Crypto quant workflows
Compare strategies on identical data
Compare strategies under the same pairs, timeframe, fees, and wallet.
Playbooks · Crypto quant workflows
Stress-test how fees affect backtest results
Vary the backtest fee explicitly to measure its impact per round trip and across the strategy.
Playbooks · Crypto quant workflows
Check whether a strategy only fits one market period
Separate development and later validation windows instead of repeatedly tuning and reporting on one period.
Playbooks · Crypto quant workflows
Export backtest trades for independent review
Retain individual trades and run settings so summary metrics can be recomputed.
Playbooks · Crypto quant workflows
Evaluate cooldown and drawdown protections in backtests
Explicitly enable protections and assess how lock conditions change trades and risk metrics.
Playbooks · Crypto quant workflows
Detect lookahead bias before using a strategy
Check whether a strategy uses future candle information unavailable at decision time.
Playbooks · Crypto quant workflows
Check startup history for recursive indicator convergence
Compare EMA-like values across startup lengths to find early signal drift.
Playbooks · Crypto quant workflows
Search entry and exit parameters on development data
Generate candidate parameters on fixed history and reserve an independent period for validation.
Playbooks · Crypto quant workflows
Tune protection parameters and review lock behavior
Assess whether cooldown/stoploss protection improves risk metrics rather than just reducing trades.
Playbooks · Crypto quant workflows
Break down backtest results by exit reason
Inspect historical behavior separately for ROI, stoploss, and custom exit tags.
Playbooks · Crypto quant workflows
Plot entries and exits from a backtest export
Overlay trades on price and indicator charts to inspect suspect signal timing.
Playbooks · Crypto quant workflows
Observe paper trades using dry-run configuration
Use a simulated wallet and dedicated database to observe signals and fills without live orders.
Playbooks · Crypto quant workflows
Verify historical funding rates for futures backtests
Separate historical funding from user-specified fallback assumptions.
Playbooks · Crypto quant workflows
Check isolated-margin configuration in paper mode
Verify futures pair notation, futures mode, isolated margin, and dry-run together.
Playbooks · Crypto quant workflows
Evaluate strategy stability across market regimes
Report predeclared historical windows separately so aggregate results do not hide failures.
Playbooks · Crypto quant workflows
Verify the pair universe actually used in a backtest
Inspect filtered pairs with `test-pairlist`, then freeze them as `StaticPairList` for reproducible backtests.
Playbooks · Agent workflows
Validate a note tool call before saving
Use Pydantic models to reject malformed note and author fields before a persistence adapter receives them.
Playbooks · Agent workflows
Extract nutrition facts from a label image
Convert a supplied nutrition-label image into typed fields through a read-only tool call, then review uncertain values.
Playbooks · Agent workflows
Build a bounded calculator tool
Let an agent request arithmetic while keeping expression parsing and execution in a deterministic local function.
Playbooks · Agent workflows
Load large tool catalogs only when needed
Reduce prompt overhead by starting with a tool-description lookup and loading only the selected tool definitions.
Playbooks · Agent workflows
Require a specific action tool for a workflow
Use `tool_choice` to enforce a typed handoff when every request must produce a machine-consumable action proposal.
No matching entries.