Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add besoeasy/open-skills --skill freqtrade-plugin-activationgit clone --depth 1 https://github.com/besoeasy/open-skillsWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/besoeasy/open-skills/freqtrade-plugin-activation)<a href="https://agentmods.dev/skills/besoeasy/open-skills/freqtrade-plugin-activation"><img src="https://agentmods.dev/badge/skills/besoeasy/open-skills/freqtrade-plugin-activation/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/besoeasy/open-skills/freqtrade-plugin-activation"><img src="https://agentmods.dev/badge/skills/besoeasy/open-skills/freqtrade-plugin-activation.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector warn
SkillSpector: 3 findings, up to high
These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →
- high Supply Chain · line 108 Remote code is downloaded and executed. This bypasses code review and could introduce malicious code.Fix: Avoid downloading and executing remote scripts. Use trusted packages from PyPI/npm. If remote fetch is required, verify checksums and use HTTPS.
- medium Data Exfiltration · line 108 Data is being sent to an external URL. This could be legitimate telemetry or data exfiltration. Manual review is recommended.Fix: Verify the destination URL is trusted and necessary. Remove or replace with documented APIs. Ensure no secrets, tokens, or PII are transmitted.
- medium Data Exfiltration · line 111 Data is being sent to an external URL. This could be legitimate telemetry or data exfiltration. Manual review is recommended.Fix: Verify the destination URL is trusted and necessary. Remove or replace with documented APIs. Ensure no secrets, tokens, or PII are transmitted.
What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00074 | $0.01628 |
| Opus 5 | $0.00037 | $0.00814 |
| Sonnet 5 | $0.00015 | $0.00326 |
| Haiku 4.5 | $0.00007 | $0.00163 |
Grade A, and why
freqtrade-plugin-activation scanned grade A with 1 finding against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 6d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
curl -fsS --max-time 10 "https://api.telegram.org/bot<TOKEN>/getMe" How it starts
The opening of the file, as written. The whole thing — 179 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Freqtrade Plugin Activation
Audit which optional freqtrade components are active and enable missing ones: FreqUI (browser dashboard), secured API server, and Telegram alerting. Outcome: a running bot with remote monitoring and control.
Quick quality checklist
namematches folder name exactly (kebab-case)- All examples tested against freqtrade 2025+ venv installs
- Uses only freqtrade built-ins (no paid services)
- No tokens, keys, or personal paths in examples
When to use
- Use case 1: "Is FreqUI/Telegram/protections active on my bot?"
- Use case 2: Before going live — verify monitoring and controls exist
- Use case 3: After installing freqtrade from source into a
.venv
Required tools / APIs
- freqtrade CLI inside the project venv
- jq or python3 for JSON inspection of
user_data/config.json - Telegram bot token (free, from @BotFather) — only for the Telegram step
Skills
audit_plugins
One-shot status check of every pluggable component.
# Run from the freqtrade source/project root; adjust paths
python3 - <<'EOF'
import json
c = json.load(open("user_data/config.json"))
api = c.get("api_server", {})
tg = c.get("telegram", {})
print("dry_run: ", c.get("dry_run"))
print("strategy: ", c.get("strategy"))
print("pairlists: ", [p["method"] for p in c.get("pairlists", [])])
print("protections_cfg:", "protections" in c) # may live in strategy file instead
print("api_server: ", api.get("enabled"), api.get("listen_ip_address") + ":" + str(api.get("listen_port")))
print("jwt_default: ", api.get("jwt_secret_key", "").startswith("CHANGE_THIS"))
print("telegram: ", tg.get("enabled"), "(token placeholder)" if tg.get("token", "").startswith("YOUR_") else "")
EOF
# Protections defined in the strategy instead?
grep -n "protections" user_data/strategies/<StrategyName>.py
# Is the REST API actually listening?
ss -tlnp | grep <port> # default 8080; often remapped to 8081
# FreqUI installed? (path differs for source checkouts)
ls freqtrade/rpc/api_server/ui/installed/index.html 2>/dev/null || echo "FreqUI missing"
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 6d ago First seen · 179 lines · 74 tokens per session scan A cc24d9574029
freqtrade-plugin-activation is a skill published in the GitHub repository besoeasy/open-skills (132 stars, last pushed 7d ago), licensed MIT. It adds 74 tokens to every session and 1,628 once invoked, about $0.0004 per session on Opus 5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-05.
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