Claude Code hooks pre-tool-use validation

Pre-tool-use hook validates and gates tool calls; classify whether call is safe, approved, or should be blocked

STop tier. Meets A, and the payoff is major with high confidence.5.67

Key facts

Vertical
Software & tech
Function
Agents & dev
Status
Seen in the wild
Volume
high
Value
major
Risk
moderate
Evidence
described plan
Flags
None

Source: https://www.truefoundry.com/docs/ai-gateway/claude-code-hooks

Build this with a classifier

Define a typed decision with a bounded answer, then evaluate it on examples.

{
  "decision_type": "choice",
  "question": "Does this input match the decision in “Claude Code hooks pre-tool-use validation”?",
  "input": "<input to classify>",
  "output": "one label from a fixed list"
}

Related use cases

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