Panel Review
SkillDev toolsConvene a panel of reviewers to analyze a draft from multiple perspectives, then synthesize their feedback into consensus findings, productive tensions, and prioritized recommendations.
Available today. Use it from your connected AI after setup.
No other account needed.
Connect ahel once, and every AI you use reads what you have installed.
Then ask your AI: use the Panel Review skill
What this skill tells your AI
The instructions your AI receives, as published by everyinc/draft-review-kit in skills/panel/SKILL.md and read by ahel’s review.
Convene multiple reviewer agents to analyze a piece, then synthesize their perspectives into a unified analysis that surfaces consensus, tensions, and priorities.
When to Use
- Before publishing something high-stakes
- When you want multiple perspectives without running reviewers manually
- When you suspect different aspects need different kinds of attention
- When you're too close to the work to know what feedback you need
The Flow
1. Load Context
Read the draft and its .status.yaml to understand:
- piece_type — essay, argument, explainer, narrative, etc.
- audience — general, specialist, insider
- stage — early draft, revision, near-final
- goals — if stated
This informs panel selection and later synthesis.
2. Propose Panel
Based on piece context, propose 4-6 reviewers.
Selection heuristics:
| Signal | Suggests Including |
|---|---|
| Personal/reflective content | sedaris, mom |
| Argumentative content | asshole, vonnegut |
| Technical or jargon-heavy | mom, hemingway |
| Narrative structure | vonnegut, hitchcock, sorkin |
| Feels slow or wandering | sorkin |
| Feels bloated | hemingway |
| High-stakes / pre-publish | asshole, hemingway |
| General audience | mom |
| Early stage | vonnegut (fundamentals) |
| Late stage | hemingway, asshole (polish, stress-test) |
Check TASTE.md for:
- Preferred reviewers
- Reviewers to exclude
- Past patterns
Present the proposal:
## Proposed Panel
**Draft:** [title or slug]
**Context:** [piece_type] for [audience], currently at [stage]
Based on this context, I recommend:
| Reviewer | Why |
|----------|-----|
| **[name]** | [One-line rationale tied to piece context] |
| **[name]** | [Rationale] |
| **[name]** | [Rationale] |
| **[name]** | [Rationale] |
**Not including:**
- **[name]** — [Why not relevant for this piece]
- **[name]** — [Why not]
Proceed with this panel, or adjust?
Wait for user confirmation or modification.
3. Run Reviewers in Parallel
Once confirmed:
- Spawn all selected reviewer agents in parallel using the Task tool
- Use subagent_type matching the reviewer (e.g., "compound-writing:review:asshole-reviewer")
- Each receives the full draft
- Each produces their standard prose output
- Collect all outputs
Example spawning pattern:
[Spawn in parallel:]
- Task: asshole-reviewer with draft
- Task: mom-reviewer with draft
- Task: hemingway-reviewer with draft
- Task: sorkin-reviewer with draft
4. Run Synthesizer
Spawn panel-synthesizer agent with:
- The draft
- Draft context from .status.yaml
- All reviewer outputs (full prose)
Synthesizer prompt should include:
## Draft
[full draft text]
## Context
piece_type: [from .status.yaml]
audience: [from .status.yaml]
stage: [from .status.yaml]
goals: [from .status.yaml if present]
## Reviewer Outputs
### asshole-reviewer
[full output]
### mom-reviewer
[full output]
### hemingway-reviewer
[full output]
[etc.]
5. Return Synthesis
Present the synthesizer's output to the user.
Panel Size
- Minimum: 3 reviewers (fewer than this, just run them individually)
- Recommended: 4-5 reviewers (good coverage without redundancy)
- Maximum: 7 reviewers (all of them—full stress test)
Available Reviewers
| Reviewer | Subagent Type | Focus |
|---|---|---|
| asshole | compound-writing:review:asshole-reviewer | Logical rigor, unsupported claims |
| mom | compound-writing:review:mom-reviewer | Accessibility, jargon, general reader |
| hemingway | compound-writing:review:hemingway-reviewer | Economy, cutting, word-level |
| sedaris | compound-writing:review:sedaris-reviewer | Specificity, humor, voice |
| sorkin | compound-writing:review:sorkin-reviewer | Pacing, momentum, forward motion |
| vonnegut | compound-writing:review:vonnegut-reviewer | Story fundamentals, structure |
| hitchcock | compound-writing:review:hitchcock-reviewer | Tension, suspense, stakes |
Default Panels by Piece Type
If .status.yaml has piece_type, use as starting point:
| piece_type | Default Panel |
|---|---|
essay / personal | mom, sedaris, vonnegut, sorkin |
argument / opinion | asshole, vonnegut, hemingway, mom |
explainer / technical | mom, hemingway, sorkin |
narrative / story | vonnegut, hitchcock, sorkin, sedaris |
newsletter | mom, sorkin, hemingway |
Always adjust based on specific signals in the draft.
Example Session
User: /panel
Agent: I'll convene a panel to review your draft. Let me read it and check the status.
[Reads draft]
[Reads .status.yaml: piece_type: essay, audience: general, stage: revision,
goals: "make it land emotionally without being sappy"]
## Proposed Panel
**Draft:** father-and-the-sea
**Context:** essay for general audience, revision stage
Based on the context—personal essay aiming for emotional impact without
sentimentality—I recommend:
| Reviewer | Why |
|----------|-----|
| **mom** | General audience check. Will flag where you lose non-insiders. |
| **sedaris** | Personal material that might benefit from more specificity or humor. |
| **sorkin** | Revision stage—check if pacing is tight. |
| **asshole** | The emotional claims need to be earned, not asserted. |
**Not including:**
- **hemingway** — The prose reads clean; economy isn't the issue here
- **hitchcock** — Not a tension-driven piece
- **vonnegut** — Structure is solid; this needs polish not fundamentals
Proceed with this panel, or adjust?
User: Add hemingway actually, I think it might be overwritten
Agent: Adding hemingway. Running the panel now.
[Spawns 5 reviewer agents in parallel]
[Collects outputs]
[Spawns panel-synthesizer with draft + context + all outputs]
## Panel Synthesis
**Panel:** asshole, hemingway, mom, sedaris, sorkin
**Piece context:** essay for general audience, revision stage, goal: emotional
impact without sappiness
---
### Consensus Findings
| Issue | Flagged By | Recommendation |
|-------|------------|----------------|
| Opening two paragraphs are slow | sorkin, hemingway, asshole | Cut or restructure—start closer to the boat |
| "He taught me everything" is unearned | asshole, sedaris | Show what he taught, don't declare it |
| Section 3 gets abstract | mom, sorkin | Ground it in a specific moment |
---
### Productive Tensions
**Tension: The fishing gear paragraph**
> "His tackle box was a museum of failures—rusted lures from the '70s, a reel
> that hadn't worked since Reagan, hooks that had never caught anything but
> his own thumb."
| Cut it | Keep it |
|--------|---------|
| **hemingway:** 47 words that could be 15. "His tackle box held decades of failure" does the job. | **sedaris:** This is the most alive moment in the piece. The specific details are doing real work. |
**What's at stake:** The piece aims for emotional impact without sappiness.
Specific, wry details (sedaris) might be the path there. But if they slow
momentum, they work against the goal.
---
### Unique Insights
- **sedaris:** "There's a joke hiding in the part about him never admitting he
was wrong. You're circling it but won't commit."
- **asshole:** "Your ending asks the reader to feel something you haven't set
up. The 'I finally understood' move is unearned."
---
### Recommended Priorities
1. **Restructure the opening** — Three reviewers flagged this. Start on the
boat, not before it.
2. **Earn the ending** — The emotional payoff needs setup. Show what you
finally understood through a scene, not a declaration.
3. **Decide on the tackle box** — Genuine tension. Your call based on what
you're optimizing for.
---
### The Hard Question
> What specifically did you learn from him that you couldn't have learned from
> anyone else? Multiple reviewers noted you assert the relationship's importance
> without showing what made it irreplaceable.
Error Handling
If a reviewer fails to spawn:
- Note which reviewer is missing
- Proceed with available outputs
- Mention the gap in synthesis
If draft has no .status.yaml:
- Infer what you can from the draft itself
- Note that context is limited
- Make reasonable assumptions about piece type
If user provides no draft:
- Ask for the draft path or slug to load
- Or ask them to paste the draft
Future: Debate Mode
The synthesizer identifies tensions but doesn't resolve them. A future evolution:
- Synthesizer flags tensions
- Tensions sent back to involved reviewers: "Hemingway, sedaris said X. Respond?"
- Reviewers can concede, hold, or propose compromise
- Multiple rounds until resolution or acknowledged stalemate
For now, tensions surface for the writer to resolve.
Lessons
[Skill-specific lessons will be added here as they're captured]
Signals
- GitHub stars
- 87
- Forks
- 23
- Last commit
- Jun 2026
Advanced
- Catalog kind
- skill
- Gateway key
panel- Source
- github.com/everyinc/draft-review-kit