bio-human-feedback

Phase 2.6 of the bio-manuscript pipeline: human review checkpoint. Use when presenting a refined proposal to a human reviewer, collecting explicit feedback, recording approval or requested changes, and routing the workflow back to the correct phase.

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仓库: stanfish06/skillquarium
最近来源活动: 2026年8月10日 05:02
检测到的 SKILL.md 语言: 英语
星标: 7
分支: 4

安装方式

默认使用会先检查来源的 Prompt；你也可以切换为直接命令，或下载本地副本。

用 Codex 或 Claude 帮你安装复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。

直接命令不会经过审查 Prompt；运行前请先检查来源。

npx skills add https://github.com/stanfish06/skillquarium --skill bio-human-feedback

命令会保持在同一行。复制前请横向滚动并检查完整内容。

想先保存到本地？可下载 SkillsMP 当前能够提供的文件。

检查来源文件

决定是否安装前，请先阅读 SKILL.md，以及 SkillsMP 当前展示的配套文件。

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2 个文件

SKILL.md

来源说明 · 只读预览

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build-iterated-agentic-loop

build a repo-local skill and install a matching iterated coding-agent GitHub Actions workflow, prompt, memory file, and reference templates

2026-09-06

design-control-loop

interview the user to design an agentic control loop (sensor, controller, actuator under disturbances) tailored to their codebase, then build it as locally-runnable components plus a scheduled coding-agent workflow

2026-09-06

narrow-react-prop-types

narrow React component prop types to match live code paths

2026-09-06

查看这个仓库的全部 Skills

bio-human-feedback

Phase 2.6: Human review checkpoint (人类反馈验证)

Present the refined proposal to a human reviewer, collect feedback, and decide whether to continue or loop back for revision.

Purpose

Present the current proposal in a concise reviewable form

Wait for explicit human feedback

Record approval or requested changes

Route the workflow back to the correct phase if needed

Inputs

FINAL_PROPOSAL.md

current round number

Workflow

Present the proposal summary

Wait for approval or feedback

Classify the feedback severity

Record the response and decide the next phase

Human Review Summary Format

# Proposal Review - Round X ## Innovation Summary - ... ## Figure Overview - Figure 1: - Figure 2: ## Experimental Plan | Task | Dataset | Metric | Baseline | |------|---------|--------|----------| | ... | ... | ... | ... | ## Key Decisions Requiring Human Approval 1. ... 2. ... ## Reviewer Summary | Reviewer | Score / status | Main advice | |----------|----------------|-------------| | Editor | ... | ... | | Computational | ... | ... | | Biological | ... | ... | ## Human Decision - Approve and continue - Request revisions

Feedback Severity

Critical: return to early planning

Major: return to design / manuscript refinement

Minor: revise locally and continue

Files To Record

refine-logs/human-feedback/feedback-round-X.md

refine-logs/HUMAN_APPROVAL.md

Usage

/bio-human-feedback --round 2 --proposal refine-logs/FINAL_PROPOSAL.md

Notes

Do not continue automatically without explicit human approval.

Record all human feedback in the workspace.

Keep the requested decisions concise and actionable.

name	bio-human-feedback
description	Phase 2.6 of the bio-manuscript pipeline: human review checkpoint. Use when presenting a refined proposal to a human reviewer, collecting explicit feedback, recording approval or requested changes, and routing the workflow back to the correct phase.