{"slug":"avivsinai-amq-spec","name":"amq-spec","description":">-","long_description":"---\nname: amq-spec\nversion: 0.66.0 # x-release-please-version\ndescription: >-\n  Parallel-research-then-converge design workflow between two agents. Use this\n  skill when the user wants two agents to independently think through a design\n  problem before aligning on a solution — \"spec X with codex\", \"design X\n  together\", \"both agents think through X\", \"brainstorm architecture together\",\n  \"parallel research then joint proposal\", \"think through separately then\n  align\", \"careful thought from both sides before coding\", or any variation\n  where the user wants collaborative design rather than just splitting\n  implementation work. Also use this when you receive a message labeled\n  workflow:spec and need to know the correct receiver-side protocol. Not for\n  sending simple messages or reviews (use /amq-cli), implementing completed\n  designs, or creating document templates.\nargument-hint: \"<description of what to design> [with <partner>]\"\nmetadata:\n  short-description: Multi-agent collaborative spec workflow\n  compatibility: claude-code, codex-cli\n---\n\n# /amq-spec — Collaborative Specification Workflow\n\nThis skill defines a structured two-agent specification flow.\n\nUse canonical phases in order:\n`Research -> Discuss -> Draft -> Review -> Present -> Execute`\n\nDetailed step-by-step protocol lives in `references/spec-workflow.md`.\nThis file is the concise operational entrypoint.\n\n## Parse Input\n\nFrom the user prompt, extract:\n- **topic**: short kebab-case spec name (e.g., `auth-token-rotation`)\n- **partner**: partner agent handle (default: `codex`)\n- **problem**: the full design problem statement\n\nIf topic/problem are unclear, ask for clarification.\n\n## Pre-flight\n\n1. Verify AMQ is available: `which amq`\n2. Verify the AMQ root is discoverable (`.amqrc`, AMQ env vars, or the default `.agent-mail` layout); otherwise run: `amq coop init`\n3. Use thread name: `spec/<topic>`\n\n## First Action: Send problem to partner IMMEDIATELY\n\nThe entire point of the spec workflow is parallel research — both agents\nexploring the problem independently, then comparing notes. Every second you\nspend researching before sending is a second your partner sits idle waiting\nfor the problem statement. That's why the send comes first, even though your\ninstinct might be to \"research first to give better context.\"\n\n```bash\namq send --to <partner> --kind question \\\n  --labels workflow:spec,phase:request \\\n  --thread spec/<topic> --subject \"Spec: <topic>\" --body \"<problem>\"\n```\n\nSend the user's problem description verbatim — your own analysis goes in the\nresearch phase, not the kickoff. If you pre-analyze, you bias the partner's\nindependent research, which defeats the purpose of having two perspectives.\n\n## Label Convention\n\nLabels 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:\n\n| Phase | Kind | Labels |\n|---|---|---|\n| Problem statement | `question` | `workflow:spec,phase:request` |\n| Research findings | `brainstorm` | `workflow:spec,phase:research` |\n| Discussion | `brainstorm` | `workflow:spec,phase:discuss` |\n| Plan draft | `review_request` | `workflow:spec,phase:draft` |\n| Plan feedback | `review_response` | `workflow:spec,phase:review` |\n| Final decision | `decision` | `workflow:spec,phase:decision` |\n| Progress/ETA | `status` | `workflow:spec` |\n\n## Quick Command Skeleton\n\n```bash\n# Initiate spec with problem statement\namq send --to <partner> --kind question \\\n  --labels workflow:spec,phase:request \\\n  --thread spec/<topic> --subject \"Spec: <topic>\" --body \"<problem>\"\n\n# Submit independent research\namq send --to <partner> --kind brainstorm \\\n  --labels workflow:spec,phase:research \\\n  --thread spec/<topic> --subject \"Research: <topic>\" --body \"<findings>\"\n\n# Discuss and align\namq send --to <partner> --kind brainstorm \\\n  --labels workflow:spec,phase:discuss \\\n  --thread spec/<topic> --subject \"Discussion: <topic>\" --body \"<analysis>\"\n\n# Draft plan\namq send --to <partner> --kind review_request \\\n  --labels workflow:spec,phase:draft \\\n  --thread spec/<topic> --subject \"Plan: <topic>\" --body \"<plan>\"\n\n# Review plan\namq send --to <partner> --kind review_response \\\n  --labels workflow:spec,phase:review \\\n  --thread spec/<topic> --subject \"Review: <topic>\" --body \"<feedback>\"\n\n# Optional final decision message\namq send --to <partner> --kind decision \\\n  --labels workflow:spec,phase:decision \\\n  --thread spec/<topic> --subject \"Final: <topic>\" --body \"<final plan>\"\n```\n\n## When You RECEIVE a Spec Message\n\nIf you receive a message labeled `workflow:spec`, your action depends on the phase:\n\n| Label | Your action |\n|---|---|\n| `phase:request` | Read the problem statement, do your **own independent research first**, then submit findings as `brainstorm` + `phase:research` |\n| `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`. |\n| `phase:discuss` | Reply with your analysis, continue discussion until aligned |\n| `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. |\n| `phase:review` | Revise plan if needed, or confirm alignment |\n| `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. |\n\n**Why the partner doesn't implement**: The spec workflow is a design process.\nThe initiator owns the relationship with the user and presents the final plan.\nIf the partner implements without approval, the user loses control over what\ngets built. The agent-to-agent `phase:decision` message is alignment, not\nauthorization: human approval is a structural gate to the initialized human\nhandle, and partner agents must not implement from a spec decision alone.\nImplementation starts only after the initiator explicitly tells you the human\napproved and assigns work.\n\n## Protocol Discipline\n\nThese rules exist because violations silently break the workflow's value proposition:\n\n- **Send before researching** — parallel research is the whole point. Pre-researching wastes your partner's time and biases the outcome toward your initial framing.\n- **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.\n- **Don't skip phases** — each phase builds on the previous. Collapsing directly to a finished spec skips the discussion where misunderstandings surface.\n- **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.\n- **Don't enter plan mode during research** if it blocks tool usage — you need tools to explore the codebase.\n- **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 stable `gate/<topic>` thread, then wait for explicit approval on that thread. The agent-to-agent `phase:decision` message is alignment only; partner agents must not implement from it. See the Operator Gates section in /amq-cli for canonical mechanics, seeding, and guardrails.\n\n## Reference\n\nFor full protocol details, templates, and phase gates, see:\n- [references/spec-workflow.md](references/spec-workflow.md)\n","tagline":">-","category":"research","tags":["agent-skill"],"author":"avivsinai","verified":false,"attribution":{"status":"registry_indexed","statusLabel":"Registry indexed","shortLabel":"REGISTRY INDEXED","sourceLabel":"recursive skill source sync","sourceDetail":"avivsinai/agent-message-queue","creatorName":"avivsinai","creatorUrl":"https://github.com/avivsinai","sourceUrl":"https://github.com/avivsinai/agent-message-queue/tree/main/skills/amq-spec","indexedBy":"OpenAgentSkill community index","claimUrl":"https://www.openagentskill.com/skills/avivsinai-amq-spec#claim-this-skill","claimCta":"Claim this skill","trustNote":"This listing was indexed from public sources and is not marked official until a maintainer claim is approved.","publicNote":"Attribution links to the public repository or creator profile. Creators can claim the listing to update ownership signals."},"stats":{"stars":82,"forks":9,"verified_installs":0,"successful_runs":0,"total_outcomes":0,"rating":0,"review_count":0,"quality_score":36.23},"quality":{"score":65,"tier":"promising","label":"Promising","summary":"Useful candidate, but compare it with alternatives before adopting.","signals":[{"label":"GitHub stars","value":"82","tone":"neutral"},{"label":"Freshness","value":"Today","tone":"positive"},{"label":"Install ready","value":"Yes","tone":"positive"},{"label":"License","value":"MIT","tone":"neutral"}],"warnings":["Skill relies on external AMQ tool; not self-contained and requires prior installation, but this is clearly stated in pre-flight checks."]},"trust":{"version":"trust-score-v5","score":55,"base_score":63,"outcome_confidence":0,"tier":"risk","label":"Do not auto-install","summary":"Trust Score v5 found insufficient evidence for agent installation. Treat this as discovery material, not an executable recommendation.","recommendedAction":"Choose a stronger alternative or inspect the source manually before any install attempt.","decision":{"install_policy":"human_review_before_install","auto_install_allowed":false,"human_review_required":true,"sandbox_first":true,"agent_action":"Compare alternatives before installing.","reasoning":["55/100 Trust Score v5","63/100 Trust Score v4 baseline","Needs more real agent outcomes before unattended install","Install path is available","Review before production"],"review_required_when":["The workspace contains production secrets, payments, private customer data, or irreversible actions.","The install command requests shell, network, credential, database, or broad filesystem access.","Outcome evidence is missing, recently failed, or required human review.","Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface","Automatic installation in a production workspace"]},"dimensions":[{"id":"github_adoption","label":"GitHub adoption","score":48,"weight":0.13,"status":"warn","detail":"82 GitHub stars"},{"id":"repo_activity","label":"Stars/forks activity","score":43,"weight":0.08,"status":"warn","detail":"82 stars, 9 forks; 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not self-contained and requires prior installation, but this is clearly stated in pre-flight checks.","Quality score needs review","Permission surface needs review: secrets or environment access, shell or command execution","GitHub adoption: 82 GitHub stars","Stars/forks activity: 82 stars, 9 forks; issue activity unavailable in current metadata","Dependency/runtime risk: command execution surface, credential or environment access","Permission surface: secrets or environment access, shell or command execution"],"backward_compatible":{"trust_score_v4":{"version":"trust-score-v4","score":63,"tier":"review","label":"Manual review","summary":"Potentially useful, but at least one trust signal needs human inspection."}}},"trust_score_v4":{"version":"trust-score-v4","score":63,"tier":"review","label":"Manual review","summary":"Potentially useful, but at least one trust signal needs human inspection.","recommendedAction":"Inspect the repository, license, and recent activity before connecting it to agent workflows.","dimensions":[{"id":"github_adoption","label":"GitHub adoption","score":48,"weight":0.13,"status":"warn","detail":"82 GitHub stars"},{"id":"repo_activity","label":"Stars/forks activity","score":43,"weight":0.08,"status":"warn","detail":"82 stars, 9 forks; issue activity unavailable in current metadata"},{"id":"maintenance","label":"Recent maintenance","score":100,"weight":0.14,"status":"pass","detail":"Pushed today"},{"id":"license","label":"License clarity","score":86,"weight":0.09,"status":"pass","detail":"MIT"},{"id":"documentation","label":"README/SKILL.md completeness","score":70,"weight":0.14,"status":"info","detail":"Public metadata needs stronger README/SKILL.md context"},{"id":"dependency_risk","label":"Dependency/runtime risk","score":54,"weight":0.12,"status":"warn","detail":"command execution surface, credential or environment access"},{"id":"installability","label":"Install availability","score":92,"weight":0.1,"status":"pass","detail":"npx skills add avivsinai/agent-message-queue --skill amq-spec"},{"id":"install_safety","label":"Install command safety","score":92,"weight":0.1,"status":"pass","detail":"standard package or runtime install path"},{"id":"permission_surface","label":"Permission surface","score":36,"weight":0.07,"status":"fail","detail":"secrets or environment access, shell or command execution"},{"id":"repository","label":"Repository evidence","score":86,"weight":0.04,"status":"pass","detail":"https://github.com/avivsinai/agent-message-queue/tree/main/skills/amq-spec"},{"id":"review_status","label":"Review status","score":66,"weight":0.05,"status":"info","detail":"AI review data available"},{"id":"agent_outcomes","label":"Agent Proven outcomes","score":54,"weight":0.13,"status":"info","detail":"No agent outcome data yet"}],"checks":[{"status":"warn","label":"GitHub adoption","detail":"82 GitHub stars"},{"status":"warn","label":"Stars/forks activity","detail":"82 stars, 9 forks; issue activity unavailable in current metadata"},{"status":"pass","label":"Recent maintenance","detail":"Pushed today"},{"status":"pass","label":"License clarity","detail":"MIT"},{"status":"info","label":"README/SKILL.md completeness","detail":"Public metadata needs stronger README/SKILL.md context"},{"status":"warn","label":"Dependency/runtime risk","detail":"command execution surface, credential or environment access"},{"status":"pass","label":"Install availability","detail":"npx skills add avivsinai/agent-message-queue --skill amq-spec"},{"status":"pass","label":"Install command safety","detail":"standard package or runtime install path"},{"status":"fail","label":"Permission surface","detail":"secrets or environment access, shell or command execution"},{"status":"pass","label":"Repository evidence","detail":"https://github.com/avivsinai/agent-message-queue/tree/main/skills/amq-spec"},{"status":"info","label":"Review status","detail":"AI review data available"},{"status":"info","label":"Agent Proven outcomes","detail":"No agent outcome data yet"},{"status":"warn","label":"Ownership","detail":"No approved owner claim yet"},{"status":"info","label":"OpenAgentSkill usage","detail":"No local usage activity yet"},{"status":"info","label":"Agent outcomes","detail":"No agent outcome data yet"}],"strengths":["AI review approved","Install path is available","Repository evidence is available","Recently maintained repository","Install command has no obvious high-risk pattern"],"warnings":["Skill relies on external AMQ tool; not self-contained and requires prior installation, but this is clearly stated in pre-flight checks.","Quality score needs review","Permission surface needs review: secrets or environment access, shell or command execution","GitHub adoption: 82 GitHub stars","Stars/forks activity: 82 stars, 9 forks; issue activity unavailable in current metadata","Dependency/runtime risk: command execution surface, credential or environment access","Permission surface: secrets or environment access, shell or command execution"],"evidence":{"stars":"82 GitHub stars","repoActivity":"82 stars, 9 forks","lastPushed":"Pushed today","license":"MIT","repository":"https://github.com/avivsinai/agent-message-queue/tree/main/skills/amq-spec","install":"npx skills add avivsinai/agent-message-queue --skill amq-spec","installSafety":"standard package or runtime install path","permissionSurface":"secrets or environment access, shell or command execution","documentation":"Usable metadata, review docs","agentOutcomes":"No agent outcome data yet"},"installReadiness":{"ready":true,"command":"npx skills add avivsinai/agent-message-queue --skill amq-spec","policy":"human_review_before_install","label":"Human review before install","notes":["Install path is available","Repository evidence is available","License is declared","No Agent Proven outcome evidence yet","Pushed today"]},"agentCompatibility":["Codex","Claude Code","Cursor","OpenAgentSkill CLI"],"riskSummary":{"level":"medium","label":"Review before production","notes":["Skill relies on external AMQ tool; not self-contained and requires prior installation, but this is clearly stated in pre-flight checks.","Quality score needs review","Permission surface needs review: secrets or environment access, shell or command execution","GitHub adoption: 82 GitHub stars","Stars/forks activity: 82 stars, 9 forks; issue activity unavailable in current metadata"]},"outcomeEvidence":{"total":0,"successes":0,"failures":0,"notRelevant":0,"successRate":null,"installAttempts":0,"riskBlocked":0,"setupRequired":0,"installSuccessRate":null,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"recentSuccessRate":null,"recentFailureRate":null,"uniqueAgents":0,"agentProvenScore":0,"agentProvenLabel":"Needs first agent run","lastOutcomeAt":null,"label":"No agent outcome data yet"},"autoInstall":{"allowed":false,"sandboxRequired":true,"policy":"human_review_before_install","reason":"Human review or sandbox validation is required before automatic installation."},"bestFor":["research","agent-skill"],"doNotUseFor":["Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface","Automatic installation in a production workspace"],"knownRisks":["Skill relies on external AMQ tool; not self-contained and requires prior installation, but this is clearly stated in pre-flight checks.","Quality score needs review","Permission surface needs review: secrets or environment access, shell or command execution","GitHub adoption: 82 GitHub stars","Stars/forks activity: 82 stars, 9 forks; issue activity unavailable in current metadata","Dependency/runtime risk: command execution surface, credential or environment access","Permission surface: secrets or environment access, shell or command execution"]},"agent_proven":{"version":"agent-proven-v1","score":0,"tier":"unproven","label":"Needs first agent run","summary":"No agent outcome reports yet. Use Resolve, run one narrow sandbox task, then report the result.","metrics":{"totalOutcomes":0,"successfulOutcomes":0,"failedOutcomes":0,"installAttempts":0,"installSuccessRate":null,"successRate":null,"recentSuccessRate":null,"recentFailureRate":null,"riskBlocked":0,"setupRequired":0,"notRelevant":0,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"uniqueAgents":0,"lastOutcomeAt":null},"signals":[],"penalties":["No real agent outcome evidence yet"]},"outcome_stats":null,"safety":{"score":34,"level":"avoid_auto_install","label":"Avoid automatic install","safety_tier":{"tier":"blocked","label":"Blocked for auto-install","badge":"BLOCKED","summary":"This skill should not be selected by an agent without explicit human security review.","recommended_action":"Do not auto-install. Inspect the source, dependencies, and permission surface first.","auto_install_policy":"block","reasons":["Metadata combines secrets access with shell or command execution","High-risk permission hints: Shell or command execution, Secrets or environment access"]},"auto_install_allowed":false,"human_review_required":true,"blocked":true,"audit_risk":"needs_review","permission_hints":[{"id":"shell","label":"Shell or command execution","reason":"Skill metadata references terminal, CLI, shell, subprocess, or command execution workflows.","severity":"high"},{"id":"network","label":"Network access","reason":"Skill likely fetches remote pages, APIs, repositories, or external services.","severity":"medium"},{"id":"filesystem","label":"Filesystem access","reason":"Skill may read or write project files, documents, generated artifacts, or local workspace state.","severity":"medium"},{"id":"secrets","label":"Secrets or environment access","reason":"Skill metadata references credentials, tokens, environment variables, or secret-bearing workflows.","severity":"high"}],"policy_warnings":["High-risk permission hints: Shell or command execution, Secrets or environment access","Dependency or permission surface needs review"],"constraints_applied":{"max_risk":"medium","needs_install_command":true,"min_stars":0}},"safety_gate":{"tier":"blocked","label":"Blocked for auto-install","badge":"BLOCKED","auto_install_policy":"block","auto_install_allowed":false,"blocked":true,"human_review_required":true,"recommended_action":"Do not auto-install. Inspect the source, dependencies, and permission surface first.","reasons":["Metadata combines secrets access with shell or command execution","High-risk permission hints: Shell or command execution, Secrets or environment access"]},"eval":{"version":"openagentskill-skill-eval-v1","status":"failed","score":63,"risk_level":"high","decision":{"recommendation":"do_not_auto_install","reason":"Agent safety gate: This skill should not be selected by an agent without explicit human security review.","auto_install_allowed":false,"policy":"block","human_review_required":true},"blockers":["Agent safety gate: This skill should not be selected by an agent without explicit human security review.","Permission surface: secrets or environment access, shell or command execution"],"warnings":["Trust score: Potentially useful, but at least one trust signal needs human inspection.","Audit score: Needs review","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context","High-risk permission hints: Shell or command execution, Secrets or environment access","Dependency or permission surface needs review","Permission surface may require sandboxing","Skill relies on external AMQ tool; not self-contained and requires prior installation, but this is clearly stated in pre-flight checks.","Receiver-side protocol is only partially included in the excerpt; the full references/spec-workflow.md is referenced but not fully reviewed here.","Quality score needs review","Permission surface needs review: secrets or environment access, shell or command execution","GitHub adoption: 82 GitHub stars","Stars/forks activity: 82 stars, 9 forks; issue activity unavailable in current metadata"],"validation_plan":["Inspect repository, README/SKILL.md, license, and recent commits before production use.","Install in an isolated workspace or sandbox with no production secrets available.","Run the smallest representative task and record files touched, commands run, network access, and outputs.","Compare the selected skill against at least one alternative when the eval status is review or failed.","Promote only after the agent reports a successful verification result and unresolved warnings are accepted."],"checks":[{"id":"task_fit","label":"Task fit","status":"pass","score":94,"required_for_auto_install":true,"detail":"Task wording matches this skill metadata.","evidence":["Evaluate amq-spec before installing it in an agent workflow","research","Research agents workflows; Claude Code teams; builders willing to evaluate younger projects"]},{"id":"install_path","label":"Install path","status":"pass","score":92,"required_for_auto_install":true,"detail":"Install handoff is available.","evidence":["npx skills add avivsinai/agent-message-queue --skill amq-spec"]},{"id":"install_safety","label":"Install command safety","status":"pass","score":92,"required_for_auto_install":true,"detail":"standard package or runtime install path","evidence":["npx skills add avivsinai/agent-message-queue --skill amq-spec"]},{"id":"trust_score","label":"Trust score","status":"warn","score":63,"required_for_auto_install":true,"detail":"Potentially useful, but at least one trust signal needs human inspection.","evidence":["Manual review","82 GitHub stars","MIT"]},{"id":"audit_score","label":"Audit score","status":"warn","score":74,"required_for_auto_install":true,"detail":"Needs review","evidence":["Dependency or permission surface needs review"]},{"id":"agent_safety_gate","label":"Agent safety gate","status":"fail","score":34,"required_for_auto_install":true,"detail":"This skill should not be selected by an agent without explicit human security review.","evidence":["Do not auto-install. Inspect the source, dependencies, and permission surface first.","Metadata combines secrets access with shell or command execution"]},{"id":"readme_skillmd_completeness","label":"README/SKILL.md completeness","status":"warn","score":70,"required_for_auto_install":false,"detail":"Public metadata needs stronger README/SKILL.md context","evidence":["Usable metadata, review docs"]},{"id":"license_clarity","label":"License clarity","status":"pass","score":86,"required_for_auto_install":true,"detail":"MIT","evidence":["MIT"]},{"id":"recent_maintenance","label":"Recent maintenance","status":"pass","score":100,"required_for_auto_install":false,"detail":"Pushed today","evidence":["Pushed today"]},{"id":"permission_surface","label":"Permission surface","status":"fail","score":36,"required_for_auto_install":true,"detail":"secrets or environment access, shell or command execution","evidence":["Shell or command execution: high","Network access: medium","Filesystem access: medium"]},{"id":"alternatives","label":"Alternatives available","status":"info","score":55,"required_for_auto_install":false,"detail":"No close alternatives were found in the current shortlist.","evidence":[]}],"endpoints":{"web":"https://www.openagentskill.com/skills/avivsinai-amq-spec/evals","api":"/api/agent/evals?slug=avivsinai-amq-spec","text":"/api/agent/evals?slug=avivsinai-amq-spec&format=text"}},"agent_readable_metadata":{"version":"openagentskill-agent-metadata-v2","skill":{"slug":"avivsinai-amq-spec","name":"amq-spec","description":">-","category":"research","url":"https://www.openagentskill.com/skills/avivsinai-amq-spec","repository":"https://github.com/avivsinai/agent-message-queue/tree/main/skills/amq-spec","github_repo":"avivsinai/agent-message-queue"},"suited_tasks":["Research agents workflows","Claude Code teams","builders willing to evaluate younger projects","Search sources","Extract claims","Synthesize findings","Read uploaded files","Extract structured fields"],"suited_agents":["Codex","Claude Code","Cursor","OpenAgentSkill CLI","OpenAI Agents","CLI"],"install":{"command":"npx skills add avivsinai/agent-message-queue --skill amq-spec","ready":true,"targets":[{"id":"openagentskill-cli","label":"CLI","kind":"command","value":"npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.2.1/openagentskill-0.2.1.tgz install avivsinai-amq-spec"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"amq-spec\" agent skill from https://github.com/avivsinai/agent-message-queue/tree/main/skills/amq-spec. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: >- After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"avivsinai-amq-spec\",\"task\":\"Install amq-spec\",\"agent\":\"codex\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."},{"id":"claude-code","label":"Claude Code","kind":"agent-prompt","value":"Add \"amq-spec\" as a Claude Code skill from https://github.com/avivsinai/agent-message-queue/tree/main/skills/amq-spec. Inspect the skill instructions, place the reusable skill files in the appropriate local skills location for this project, and report the activation steps. Skill purpose: >- After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"avivsinai-amq-spec\",\"task\":\"Install amq-spec\",\"agent\":\"claude-code\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."},{"id":"cursor","label":"Cursor","kind":"agent-prompt","value":"Turn \"amq-spec\" from https://github.com/avivsinai/agent-message-queue/tree/main/skills/amq-spec into a reusable Cursor project rule or agent instruction. Preserve the core workflow, adapt paths to this repo, and keep the rule scoped to tasks where it is relevant. Skill purpose: >- After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"avivsinai-amq-spec\",\"task\":\"Install amq-spec\",\"agent\":\"cursor\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."}],"handoff_url":"https://www.openagentskill.com/api/skills/avivsinai-amq-spec/install","manifest_url":"https://www.openagentskill.com/api/registry/manifest/avivsinai-amq-spec"},"trust":{"score":63,"label":"Manual review","version":"trust-score-v4","install_policy":"human_review_before_install","evidence":{"stars":"82 GitHub stars","repoActivity":"82 stars, 9 forks","lastPushed":"Pushed today","license":"MIT","repository":"https://github.com/avivsinai/agent-message-queue/tree/main/skills/amq-spec","install":"npx skills add avivsinai/agent-message-queue --skill amq-spec","installSafety":"standard package or runtime install path","permissionSurface":"secrets or environment access, shell or command execution","documentation":"Usable metadata, review docs","agentOutcomes":"No agent outcome data yet"},"outcome_evidence":{"total":0,"successes":0,"failures":0,"not_relevant":0,"success_rate":null,"recent_success_rate":null,"recent_failure_rate":null,"install_attempts":0,"install_success_rate":null,"risk_blocked":0,"setup_required":0,"avg_output_quality":null,"production_outcomes":0,"last_outcome_at":null,"label":"No agent outcome data yet"},"auto_install":{"allowed":false,"sandbox_required":true,"reason":"Human review or sandbox validation is required before automatic installation."},"best_for":["research","agent-skill"],"known_risks":["Skill relies on external AMQ tool; not self-contained and requires prior installation, but this is clearly stated in pre-flight checks.","Quality score needs review","Permission surface needs review: secrets or environment access, shell or command execution","GitHub adoption: 82 GitHub stars","Stars/forks activity: 82 stars, 9 forks; issue activity unavailable in current metadata","Dependency/runtime risk: command execution surface, credential or environment access","Permission surface: secrets or environment access, shell or command execution"]},"agent_proven":{"version":"agent-proven-v1","score":0,"tier":"unproven","label":"Needs first agent run","summary":"No agent outcome reports yet. Use Resolve, run one narrow sandbox task, then report the result.","metrics":{"totalOutcomes":0,"successfulOutcomes":0,"failedOutcomes":0,"installAttempts":0,"installSuccessRate":null,"successRate":null,"recentSuccessRate":null,"recentFailureRate":null,"riskBlocked":0,"setupRequired":0,"notRelevant":0,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"uniqueAgents":0,"lastOutcomeAt":null},"signals":[],"penalties":["No real agent outcome evidence yet"]},"audit":{"score":74,"risk_level":"needs_review","risk_label":"Needs review","warnings":["Dependency or permission surface needs review","Permission surface may require sandboxing","Skill relies on external AMQ tool; not self-contained and requires prior installation, but this is clearly stated in pre-flight checks.","Receiver-side protocol is only partially included in the excerpt; the full references/spec-workflow.md is referenced but not fully reviewed here.","Quality score needs review","Permission surface needs review: secrets or environment access, shell or command execution","GitHub adoption: 82 GitHub stars","Stars/forks activity: 82 stars, 9 forks; issue activity unavailable in current metadata"]},"safety_gate":{"tier":"blocked","label":"Blocked for auto-install","auto_install_policy":"block","auto_install_allowed":false,"human_review_required":true,"blocked":true,"recommended_action":"Do not auto-install. Inspect the source, dependencies, and permission surface first."},"quality":{"score":65,"label":"Promising"},"supply":{"track":"Research and knowledge work","scenario":"Research agents","maintenance":"Pushed today","risk":"Needs review"},"alternative_skills":[],"do_not_use_when":["teams that need a vendor-supported SLA","production agents without a repository review","Skill relies on external AMQ tool; not self-contained and requires prior installation, but this is clearly stated in pre-flight checks.","No OpenAgentSkill engagement data yet","High-risk permission hints: Shell or command execution, Secrets or environment access","Dependency or permission surface needs review","Permission surface may require sandboxing","Receiver-side protocol is only partially included in the excerpt; the full references/spec-workflow.md is referenced but not fully reviewed here."],"agent_contract":{"task_input":"Use amq-spec in an agent workflow","recommended_action":"Do not auto-install. Inspect the source, dependencies, and permission surface first.","install_policy":"block","minimum_review_before_use":["Trust: 63/100 Manual review","Audit: 74/100 Needs review","Safety: 34/100 Avoid automatic install","Review repository, license, install command, and permission surface before production use."],"expected_agent_output":{"selected_skill":"avivsinai-amq-spec (amq-spec)","install_command":"npx skills add avivsinai/agent-message-queue --skill amq-spec","risk_summary":"Needs review; Blocked for auto-install; Review before production","verification_result":"Report the smallest successful task, files touched, warnings, and any missing setup."}},"outcome_feedback":{"endpoint":"https://www.openagentskill.com/api/agent/outcome","method":"POST","requires_resolve_event_id":true,"event_id_source":"Use install_receipt.outcome_feedback.event_id or feedback.event_id returned by /api/agent/resolve for the current task.","expected_outcomes":["success","failed","not_relevant","blocked_by_risk","setup_required"],"payload_template":{"event_id":"<install_receipt.outcome_feedback.event_id or feedback.event_id from /api/agent/resolve>","skill_slug":"avivsinai-amq-spec","task":"Use amq-spec in an agent workflow","agent":"codex","outcome":"success","install_used":true,"risk_blocked":false,"setup_required":false,"task_success":true,"output_quality":4,"error_type":null,"human_review_required":false,"workspace":"sandbox","time_to_useful_ms":120000,"notes":"Report the smallest successful task, setup friction, files touched, and risk notes."}},"endpoints":{"web":"https://www.openagentskill.com/skills/avivsinai-amq-spec","api":"https://www.openagentskill.com/api/agent/skills/avivsinai-amq-spec","audit":"https://www.openagentskill.com/skills/avivsinai-amq-spec/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=avivsinai-amq-spec&task=Use%20amq-spec%20in%20an%20agent%20workflow&max_risk=medium","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Use%20amq-spec%20in%20an%20agent%20workflow&agent=codex&max_risk=medium","receipt":"https://www.openagentskill.com/api/agent/receipt?task=Use%20amq-spec%20in%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text","install":"https://www.openagentskill.com/api/skills/avivsinai-amq-spec/install","manifest":"https://www.openagentskill.com/api/registry/manifest/avivsinai-amq-spec"}},"machine_metadata":{"version":"openagentskill-agent-metadata-v2","skill":{"slug":"avivsinai-amq-spec","name":"amq-spec","description":">-","category":"research","url":"https://www.openagentskill.com/skills/avivsinai-amq-spec","repository":"https://github.com/avivsinai/agent-message-queue/tree/main/skills/amq-spec","github_repo":"avivsinai/agent-message-queue"},"suited_tasks":["Research agents workflows","Claude Code teams","builders willing to evaluate younger projects","Search sources","Extract claims","Synthesize findings","Read uploaded files","Extract structured fields"],"suited_agents":["Codex","Claude Code","Cursor","OpenAgentSkill CLI","OpenAI Agents","CLI"],"install":{"command":"npx skills add avivsinai/agent-message-queue --skill amq-spec","ready":true,"targets":[{"id":"openagentskill-cli","label":"CLI","kind":"command","value":"npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.2.1/openagentskill-0.2.1.tgz install avivsinai-amq-spec"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"amq-spec\" agent skill from https://github.com/avivsinai/agent-message-queue/tree/main/skills/amq-spec. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: >- After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"avivsinai-amq-spec\",\"task\":\"Install amq-spec\",\"agent\":\"codex\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."},{"id":"claude-code","label":"Claude Code","kind":"agent-prompt","value":"Add \"amq-spec\" as a Claude Code skill from https://github.com/avivsinai/agent-message-queue/tree/main/skills/amq-spec. Inspect the skill instructions, place the reusable skill files in the appropriate local skills location for this project, and report the activation steps. Skill purpose: >- After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"avivsinai-amq-spec\",\"task\":\"Install amq-spec\",\"agent\":\"claude-code\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."},{"id":"cursor","label":"Cursor","kind":"agent-prompt","value":"Turn \"amq-spec\" from https://github.com/avivsinai/agent-message-queue/tree/main/skills/amq-spec into a reusable Cursor project rule or agent instruction. Preserve the core workflow, adapt paths to this repo, and keep the rule scoped to tasks where it is relevant. Skill purpose: >- After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"avivsinai-amq-spec\",\"task\":\"Install amq-spec\",\"agent\":\"cursor\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."}],"handoff_url":"https://www.openagentskill.com/api/skills/avivsinai-amq-spec/install","manifest_url":"https://www.openagentskill.com/api/registry/manifest/avivsinai-amq-spec"},"trust":{"score":63,"label":"Manual review","version":"trust-score-v4","install_policy":"human_review_before_install","evidence":{"stars":"82 GitHub stars","repoActivity":"82 stars, 9 forks","lastPushed":"Pushed today","license":"MIT","repository":"https://github.com/avivsinai/agent-message-queue/tree/main/skills/amq-spec","install":"npx skills add avivsinai/agent-message-queue --skill amq-spec","installSafety":"standard package or runtime install path","permissionSurface":"secrets or environment access, shell or command execution","documentation":"Usable metadata, review docs","agentOutcomes":"No agent outcome data yet"},"outcome_evidence":{"total":0,"successes":0,"failures":0,"not_relevant":0,"success_rate":null,"recent_success_rate":null,"recent_failure_rate":null,"install_attempts":0,"install_success_rate":null,"risk_blocked":0,"setup_required":0,"avg_output_quality":null,"production_outcomes":0,"last_outcome_at":null,"label":"No agent outcome data yet"},"auto_install":{"allowed":false,"sandbox_required":true,"reason":"Human review or sandbox validation is required before automatic installation."},"best_for":["research","agent-skill"],"known_risks":["Skill relies on external AMQ tool; not self-contained and requires prior installation, but this is clearly stated in pre-flight checks.","Quality score needs review","Permission surface needs review: secrets or environment access, shell or command execution","GitHub adoption: 82 GitHub stars","Stars/forks activity: 82 stars, 9 forks; issue activity unavailable in current metadata","Dependency/runtime risk: command execution surface, credential or environment access","Permission surface: secrets or environment access, shell or command execution"]},"agent_proven":{"version":"agent-proven-v1","score":0,"tier":"unproven","label":"Needs first agent run","summary":"No agent outcome reports yet. Use Resolve, run one narrow sandbox task, then report the result.","metrics":{"totalOutcomes":0,"successfulOutcomes":0,"failedOutcomes":0,"installAttempts":0,"installSuccessRate":null,"successRate":null,"recentSuccessRate":null,"recentFailureRate":null,"riskBlocked":0,"setupRequired":0,"notRelevant":0,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"uniqueAgents":0,"lastOutcomeAt":null},"signals":[],"penalties":["No real agent outcome evidence yet"]},"audit":{"score":74,"risk_level":"needs_review","risk_label":"Needs review","warnings":["Dependency or permission surface needs review","Permission surface may require sandboxing","Skill relies on external AMQ tool; not self-contained and requires prior installation, but this is clearly stated in pre-flight checks.","Receiver-side protocol is only partially included in the excerpt; the full references/spec-workflow.md is referenced but not fully reviewed here.","Quality score needs review","Permission surface needs review: secrets or environment access, shell or command execution","GitHub adoption: 82 GitHub stars","Stars/forks activity: 82 stars, 9 forks; issue activity unavailable in current metadata"]},"safety_gate":{"tier":"blocked","label":"Blocked for auto-install","auto_install_policy":"block","auto_install_allowed":false,"human_review_required":true,"blocked":true,"recommended_action":"Do not auto-install. Inspect the source, dependencies, and permission surface first."},"quality":{"score":65,"label":"Promising"},"supply":{"track":"Research and knowledge work","scenario":"Research agents","maintenance":"Pushed today","risk":"Needs review"},"alternative_skills":[],"do_not_use_when":["teams that need a vendor-supported SLA","production agents without a repository review","Skill relies on external AMQ tool; not self-contained and requires prior installation, but this is clearly stated in pre-flight checks.","No OpenAgentSkill engagement data yet","High-risk permission hints: Shell or command execution, Secrets or environment access","Dependency or permission surface needs review","Permission surface may require sandboxing","Receiver-side protocol is only partially included in the excerpt; the full references/spec-workflow.md is referenced but not fully reviewed here."],"agent_contract":{"task_input":"Use amq-spec in an agent workflow","recommended_action":"Do not auto-install. Inspect the source, dependencies, and permission surface first.","install_policy":"block","minimum_review_before_use":["Trust: 63/100 Manual review","Audit: 74/100 Needs review","Safety: 34/100 Avoid automatic install","Review repository, license, install command, and permission surface before production use."],"expected_agent_output":{"selected_skill":"avivsinai-amq-spec (amq-spec)","install_command":"npx skills add avivsinai/agent-message-queue --skill amq-spec","risk_summary":"Needs review; Blocked for auto-install; Review before production","verification_result":"Report the smallest successful task, files touched, warnings, and any missing setup."}},"outcome_feedback":{"endpoint":"https://www.openagentskill.com/api/agent/outcome","method":"POST","requires_resolve_event_id":true,"event_id_source":"Use install_receipt.outcome_feedback.event_id or feedback.event_id returned by /api/agent/resolve for the current task.","expected_outcomes":["success","failed","not_relevant","blocked_by_risk","setup_required"],"payload_template":{"event_id":"<install_receipt.outcome_feedback.event_id or feedback.event_id from /api/agent/resolve>","skill_slug":"avivsinai-amq-spec","task":"Use amq-spec in an agent workflow","agent":"codex","outcome":"success","install_used":true,"risk_blocked":false,"setup_required":false,"task_success":true,"output_quality":4,"error_type":null,"human_review_required":false,"workspace":"sandbox","time_to_useful_ms":120000,"notes":"Report the smallest successful task, setup friction, files touched, and risk notes."}},"endpoints":{"web":"https://www.openagentskill.com/skills/avivsinai-amq-spec","api":"https://www.openagentskill.com/api/agent/skills/avivsinai-amq-spec","audit":"https://www.openagentskill.com/skills/avivsinai-amq-spec/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=avivsinai-amq-spec&task=Use%20amq-spec%20in%20an%20agent%20workflow&max_risk=medium","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Use%20amq-spec%20in%20an%20agent%20workflow&agent=codex&max_risk=medium","receipt":"https://www.openagentskill.com/api/agent/receipt?task=Use%20amq-spec%20in%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text","install":"https://www.openagentskill.com/api/skills/avivsinai-amq-spec/install","manifest":"https://www.openagentskill.com/api/registry/manifest/avivsinai-amq-spec"}},"supply_profile":{"track":{"slug":"research","label":"Research and knowledge work","shortLabel":"Research","description":"Deep research, source comparison, literature review, RAG, knowledge search, and reports."},"scenario":{"label":"Research agents","description":"I need my agent to research a topic, compare sources, and produce a concise report.","useCases":[{"slug":"research-agents","title":"Research agents"},{"slug":"document-processing","title":"Document processing"},{"slug":"coding-agents","title":"Coding agents"}]},"applicableAgents":["Claude Code","OpenAI Agents","CLI","Codex","Cursor"],"install":{"ready":true,"command":"npx skills add avivsinai/agent-message-queue --skill amq-spec","primaryTarget":"CLI","targetCount":4},"githubQuality":{"stars":82,"starsLabel":"82","forks":9,"license":"MIT","qualityScore":65,"trustScore":63,"auditScore":74},"maintenance":{"status":"fresh","label":"Pushed today","daysSincePush":0,"lastPushedAt":"2026-08-21T19:05:24+00:00"},"risk":{"level":"needs_review","label":"Needs review","requiresReview":true,"notes":["Dependency or permission surface needs review","Permission surface may require sandboxing","Skill relies on external AMQ tool; not self-contained and requires prior installation, but this is clearly stated in pre-flight checks.","Receiver-side protocol is only partially included in the excerpt; the full references/spec-workflow.md is referenced but not fully reviewed here.","Quality score needs review"]},"coverageTags":["Research","Research agents","agent-skill"]},"audit":{"audit_score":74,"risk_level":"needs_review","risk_label":"Needs review","quality_score":65,"trust_score":63,"maintenance_score":100,"security_score":73,"install_score":92,"warnings":["Dependency or permission surface needs review","Permission surface may require sandboxing","Skill relies on external AMQ tool; not self-contained and requires prior installation, but this is clearly stated in pre-flight checks.","Receiver-side protocol is only partially included in the excerpt; the full references/spec-workflow.md is referenced but not fully reviewed here.","Quality score needs review","Permission surface needs review: secrets or environment access, shell or command execution","GitHub adoption: 82 GitHub stars","Stars/forks activity: 82 stars, 9 forks; issue activity unavailable in current metadata","Dependency/runtime risk: command execution surface, credential or environment access","Permission surface: secrets or environment access, shell or command execution"]},"quality_signals":{"model":"v2","star_score":13.43,"usage_score":0,"review_score":4.8,"metadata_score":3,"freshness_score":15},"platforms":["Claude Code","OpenAI Agents"],"use_cases":[{"slug":"research-agents","title":"Research agents","url":"https://www.openagentskill.com/use-cases/research-agents"},{"slug":"document-processing","title":"Document processing","url":"https://www.openagentskill.com/use-cases/document-processing"},{"slug":"coding-agents","title":"Coding agents","url":"https://www.openagentskill.com/use-cases/coding-agents"},{"slug":"rag-knowledge","title":"RAG and knowledge","url":"https://www.openagentskill.com/use-cases/rag-knowledge"}],"stacks":[{"slug":"research-report-agent","title":"Research report agent","url":"https://www.openagentskill.com/collections/research-report-agent"},{"slug":"coding-review-agent","title":"Coding review agent","url":"https://www.openagentskill.com/collections/coding-review-agent"},{"slug":"rag-knowledge-base","title":"RAG knowledge base","url":"https://www.openagentskill.com/collections/rag-knowledge-base"}],"install":"npx skills add avivsinai/agent-message-queue --skill amq-spec","install_targets":[{"id":"openagentskill-cli","label":"CLI","title":"OpenAgentSkill CLI","kind":"command","value":"npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.2.1/openagentskill-0.2.1.tgz install avivsinai-amq-spec","description":"Resolve policy, run the source installer safely, and report a verified install receipt.","copyLabel":"Copy command"},{"id":"codex","label":"Codex","title":"Codex install prompt","kind":"agent-prompt","value":"Install the \"amq-spec\" agent skill from https://github.com/avivsinai/agent-message-queue/tree/main/skills/amq-spec. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: >- After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"avivsinai-amq-spec\",\"task\":\"Install amq-spec\",\"agent\":\"codex\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","description":"Give Codex a repo-aware install prompt when the skill is not available through a local CLI.","copyLabel":"Copy prompt"},{"id":"claude-code","label":"Claude Code","title":"Claude Code skill prompt","kind":"agent-prompt","value":"Add \"amq-spec\" as a Claude Code skill from https://github.com/avivsinai/agent-message-queue/tree/main/skills/amq-spec. Inspect the skill instructions, place the reusable skill files in the appropriate local skills location for this project, and report the activation steps. Skill purpose: >- After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"avivsinai-amq-spec\",\"task\":\"Install amq-spec\",\"agent\":\"claude-code\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","description":"Use this prompt to ask Claude Code to add the skill and explain the local activation steps.","copyLabel":"Copy prompt"},{"id":"cursor","label":"Cursor","title":"Cursor rule prompt","kind":"agent-prompt","value":"Turn \"amq-spec\" from https://github.com/avivsinai/agent-message-queue/tree/main/skills/amq-spec into a reusable Cursor project rule or agent instruction. Preserve the core workflow, adapt paths to this repo, and keep the rule scoped to tasks where it is relevant. Skill purpose: >- After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"avivsinai-amq-spec\",\"task\":\"Install amq-spec\",\"agent\":\"cursor\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","description":"Use this when installing as Cursor project rules or reusable agent instructions.","copyLabel":"Copy prompt"}],"repository":"https://github.com/avivsinai/agent-message-queue/tree/main/skills/amq-spec","github_repo":"avivsinai/agent-message-queue","version":"1.0.0","license":"MIT","urls":{"web":"https://www.openagentskill.com/skills/avivsinai-amq-spec","repository":"https://github.com/avivsinai/agent-message-queue/tree/main/skills/amq-spec","api":"/api/agent/skills/avivsinai-amq-spec","install_api":"/api/skills/avivsinai-amq-spec/install"},"meta":{"created_at":"2026-08-21T19:35:39.831373+00:00","updated_at":"2026-08-21T19:35:39.831373+00:00","agent_friendly":true}}