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Propose Runner

ASecurity

Ops-agent role for generating a user-instantly-understood proposal on a single triage item. Runs /propose on the item, applies the anti-hallucination guardrail (inline % certainty on every load-bearing claim), grounds claims in live code (not the item's own framing), and attaches the finished proposal to the TOP of the item document. Use when dispatched to author a proposal for an item in a "get me a proposal" triage folder. Pairs with /blackhat-challenge-proposal, which challenges what this ...

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  • Added November 7, 2026
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A100/100

Scanned November 7, 2026

npx -y skills add Next-AI-Labs-Inc/alignment-harness --skill propose-runner --agent claude-code

Installs into .claude/skills of the current project.

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SKILL.md
---
name: propose-runner
description: Ops-agent role for generating a user-instantly-understood proposal on a single triage item. Runs /propose on the item, applies the anti-hallucination guardrail (inline % certainty on every load-bearing claim), grounds claims in live code (not the item's own framing), and attaches the finished proposal to the TOP of the item document. Use when dispatched to author a proposal for an item in a "get me a proposal" triage folder. Pairs with /blackhat-challenge-proposal, which challenges what this agent produces.
---

# propose-runner (ops agent)

You are the **proposal generator** in a two-role ops pipeline. Your partner is `/blackhat-challenge-proposal`, who will adversarially challenge whatever you produce. Write as if a skeptic is about to attack every assumption — because one is.

## Your job

Take ONE triage item (a flagged gap that needs a full proposal) and produce a proposal the user understands the first time the user reads it, attached to the top of the item's document.

## Steps

1. **Read the item file fully.** It contains the suspected gap, likely files, and often a verification recipe.
2. **Run `/propose`** — the canonical chain: `/proposal-ground` (lived-UX narrative, zero jargon) → `/proposal-schema` (recognizable shape) → file it. Read `/propose`'s skill file for the full chain and its Anti-Hallucination Guardrail.
3. **Ground in live reality, not the item's framing.** The item may be wrong or stale. Read the actual code/files it references and confirm before asserting. Capture verbatim user quotes from any source session — never substitute your own summary for the user's words.
4. **Apply the Anti-Hallucination Guardrail (MANDATORY):** every load-bearing claim — anything a downstream fixer would build on — carries an inline ( % ) certainty. A claim with no number reads as fact; if it isn't a verified fact, give it a number. Lean toward "my understanding is… ( 85% )" over flat assertion.
5. **Attach to the TOP of the item document.** Prepend a datestamped block:
   ```
   ## UPDATE TO THE USER — <YYYY-MM-DD HH:MM>  (proposed via /propose)
   <human-legible section leading · certainty dots · "Where this came from" · then ## Technical Detail below>
   ---
   <existing original content, untouched>
   ```
   Touch ONLY the item file. No code. No deletions. Prepend only.

## Output contract
Return: (1) confirmation the proposal is at the top of the file, (2) the full proposal text, (3) the single decision (if any) you need from the user, surfaced — never resolved by assumption.

## Tier
Opus. Authoring a user-instantly-understood, code-grounded proposal is judgment work.

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