# Freqtrade Strategy Deploy

> Scaffolds standard-compliant Python strategy files for Freqtrade, runs parallel hyperparameter optimizations, dry-runs them, and elevates to live webhook monitoring.

- Skill: `knuckles-team/freqtrade-strategy-deploy` (Agent Skill, multi-file: 2 files)
- Install (CLI): `npx skillmds@latest add knuckles-team/freqtrade-strategy-deploy`
- Raw SKILL.md: https://api.skillmd.com/api/skills/knuckles-team/freqtrade-strategy-deploy/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: DevOps & Infra
- Author: Knuckles-Team (https://skillmd.com/u/knuckles-team)
- Updated: 2026-09-17
- Page: https://skillmd.com/skills/knuckles-team/freqtrade-strategy-deploy

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# Freqtrade Strategy Deploy Workflow

**CONCEPT:EE-011**

Scaffolds standard-compliant Python strategy files for Freqtrade, runs parallel hyperparameter optimizations, dry-runs them, and elevates to live webhook monitoring.

## Steps

### Step 1: Strategy Coder
**Agent**: `data-fetcher`
**Tools**: `graph_query, sx_search`

Code a syntax-valid Freqtrade python strategy subclass.
Expected: `freqtrade-strategy-file`

### Step 2: Hyperparameter Tuner [depends_on: strategy-coder]
**Agent**: `compute-engine`
**Tools**: `graph_analyze`

Run Freqtrade hyperopt parameter sweeps in parallel.
Expected: `optimized-hyperparameters`

### Step 3: Dry Run Verify [depends_on: hyperparameter-tuner]
**Agent**: `risk-assessor`
**Tools**: `graph_query, graph_analyze`

Deploy to dry-run container stack and assert correct connection states.
Expected: `dry-run-stability-metrics`

### Step 4: Live Enable Trigger [depends_on: dry-run-verify]
**Agent**: `report-generator`
**Tools**: `graph_write, document_tools`

Elevate to live exchange endpoints and register with Telegram webhook.
Expected: `live-deployment-logs`

### Step 5: KG Persistence [depends_on: live-enable-trigger]
**Agent**: `report-generator`
**Tools**: `graph_write`

Persist workflow results as nodes and edges in the Knowledge Graph.
Create appropriate typed nodes with metadata and link to existing domain entities.

## Output
- Freqtrade Strategy Deploy results persisted in KG
- Structured report (MD/PDF)
- Audit trail with timestamps and agent attributions

## Execution

Run this workflow as a dependency-ordered DAG. Steps with no unmet `depends_on` run in parallel; dependents run after their prerequisites complete.

- **Run first (in parallel):** Step 1 — Strategy Coder
- **After level 0:** Step 2 — Hyperparameter Tuner
- **After level 1:** Step 3 — Dry Run Verify
- **After level 2:** Step 4 — Live Enable Trigger
- **After level 3:** Step 5 — KG Persistence

**Execution:** If graph-os is reachable, offload the whole DAG via `graph_orchestrate action=execute_workflow` (or the `kg-delegate` skill) for true parallel/swarm execution. Otherwise execute the steps natively in dependency order: run steps with no unmet `depends_on` in parallel, then their dependents.