DEDUPED Hot AI repos, turned into use cases Get 5 a day

How to run the Human Agency example to see reserved actions with Open Work Proof

Run the minimal Human Agency Profile script to see which agent actions are allowed and which need a human.

Who it is forA developer or technical lead who wants to understand how a person keeps decision rights over an AI agent before adding the protocol to a workflow.

The problemIt is unclear how a human's chosen limits combine with what the work order and capability grant allow, and what happens when an action is reserved for a person.

The outcomeTerminal output showing one delegated action as allowed and one reserved action blocked with AGENCY_HUMAN_DECISION_REQUIRED before execution.

What you need first

  • A Python environment with pip
  • A terminal with git for source installs
  • An existing Surface Bundle or Acceptance Bundle to verify, for the offline verification case

Steps

  1. Clone the repo with git clone https://github.com/dengyier/OpenWorkProof.git.
  2. Enter the folder with cd OpenWorkProof.
  3. Create a virtual environment with python -m venv .venv.
  4. Activate it with source .venv/bin/activate.
  5. Install in editable mode with python -m pip install -e ..
  6. Run the example with python examples/human_agency_profile_v01.py.

Prompt for your agent

Clone https://github.com/dengyier/OpenWorkProof, create a virtual environment, install it in editable mode, and run `python examples/human_agency_profile_v01.py`. Report whether the output shows 'profile verified : True' and that owp.apply_patch returns AGENCY_HUMAN_DECISION_REQUIRED. Verify that the script writes no application files or ledgers, as the README states.

Caveat. The example is a minimal demonstration of the authorization boundary, not a compliance certification, a performance monitor, or a transfer of legal liability.

Share: X LinkedIn Hacker News Email Copy link

Disclaimer

Deduped lists open-source repositories that belong to other people. We do not own, maintain, audit, or vouch for any of them, and a repo appearing here is not an endorsement or a safety check. The use cases, steps, and prompts are written by AI and may be incomplete, outdated, or just wrong. Where a use case is marked "Seen in the wild", we link to public posts where someone described something similar, but we have not verified those posts and the use case itself is still our AI's own write-up. Use all of this at your own risk. Only run code, commands, or agents on systems and accounts you are authorized to use, and read the code and every command before you run it, especially anything that touches credentials, files, or the network. Nothing here is professional, security, legal, or financial advice. All trademarks and project names belong to their respective owners, and their use here does not imply affiliation. Content is provided as is, without warranties of any kind. Found a mistake, a safety problem, or something you want removed? Email [email protected] and we will look at it promptly. Full disclaimer page