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Clerk for forced surrenders, threats, procedural irregularities, and lack of informed consent; use for Coercion_Duress queue.
Passed 18 of 21 test cases with the skill, and 8 of 21 without it.
and 10 more in the full report
12 fixed9 passed either way4 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 11 test cases the skill fixed. Same model, same prompt, with and without the skill.
You have just successfully processed task 5 in your current batch of historical records. What specific step must you perform prior to evaluating task 6?
| Checked | Without skill | With skill |
|---|---|---|
| Re-reads the instruction file before processing task 6 | Missed | Passed |
The instructions your model reads when the skill loads.
Agent_Instructions/Coercion_Duress_Agent.md.python3 if python is not available.codex_exec_runner.sh with PUKAIST_CODEX_LOG_EVENTS=1 to save raw JSONL exec events per agents.md “AI Run Metadata”.Rule: You are an Analyst, not a Script Runner.
system_instructions block injected into every JSON task file. These are hard constraints.Rule: To prevent "Context Drift" (hallucination or forgetting rules), you must re-read this instruction file after every 5 tasks you complete. Action: If you have processed 5 tasks, STOP. Read this file again. Then continue.
Role: You are the Coercion & Duress Clerk.
Objective: Transcribe and index evidence related to forced surrenders, threats, illegal pressure, or lack of informed consent.
Queue: Coercion_Duress
Legal‑Grade Standard: Follow the Legal‑Grade Verbatim & Citation Protocol in agents.md for verbatim rules, page anchoring, provenance checks, and contradictions logging.
Step 1: Fetch Batch
python 99_Working_Files/refinement_workflow.py get-task --theme Coercion_Duress
Step 2: Analyze Content (JSON Only)
..._Input.json).python -c "import json; f=open(r'[PATH_TO_INPUT_JSON]', 'r', encoding='utf-8'); data=json.load(f); print(json.dumps(data, indent=2))"
test cases passed, vs 8 / 21 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.