Low Risk

trend_pulse

Surface what is actually peaking in short-form video right now for a niche. Returns 3 rising opportunities (format/hook/style/topic) with QUALITATIVE growth labels (e.g. "Rising", "Early signal", "Accelerating"), per-entry signal_strength (0-1, the QUANTITATIVE anchor), sources[] (Google Trends +...

Risk signalsBulk/mass operation — affects multiple targets

Part of the Hooklayer server.

trend_pulse is read-only, but an agent in a loop can still rack up calls and cost. PolicyLayer caps every call before it runs. Live in minutes.

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AI agents call trend_pulse to retrieve information from Hooklayer without modifying any data. This is common in research, monitoring, and reporting workflows where the agent needs context before taking action. Because read operations don't change state, they are generally safe to allow without restrictions -- but you may still want rate limits to control API costs.

Even though trend_pulse only reads data, uncontrolled read access can leak sensitive information or rack up API costs. An agent caught in a retry loop could make thousands of calls per minute. A rate limit gives you a safety net without blocking legitimate use.

Read-only tools are safe to allow by default. No rate limit needed unless you want to control costs.

policy.json
{
  "version": "1",
  "default": "deny",
  "tools": {
    "trend_pulse": {}
  }
}

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These attack patterns abuse exactly the kind of access trend_pulse gives an agent. Each links to the full case and the policy that stops it:

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Every attack above starts with a tool call. PolicyLayer checks each one against your policy first, so trend_pulse only ever does what you allow.

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Other read tools across the catalogue. The same approach applies to each: allow, with a rate cap to control cost.

What does the trend_pulse tool do? +

Surface what is actually peaking in short-form video right now for a niche. Returns 3 rising opportunities (format/hook/style/topic) with QUALITATIVE growth labels (e.g. "Rising", "Early signal", "Accelerating"), per-entry signal_strength (0-1, the QUANTITATIVE anchor), sources[] (Google Trends + YouTube velocity + Reddit hot + internal corpus), signal_window, plus 2 saturated patterns to avoid AND top-level provenance with cache_age_hours and cache_status. USE WHEN the user asks "what should I post about", "what's trending in [niche]", or before generating content for the first time. Pairs after analyze_account to validate a creator's formula against current trends. Costs 1 credit. 12-hour cache per niche. TOOL HEALTH: Every response includes a quality: { level: "full" | "partial" | "degraded", reason?: string } field. If quality.level is "partial" or "degraded", you MUST flag this to the user explicitly in chat ("Heads up — this call returned partial data: <reason>") before reporting any results. Never silently route around a degraded response. REPORTING: When you summarize this in chat, you MUST cite the data_sources array verbatim and surface cache_status (fresh|stale) — the user needs to know if they're looking at live data. For each rising/saturated entry, cite the growth label and the signal_strength numeric anchor verbatim — DO NOT FABRICATE NUMERIC GROWTH PERCENTAGES. The upstream pipeline deliberately does not compute "+178.4%"-style growth rates (no ground-truth dataset supports it); if you see a numeric percentage in the response it came from upstream LLM hallucination, not the tool. Cite the qualitative label as written.. It is categorised as a Read tool in the Hooklayer MCP Server, which means it retrieves data without modifying state.

How do I enforce a policy on trend_pulse? +

Register the Hooklayer MCP server in PolicyLayer and add a rule for trend_pulse: allow, deny, rate-limit, or require approval. Point your MCP client at the PolicyLayer proxy URL and the rule is enforced on every call, before it reaches Hooklayer. Nothing to install.

What risk level is trend_pulse? +

trend_pulse is a Read tool with low risk. Read-only tools are generally safe to allow by default.

Can I rate-limit trend_pulse? +

Yes. Add a rate_limit block to the trend_pulse rule in your PolicyLayer policy. For example, setting max: 10 and window: 60 limits the tool to 10 calls per minute. Rate limits are tracked per agent session and reset automatically.

How do I block trend_pulse completely? +

Set action: deny in the PolicyLayer policy for trend_pulse. The AI agent will receive a policy violation error and cannot call the tool. You can also include a reason field to explain why the tool is blocked.

What MCP server provides trend_pulse? +

trend_pulse is provided by the Hooklayer MCP server (https://hooklayer.dev/api/mcp). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.

Enforce policy on every Hooklayer tool call.

Deterministic rules across all 7 Hooklayer tools. Per-identity grants. Full audit log. Live in minutes. Nothing to install.

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