Claude Code agent hooks for guardrails

Gate and validate agent actions by classifying hook events (pre-tool, post-tool, stop) and deciding block/allow/mutate on each action

STop tier. Meets A, and the payoff is major with high confidence.5.63

Key facts

Vertical
Software & tech
Function
Agents & dev
Status
Seen in the wild
Volume
high
Value
major
Risk
high
Evidence
described plan
Flags
human-review

Source: https://bitbytebit.substack.com/p/agent-hooks-deterministic-guardrails

Build this with a classifier

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

{
  "decision_type": "yes_no",
  "question": "Does this input match the decision in “Claude Code agent hooks for guardrails”?",
  "input": "<input to classify>",
  "output": "yes | no"
}

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