Working draft protocol

Human approval gates for AI agent workflows.

HACP is a draft protocol for bounded agent delegation, reviewable handoffs, decision gates, and audit evidence.

01 Authority packet
02 Agent report
03 Human decision record
04 Audit evidence
Problem

Agents can do real work, but authority often gets blurred.

AI agents can draft, call tools, communicate, and execute tasks. Most workflows do not clearly separate request, authority, approval, execution, and evidence. That makes it harder to know what was approved, what happened, and which human decision should come next.

What HACP provides

Authority packets

Bounded, human-approved work records that define scope and limits.

Agent reports

Structured return evidence from agents, adapters, tools, or workflows.

Review findings

Reviewable observations that keep risks and boundary questions visible.

Human decision records

Explicit human decisions after review, separate from agent output.

Audit evidence

Records that help teams inspect the handoff and decision trail.

Transport boundaries

Clear separation between moving work records and granting authority.

Example flow
  1. Human request
  2. Authority packet
  3. Agent work
  4. Agent report
  5. Human review
  6. Approve/reject
  7. Next workflow step
Who it is for

Enterprise AI teams

Define reviewable boundaries for agent-assisted work.

Agent framework builders

Expose handoff and evidence records without owning every workflow.

Compliance / audit reviewers

Inspect what was approved, returned, reviewed, and decided.

Internal tools teams

Route agent outputs through explicit human decision gates.

Read the draft

Start with the spec, examples, or focused review packet.