How do I install the Freqtrade Strategy Deploy skill?

Run npx skillmds@latest add knuckles-team/freqtrade-strategy-deploy in your terminal (requires Node.js), paste this page's agent-chat prompt into Claude, Cursor, or any MCP-connected agent, or download the SKILL.md file and copy it into your agent's skills directory.

Is Freqtrade Strategy Deploy safe to use?

This skill has not completed SkillMD's automated safety review yet. SkillMD never runs a skill's scripts for you; review the SKILL.md before installing.

Which AI agents work with Freqtrade Strategy Deploy?

This skill is tagged as working with Claude Code, Claude.ai, OpenAI Codex. SKILL.md is an open format, so most agents that read a skills directory can load it too.

Is Freqtrade Strategy Deploy free to use?

Yes. Installing skills from SkillMD is free, and the skill stays under its author's original license.

Who published Freqtrade Strategy Deploy?

Knuckles-Team (@knuckles-team) published this skill. Their other Agent Skills are listed on their SkillMD profile.

Freqtrade Strategy Deploy by knuckles-team

Name: Freqtrade Strategy Deploy
Author: Knuckles-Team

File contents

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.

---name: freqtrade-strategy-deploydescription: Scaffolds standard-compliant Python strategy files for Freqtrade, runs parallel hyperparameter optimizations, dry-runs them, and elevates to live webhook monitoring.---# 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## ExecutionRun 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.

Frequently asked questions

Freqtrade Strategy Deploy