bio-human-feedback

SkillMedia

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

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the bio-human-feedback skill

About this capability

A curated collection of AI agent skills for biomedical research, covering genomics, proteomics, single-cell analysis, clinical AI, and protein design.

What this skill tells your AI

The instructions your AI receives, as published by biotender-max/awesome-bio-agent-skills in skills/bioclaw/bio-human-feedback/SKILL.md and read by ahel’s review.

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

  1. Present the current proposal in a concise reviewable form
  2. Wait for explicit human feedback
  3. Record approval or requested changes
  4. Route the workflow back to the correct phase if needed

Inputs

  • FINAL_PROPOSAL.md
  • current round number

Workflow

  1. Present the proposal summary
  2. Wait for approval or feedback
  3. Classify the feedback severity
  4. 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

  1. Do not continue automatically without explicit human approval.
  2. Record all human feedback in the workspace.
  3. Keep the requested decisions concise and actionable.

Signals

GitHub stars
178
Forks
32
Last commit
Jul 2026
Advanced
Catalog kind
skill
Gateway key
bio-human-feedback
Source
github.com/biotender-max/awesome-bio-agent-skills