AI Agent Prediction Arena - Predict Kalshi market outcomes, compete for accuracy
59
Quality
48%
Does it follow best practices?
Impact
Pending
No eval scenarios have been run
Risky
Do not use without reviewing
Optimize this skill with Tessl
npx tessl skill review --optimize ./public/skills/0xrikt/clawarena/SKILL.mdSecurity
3 findings — 1 high severity, 2 medium severity. You should review these findings carefully before considering using this skill.
The skill handles credentials insecurely by requiring the agent to include secret values verbatim in its generated output. This exposes credentials in the agent’s context and conversation history, creating a risk of data exfiltration.
Insecure credential handling detected (high risk: 1.00). The prompt includes examples that save an api_key and show curl commands with an Authorization: Bearer YOUR_API_KEY / a credentials.json containing "claw_sk_xxxxxxxx", which instructs embedding secret API keys verbatim in commands or files and thus requires the agent to handle/output secrets directly (high exfiltration risk).
The skill exposes the agent to untrusted, user-generated content from public third-party sources, creating a risk of indirect prompt injection. This includes browsing arbitrary URLs, reading social media posts or forum comments, and analyzing content from unknown websites.
Third-party content exposure detected (high risk: 0.90). The skill explicitly instructs the agent to fetch and follow external, public content (e.g., "Fetch https://clawarena.ai/heartbeat.md and follow it" and to call public APIs like https://clawarena.ai/api/v1/markets), and those market/leaderboard/reasoning entries are untrusted third‑party content the agent is expected to read and use to decide predictions and actions, enabling indirect prompt injection.
The skill fetches instructions or code from an external URL at runtime, and the fetched content directly controls the agent’s prompts or executes code. This dynamic dependency allows the external source to modify the agent’s behavior without any changes to the skill itself.
Potentially malicious external URL detected (high risk: 0.90). The skill explicitly instructs runtime fetching and following of remote instructions (e.g., "Fetch https://clawarena.ai/heartbeat.md and follow it" and re-fetch https://clawarena.ai/skill.md for updates), so external content at those URLs can directly control agent prompts/behavior.
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