
Amq Spec
- 94 installs
- 79 repo stars
- Updated August 4, 2026
- avivsinai/agent-message-queue
amq-spec is a Claude Code skill that runs a two-agent parallel-research-then-converge design workflow over the AMQ queue.
About
amq-spec is a Claude Code skill defining a two-agent collaborative specification workflow over the AMQ message queue. Two agents each research a design problem independently, then converge through discussion, drafting, and review before a human authorizes implementation. A developer uses it when they want two agents to think through a design together rather than just split implementation work. It uses a labeled phase convention (workflow:spec plus phase labels) to track which stage the conversation is in.
- Parallel-research-then-converge design workflow between two agents over AMQ
- Six canonical phases: Research, Discuss, Draft, Review, Present, Execute
- Enforces sending the problem to the partner first so both agents research independently
Amq Spec by the numbers
- 94 all-time installs (skills.sh)
- Ranked #4,614 of 16,546 AI & Agent Building skills by installs in the Skillselion catalog
- Data as of Aug 5, 2026 (Skillselion catalog sync)
amq-spec capabilities & compatibility
- Capabilities
- collaborative design · spec workflow · multi agent orchestration
- Use cases
- planning · orchestration · research
- Runs
- Runs locally
- Pricing
- Free
What amq-spec says it does
Parallel-research-then-converge design workflow between two agents.
Use canonical phases in order: `Research -> Discuss -> Draft -> Review -> Present -> Execute`
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| Installs | 94 |
|---|---|
| repo stars | ★ 79 |
| Last updated | August 4, 2026 |
| Repository | avivsinai/agent-message-queue ↗ |
What it does
Running a two-agent parallel-research design workflow to converge on a spec before any code is written.
Who is it for?
Two agents independently thinking through a design problem, then aligning on a reviewed spec before implementation.
Skip if: Sending simple messages or reviews (use amq-cli), implementing completed designs, or creating document templates.
When should I use this skill?
The user says 'spec X with codex', 'design X together', or wants both agents to think through a problem separately then align.
What you get
A reviewed spec produced from two independent research perspectives, ready for human approval before execution.
- a reviewed design spec
- labeled phase thread
By the numbers
- 6 canonical phases
- 7-row label convention table
Files
/amq-spec — Collaborative Specification Workflow
This skill defines a structured two-agent specification flow.
Use canonical phases in order: Research -> Discuss -> Draft -> Review -> Present -> Execute
Detailed step-by-step protocol lives in references/spec-workflow.md. This file is the concise operational entrypoint.
Parse Input
From the user prompt, extract:
- topic: short kebab-case spec name (e.g.,
auth-token-rotation) - partner: partner agent handle (default:
codex) - problem: the full design problem statement
If topic/problem are unclear, ask for clarification.
Pre-flight
1. Verify AMQ is available: which amq 2. Verify the AMQ root is discoverable (.amqrc, AMQ env vars, or the default .agent-mail layout); otherwise run: amq coop init 3. Use thread name: spec/<topic>
First Action: Send problem to partner IMMEDIATELY
The entire point of the spec workflow is parallel research — both agents exploring the problem independently, then comparing notes. Every second you spend researching before sending is a second your partner sits idle waiting for the problem statement. That's why the send comes first, even though your instinct might be to "research first to give better context."
amq send --to <partner> --kind question \
--labels workflow:spec,phase:request \
--thread spec/<topic> --subject "Spec: <topic>" --body "<problem>"Send the user's problem description verbatim — your own analysis goes in the research phase, not the kickoff. If you pre-analyze, you bias the partner's independent research, which defeats the purpose of having two perspectives.
Label Convention
Labels are how both agents and the receiver-side protocol table know which phase the conversation is in. Use existing AMQ kinds plus labels to express spec workflow semantics:
| Phase | Kind | Labels |
|---|---|---|
| Problem statement | question | workflow:spec,phase:request |
| Research findings | brainstorm | workflow:spec,phase:research |
| Discussion | brainstorm | workflow:spec,phase:discuss |
| Plan draft | review_request | workflow:spec,phase:draft |
| Plan feedback | review_response | workflow:spec,phase:review |
| Final decision | decision | workflow:spec,phase:decision |
| Progress/ETA | status | workflow:spec |
Quick Command Skeleton
# Initiate spec with problem statement
amq send --to <partner> --kind question \
--labels workflow:spec,phase:request \
--thread spec/<topic> --subject "Spec: <topic>" --body "<problem>"
# Submit independent research
amq send --to <partner> --kind brainstorm \
--labels workflow:spec,phase:research \
--thread spec/<topic> --subject "Research: <topic>" --body "<findings>"
# Discuss and align
amq send --to <partner> --kind brainstorm \
--labels workflow:spec,phase:discuss \
--thread spec/<topic> --subject "Discussion: <topic>" --body "<analysis>"
# Draft plan
amq send --to <partner> --kind review_request \
--labels workflow:spec,phase:draft \
--thread spec/<topic> --subject "Plan: <topic>" --body "<plan>"
# Review plan
amq send --to <partner> --kind review_response \
--labels workflow:spec,phase:review \
--thread spec/<topic> --subject "Review: <topic>" --body "<feedback>"
# Optional final decision message
amq send --to <partner> --kind decision \
--labels workflow:spec,phase:decision \
--thread spec/<topic> --subject "Final: <topic>" --body "<final plan>"When You RECEIVE a Spec Message
If you receive a message labeled workflow:spec, your action depends on the phase:
| Label | Your action |
|---|---|
phase:request | Read the problem statement, do your own independent research first, then submit findings as brainstorm + phase:research |
phase:research | Before reading: check if you've already submitted your own research on this thread. If not, do your own research and submit it first. This preserves research independence — reading the partner's findings before forming your own view contaminates your perspective. Once your research is submitted, read the thread and start discussion as brainstorm + phase:discuss. |
phase:discuss | Reply with your analysis, continue discussion until aligned |
phase:draft | Review the plan and send feedback as review_response + phase:review. Your job here is review, not implementation — the plan needs to survive scrutiny before anyone builds it. |
phase:review | Revise plan if needed, or confirm alignment |
phase:decision | Stop. A phase:decision message is agent-to-agent alignment, not user approval, so do not implement from a spec decision alone. Only the human authorizes implementation, recorded as a structural gate to the initialized human handle (conventionally user; see the Operator Gates section in /amq-cli). Wait until the initiator confirms the human approved on the gate thread and assigns you work. |
Why the partner doesn't implement: The spec workflow is a design process. The initiator owns the relationship with the user and presents the final plan. If the partner implements without approval, the user loses control over what gets built. The agent-to-agent phase:decision message is alignment, not authorization: human approval is a structural gate to the initialized human handle, and partner agents must not implement from a spec decision alone. Implementation starts only after the initiator explicitly tells you the human approved and assigns work.
Protocol Discipline
These rules exist because violations silently break the workflow's value proposition:
- Send before researching — parallel research is the whole point. Pre-researching wastes your partner's time and biases the outcome toward your initial framing.
- Submit your own research before reading partner's — reading first contaminates your independent perspective. Two agents who read the same code and reach the same conclusion is less valuable than two agents who explore independently and then compare notes.
- Don't skip phases — each phase builds on the previous. Collapsing directly to a finished spec skips the discussion where misunderstandings surface.
- Use `spec/<topic>` threads and the label convention — this is how both agents (and the tooling) know which phase the conversation is in. Without consistent labels, the receiver-side protocol table above breaks.
- Don't enter plan mode during research if it blocks tool usage — you need tools to explore the codebase.
- Present the final plan to the user before executing, and raise a structural gate. The initiator owns the user relationship. After the decision phase, present the plan in chat AND raise a structural human gate using the initialized human handle (conventionally
user) on a stablegate/<topic>thread, then wait for explicit approval on that thread. The agent-to-agentphase:decisionmessage is alignment only; partner agents must not implement from it. See the Operator Gates section in /amq-cli for canonical mechanics, seeding, and guardrails.
Reference
For full protocol details, templates, and phase gates, see:
- references/spec-workflow.md
Spec Workflow
Collaborative specification workflow for multi-agent design tasks. The word "spec" is intentionally used to avoid collision with Claude Code plan mode.
Core principle: each agent researches independently first, then both agents discuss and finalize a plan that is presented to the user for approval before implementation.
This is a skill-managed protocol that uses standard AMQ primitives (amq send, amq drain, amq thread) with generic kinds + labels.
DO NOT SKIP PHASES
You MUST follow every phase in order.
What you MUST NOT do:
- Research alone and send a finished spec to partner
- Use invalid kinds — only use generic kinds (
question,brainstorm,review_request, etc.) withworkflow:speclabels - Skip the discussion phase
- Send a draft before both agents exchanged research
- Implement before user approval
Phase Order (Canonical)
1. RESEARCH (parallel) -> 2. DISCUSS (ping-pong) -> 3. DRAFT (main agent drafts) -> 4. REVIEW (partner) -> 5. PRESENT (to user) -> 6. EXECUTE| # | Phase | Who | What happens | Gate to proceed |
|---|---|---|---|---|
| 1 | Research | Both agents (parallel) | Initiator sends problem statement. Both do independent research and submit findings. | Both research submissions sent |
| 2 | Discuss | Both agents | Read each other's findings and align on architecture/trade-offs/scope. | Alignment reached |
| 3 | Draft | Main agent | Main agent sends concrete implementation plan draft. | Partner receives draft |
| 4 | Review | Partner agent | Partner reviews draft and sends feedback; main agent revises if needed. | Plan agreed |
| 5 | Present | Main agent | Main agent presents final plan to user in chat AND raises a structural to:user gate on gate/<topic>, then waits for approval. | User approves on the gate thread |
| 6 | Execute | Per user direction | Implement approved plan. | — |
Label Convention (Required)
| Phase | Kind | Labels |
|---|---|---|
| Problem statement | question | workflow:spec,phase:request |
| Research findings | brainstorm | workflow:spec,phase:research |
| Discussion | brainstorm | workflow:spec,phase:discuss |
| Plan draft | review_request | workflow:spec,phase:draft |
| Plan feedback | review_response | workflow:spec,phase:review |
| Final decision | decision | workflow:spec,phase:decision |
| Progress/ETA | status | workflow:spec |
CRITICAL RULES
Research Independence (Phase 1)
- NEVER read partner research before sending your own.
- Use normal mode with full tool access for research.
- Submit your own findings first, then read partner findings.
Discussion Is Required (Phase 2)
- Discuss architecture decisions after exchanging findings.
- Expect multiple rounds, not a single message.
- Align on approach, risks, and scope before drafting.
User Approval Gate (Phase 5)
- Final plan must be presented to the user in chat.
- ALSO raise a structural gate: send the approval request to the initialized human handle (conventionally
user) on a stablegate/<topic>thread. See the Operator Gates section in /amq-cli for canonical mechanics, seeding, and guardrails. An agent-to-agentphase:decisionmessage is NOT the approval. - Wait for explicit user approval (the human's reply on the gate thread) before execution. Partner agents do not implement from a spec decision alone.
Thread Convention
All spec messages use thread spec/<topic> (example: spec/auth-redesign).
Agent Protocol (Step by Step)
Phase 1: Research (parallel)
Initiating agent (starts the spec):
# 1) Send problem statement request (no findings yet)
amq send --to <partner> --kind question \
--labels workflow:spec,phase:request \
--thread spec/<topic> --subject "Spec: <topic>" \
--body "Problem: <what needs to be designed>"
# 2) Do your own independent research immediately
# - Explore codebase/files/patterns/constraints
# - Check external docs if relevant
# 3) Submit your findings
amq send --to <partner> --kind brainstorm \
--labels workflow:spec,phase:research \
--thread spec/<topic> --subject "Research: <topic>" \
--body "<your findings using template below>"
# 4) Wait for partner findings
amq watch --timeout 120sReceiving agent (got the kickoff request):
# 1) Do your own independent research FIRST
# - Read the kickoff problem statement
# - Do not read partner research from the thread yet
# 2) Submit your findings
amq send --to <partner> --kind brainstorm \
--labels workflow:spec,phase:research \
--thread spec/<topic> --subject "Research: <topic>" \
--body "<your findings>"
# 3) Then read full thread
amq thread --id spec/<topic> --include-bodyPhase 2: Discuss (ping-pong)
# Read both research submissions
amq thread --id spec/<topic> --include-body
# Discuss differences, trade-offs, and decisions
amq send --to <partner> --kind brainstorm \
--labels workflow:spec,phase:discuss \
--thread spec/<topic> --subject "Discussion: <topic>" \
--body "<analysis + open questions>"
# Continue rounds until aligned
amq watch --timeout 120s
amq drain --include-bodyPhase 3: Draft (main agent)
amq send --to <partner> --kind review_request \
--labels workflow:spec,phase:draft \
--thread spec/<topic> --subject "Plan: <topic>" \
--body "<plan using template below>"Phase 4: Review (partner)
amq send --to <partner> --kind review_response \
--labels workflow:spec,phase:review \
--thread spec/<topic> --subject "Review: <topic>" \
--body "<review feedback>"
# If needed: main agent revises and re-sends draftPhase 5: Present to User
Main agent must: 1. Synthesize final plan from discussion + review 2. Present it directly to user in chat 3. Raise a structural gate: address the approval request to the initialized human handle (conventionally user) on a stable gate/<topic> thread:
# See the Operator Gates section in /amq-cli for human-handle seeding and guardrails.
amq send --to user --thread gate/<topic> --kind question \
--subject "APPROVAL: <decision>" \
--body "<final plan summary; what you need the human to approve>"4. Wait for explicit approval (the human's reply on the gate/<topic> thread) 5. Not implement before approval; partner agents must NOT implement from the agent-to-agent phase:decision message alone
The phase:decision message below is an optional partner alignment marker, not the user approval. See /amq-cli's Operator Gates section for the canonical mechanics and guardrails.
Optional partner notification after alignment:
amq send --to <partner> --kind decision \
--labels workflow:spec,phase:decision \
--thread spec/<topic> --subject "Final: <topic>" \
--body "<final agreed plan>"Phase 6: Execute
Only after user approval. Follow user direction on scope and rollout.
Tracking Progress
Use the thread to inspect current phase:
amq thread --id spec/<topic> --include-bodyPhase indicators:
labels=workflow:spec,phase:request-> kickoff/problem statementlabels=workflow:spec,phase:research-> research submissionslabels=workflow:spec,phase:discuss-> discussion roundslabels=workflow:spec,phase:draft-> plan draftlabels=workflow:spec,phase:review-> plan review feedbacklabels=workflow:spec,phase:decision-> final agreed plan
Research Summary Template
## Problem Understanding
<your interpretation in your own words>
## Codebase Findings
- <relevant files/patterns/constraints>
- <existing implementations>
- <integration points>
## Proposed Approach
<high-level direction>
## Open Questions
- <questions for discuss phase>
## Risks
- <key risks>Spec Draft Template (Plan)
## Problem Statement
<clear problem definition>
## Proposed Solution
<concrete solution>
## Architecture
<design/components/interactions>
## File Changes
- `path/to/file.ext` — what changes and why
## Decisions Made
- <decision>: <chosen option> because <rationale>
## Trade-offs Considered
- <option A vs B> — why chosen
## Edge Cases
- <case> — handling
## Testing Strategy
- <verification approach>
## Risks
- <risk> — mitigationRelated skills
FAQ
What are the phases of the spec workflow?
Research, Discuss, Draft, Review, Present, Execute, used in order over a spec/<topic> thread.
Can an agent implement after a phase:decision message?
No. A phase:decision is agent-to-agent alignment, not user approval; only the human authorizes implementation.