{"slug":"aktsmm-agentic-workflow-guide","name":"agentic-workflow-guide","description":"Design, review, and debug agent workflows, and decide when a request should use a prompt, instruction, skill, agent, or hook before escalating to multi-agent design. Use for .agent.md / .instructions.md / .prompt.md / AGENTS.md work, workflow architecture, orchestration planning, or when agent workflows may be overkill. Triggers on 'agent workflow', 'create agent', 'ワークフロー設計', 'orchestrator'.","long_description":"---\nname: agentic-workflow-guide\ndescription: \"Design, review, and debug agent workflows, and decide when a request should use a prompt, instruction, skill, agent, or hook before escalating to multi-agent design. Use for .agent.md / .instructions.md / .prompt.md / AGENTS.md work, workflow architecture, orchestration planning, or when agent workflows may be overkill. Triggers on 'agent workflow', 'create agent', 'ワークフロー設計', 'orchestrator'.\"\nargument-hint: \"作りたい .agent.md / .instructions.md / .prompt.md / AGENTS.md、設計したい workflow、または困っている症状\"\nuser-invocable: true\nlicense: CC BY-NC-SA 4.0\nmetadata:\n  author: yamapan (https://github.com/aktsmm)\n---\n\n# Agentic Workflow Guide\n\nDesign, review, and improve agent workflows based on proven principles.\n\nこの SKILL の基本姿勢は、**agent を増やすことではなく、必要最小の primitive で解くこと**。\ncontext が膨らんだときも、まずは split / compact / reference 化を考え、いきなり multi-agent にしない。\n\n## Primitive First\n\nDo not start with multi-agent by default.\n\n- Single focused slash task -> **Prompt**\n- Always-on or file-scoped guidance -> **Instruction**\n- Reusable workflow with bundled assets -> **Skill**\n- Persona, tool restrictions, delegation, or handoffs -> **Agent**\n- Deterministic enforcement -> **Hook**\n\nIf the ask does not require an **Agent**, stop and use the simpler primitive.\n\n> この primitive 選択表が SSOT。skill-creator-plus / skill-finder などの判定表は「そのスキルを使うべきか」の即時ゲートとして扱い、基準がずれたらここに合わせる。\n\nSelection details: [references/customization-decision.md](references/customization-decision.md)\n\n## When to Use\n\n| Action     | Triggers                                                                      |\n| ---------- | ----------------------------------------------------------------------------- |\n| **Create** | New `.agent.md`, `.instructions.md`, `.prompt.md`, `AGENTS.md`, or workflow architecture |\n| **Review** | Orchestrator not delegating, design principle check, context overflow         |\n| **Update** | Adding Handoffs, improving delegation, tool configuration                     |\n| **Debug**  | Agent not found, subagent not working, picker visibility, access control      |\n| **Decide** | Determining whether multi-agent is justified or a simpler primitive is enough |\n\n## Core Principles\n\n- **Simplicity First**: より単純な primitive で解けるなら agent 化しない\n- **SSOT / SRP**: 情報源と責務の分割を守る\n- **Fail Fast**: エラーは早く止める\n- **Feedback Loop**: 各段で検証できるようにする\n- **Context Discipline**: context が膨らんだら compact / split / retrieve を検討する\n\nPrinciple details: [references/design-principles.md](references/design-principles.md)\n\n## Pattern Selection\n\n- **Prompt Chaining**: 順序のある段階処理\n- **Routing**: 入力タイプで分岐する処理\n- **Parallelization**: 独立タスクを並列で進める処理\n- **Orchestrator-Workers**: 動的に subtasks を分解する処理\n- **Evaluator-Optimizer**: 品質基準を満たすまで反復する処理\n\nEvery loop needs explicit stop conditions.\n\nPattern details: [references/workflow-patterns/overview.md](references/workflow-patterns/overview.md)\n\n## Design Workflow\n\n1. **Extract from conversation**\n   Repeated behavior, tool preferences, workflow shape, and obvious specialization を先に拾う。\n2. **Choose primitive + scope**\n   Prompt / instruction / skill / agent / hook と workspace / profile を決める。\n3. **Clarify only the gaps**\n   挙動を変える曖昧さだけ聞く。\n4. **Check escalation**\n   agent や multi-agent が本当に必要か確認する。\n5. **Choose pattern**\n   complexity が上がるなら pattern を明示して設計する。\n6. **Review before expanding**\n   split / compact / reference 化で済まないかを見る。\n7. **Implement and iterate**\n   最初から完成形を狙わず、弱い箇所を見つけて詰める。\n\n## Rule Placement\n\n- 汎用的な workflow 設計原則は、この SKILL と `references/` を SSOT にする。\n- repo local の `.instructions.md` には workspace 固有の差分だけを残す。差分が無い generic instruction は merge back して削除候補にする。\n- IR は原則 in-memory で扱う。validator、script、deterministic handoff が必要な場合だけ中間 file を materialize し、不要になったら片付ける。\n- scheduler / service / config など決定論的な state mutation は、AI/UI loop ではなく direct script / API で現状確認 -> 最小変更 -> live read-back まで行う。LLM は scope と整合対象の判断に限定する。\n\n## Escalation Rules\n\n- **L0**: Single Prompt\n- **L1**: Prompt + Instructions\n- **L2**: Single Agent\n- **L3**: Multi-Agent\n\nPrefer the lowest level that solves the problem cleanly.\n\nQuick signals:\n\n- Prompt > 50 lines\n- Steps > 5\n- \"missed\" / \"overlooked\" errorsが続く\n- Multiple responsibilities in one agent\n- Context > 70%\n\nThreshold details: [references/splitting-criteria.md](references/splitting-criteria.md)\n\n## Entry Boundary Smells\n\n### Instruction Elevation Smell\n\nalways-loaded entry において、強い命令語が直下の catalog、reference list、workflow map、rule inventory を会話の優先レイヤーへ昇格させる状態。\n\n### Always-Loaded Entry Budget\n\nalways-loaded entry は会話境界と最小 guardrail のみを持つ。catalog、詳細手順、広い参照一覧は docs、README、task-specific assets へ退避する。\n\n### Runtime Boundary Rule\n\nReview assets improve design quality and detect structural problems. Default conversational behavior is controlled by always-loaded entries.\n\n### Casual Input Safety Check\n\nLightweight inputs such as greetings, short Q&A, and numeric-only replies should not be force-routed into task intake unless the task context is explicit.\n\n## Review Gates\n\n- [ ] Primitive choice is simpler than agent if possible\n- [ ] Placement is appropriate and always-loaded entry files stay thin\n- [ ] New additions are proposed only after delete / merge / split / move options are checked\n- [ ] Single responsibility per agent is preserved\n- [ ] Errors can be detected and stopped early\n- [ ] Results are verifiable at each step\n- [ ] Deterministic parts are offloaded to scripts / IR / hooks, and state changes are confirmed by reading authoritative live state back (not LLM/UI loops)\n\nFull checklist: [references/review-checklist.md](references/review-checklist.md)\n\n## Reference Map\n\nCore references: [primitive decision](references/customization-decision.md), [design principles](references/design-principles.md), [workflow patterns](references/workflow-patterns/overview.md), [splitting criteria](references/splitting-criteria.md), [review checklist](references/review-checklist.md), and [context management](references/context-engineering.md).\n\nFor scheduled workflows, use [scheduled runtime bindings](references/scheduled-runtime-bindings.md). For delegated evidence and append-only current-state extraction, see [orchestrator-workers](references/workflow-patterns/4-orchestrator-workers.md) and [IR architecture](references/workflow-patterns/ir-architecture.md).\n\n## agent Quick Fix\n\nWhen an orchestrator promises delegation but works directly, make the delegation requirement explicit and verifiable. See [agent-guide.md](references/agent-guide.md).\n\n## Tools Reference\n\nUse [references/agent-template.md](references/agent-template.md) for tool mapping and stable agent scaffold details.\n\n## Done Criteria\n\n- [ ] Primitive and scope selected intentionally\n- [ ] Workflow pattern selected and confirmed with user\n- [ ] New or updated assets have clear Role/Workflow/Done Criteria where applicable\n- [ ] Design principles checklist passed\n- [ ] Recommendations are classified as delete / merge / split / move / add / keep where applicable\n- [ ] Always-on instruction boundaries and DRY / SSOT risks are explicitly reviewed when `copilot-instructions.md` or `AGENTS.md` are in scope\n- [ ] New agent / workflow assets are registered in the appropriate catalog or docs when needed\n- [ ] `AGENTS.md` is updated only when shared guardrails or entry behavior need to change\n- [ ] Long-running or ad-hoc terminals/tasks started during the workflow are closed, or remaining terminals are explicitly reported with a reason\n- [ ] Async operations are verified by live state before being called complete; if blocked by retention/locks/background platform work, the blocker and next check condition are explicit\n","tagline":"Design, review, and debug agent workflows, and decide when a request should use a prompt, instruction, skill, agent, or hook before escalating to multi-agent design. Use for .agent.md / .instructions.md / .prompt.md / AGENTS.md work, workflow architecture, orchestration planning,","category":"design-creative","tags":["agent-skill"],"author":"aktsmm","verified":false,"attribution":{"status":"registry_indexed","statusLabel":"Registry indexed","shortLabel":"REGISTRY INDEXED","sourceLabel":"recursive skill source sync","sourceDetail":"aktsmm/Agent-Skills","creatorName":"aktsmm","creatorUrl":"https://github.com/aktsmm","sourceUrl":"https://github.com/aktsmm/Agent-Skills/tree/master/agentic-workflow-guide","indexedBy":"OpenAgentSkill community index","claimUrl":"https://www.openagentskill.com/skills/aktsmm-agentic-workflow-guide#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":25,"forks":4,"verified_installs":0,"successful_runs":0,"total_outcomes":0,"rating":0,"review_count":0,"quality_score":33.15},"quality":{"score":61,"tier":"promising","label":"Promising","summary":"Useful candidate, but compare it with alternatives before adopting.","signals":[{"label":"GitHub stars","value":"25","tone":"neutral"},{"label":"Freshness","value":"Today","tone":"positive"},{"label":"Install ready","value":"Yes","tone":"positive"},{"label":"License","value":"CC BY-NC-SA 4.0","tone":"neutral"}],"warnings":["Low GitHub adoption signal","The LICENSE.txt includes an additional AI/ML training restriction beyond the standard CC BY-NC-SA 4.0 terms. This is not a blocker but should be noted for clarity."]},"trust":{"version":"trust-score-v5","score":63,"base_score":71,"outcome_confidence":0,"tier":"review","label":"Sandbox only","summary":"Useful candidate with missing or mixed trust signals. 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Keep it in an isolated workspace until the outcome loop proves task fit.","recommendedAction":"Run only in a sandbox and compare close alternatives before using it for real work.","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":["63/100 Trust Score v5","71/100 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":"25 GitHub stars"},{"id":"repo_activity","label":"Stars/forks activity","score":43,"weight":0.08,"status":"warn","detail":"25 stars, 4 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":58,"weight":0.09,"status":"warn","detail":"CC BY-NC-SA 4.0 - confirm commercial-use terms"},{"id":"documentation","label":"README/SKILL.md completeness","score":86,"weight":0.14,"status":"pass","detail":"Metadata includes enough usage and workflow context"},{"id":"dependency_risk","label":"Dependency/runtime risk","score":82,"weight":0.12,"status":"pass","detail":"network or browser surface"},{"id":"installability","label":"Install availability","score":92,"weight":0.1,"status":"pass","detail":"npx skills add aktsmm/Agent-Skills --skill agentic-workflow-guide"},{"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":72,"weight":0.07,"status":"info","detail":"filesystem or document access, network or browser access"},{"id":"repository","label":"Repository evidence","score":86,"weight":0.04,"status":"pass","detail":"https://github.com/aktsmm/Agent-Skills/tree/master/agentic-workflow-guide"},{"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":"25 GitHub stars"},{"status":"warn","label":"Stars/forks activity","detail":"25 stars, 4 forks; issue activity unavailable in current metadata"},{"status":"pass","label":"Recent maintenance","detail":"Pushed today"},{"status":"warn","label":"License clarity","detail":"CC BY-NC-SA 4.0 - confirm commercial-use terms"},{"status":"pass","label":"README/SKILL.md completeness","detail":"Metadata includes enough usage and workflow context"},{"status":"pass","label":"Dependency/runtime risk","detail":"network or browser surface"},{"status":"pass","label":"Install availability","detail":"npx skills add aktsmm/Agent-Skills --skill agentic-workflow-guide"},{"status":"pass","label":"Install command safety","detail":"standard package or runtime install path"},{"status":"info","label":"Permission surface","detail":"filesystem or document access, network or browser access"},{"status":"pass","label":"Repository evidence","detail":"https://github.com/aktsmm/Agent-Skills/tree/master/agentic-workflow-guide"},{"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","Outcome loop is ready but needs first real agent run"],"warnings":["The LICENSE.txt includes an additional AI/ML training restriction beyond the standard CC BY-NC-SA 4.0 terms. This is not a blocker but should be noted for clarity.","Financial research output is not financial advice; require human review before any live investment decision.","License restricts commercial reuse","Low GitHub adoption signal","Quality score needs review","GitHub adoption: 25 GitHub stars","Stars/forks activity: 25 stars, 4 forks; issue activity unavailable in current metadata","License clarity: CC BY-NC-SA 4.0 - confirm commercial-use terms","No real agent outcome reports yet","Human review required before unattended installation"],"evidence":{"stars":"25 GitHub stars","repoActivity":"25 stars, 4 forks","lastPushed":"Pushed today","license":"CC BY-NC-SA 4.0","repository":"https://github.com/aktsmm/Agent-Skills/tree/master/agentic-workflow-guide","install":"npx skills add aktsmm/Agent-Skills --skill agentic-workflow-guide","installSafety":"standard package or runtime install path","permissionSurface":"filesystem or document access, network or browser access","documentation":"Strong README/SKILL.md context","agentOutcomes":"No agent outcome data yet","agentProvenScore":0,"outcomeConfidence":"0%","installPolicy":"human_review_before_install"},"installReadiness":{"ready":true,"command":"npx skills add aktsmm/Agent-Skills --skill agentic-workflow-guide","policy":"human_review_before_install","label":"Human review before install","notes":["Install path is available","Repository evidence is available","License has commercial-use restrictions","No Agent Proven outcome evidence yet","Pushed today","Financial domain: human review is required before use in a live investment workflow.","Trust Score v5 requires review or sandbox-only use before install."]},"agentCompatibility":["Codex","Claude Code","Cursor","OpenAgentSkill CLI"],"riskSummary":{"level":"medium","label":"Review before production","notes":["The LICENSE.txt includes an additional AI/ML training restriction beyond the standard CC BY-NC-SA 4.0 terms. This is not a blocker but should be noted for clarity.","Financial research output is not financial advice; require human review before any live investment decision.","License restricts commercial reuse","Low GitHub adoption signal","Quality score needs review"]},"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":"Compare alternatives before installing."},"outcome_loop":{"version":"openagentskill-agent-outcome-v3","required_after_install":true,"endpoint":"/api/agent/outcome","method":"POST","event_id_source":"feedback.event_id, install_receipt.resolve_event_id, or decision_packet.outcome_feedback.event_id","expected_outcomes":["success","failed","not_relevant","blocked_by_risk","setup_required"],"required_fields":["event_id","skill_slug","task"],"quality_fields":["task_success","output_quality","error_type","human_review_required","used_in_production","workspace","evidence_url","time_to_useful_ms"],"ranking_inputs_updated":["Trust Score v5 outcome confidence","Agent Proven Score","Resolve ranking task-fit evidence","Skill detail machine-readable metadata","Outcome leaderboard"]},"agent_contract":{"suited_tasks":["design-creative","agent-skill"],"suited_agents":["Codex","Claude Code","Cursor","OpenAgentSkill CLI"],"install_command":"npx skills add aktsmm/Agent-Skills --skill agentic-workflow-guide","trust_score":63,"trust_version":"trust-score-v5","risk_level":"medium","do_not_use_when":["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","Commercial or production reuse before confirming non-commercial license terms","Autonomous investment, trading, tax, or suitability decisions without a qualified human review"],"before_install":["Read the audit page and machine-readable metadata.","Confirm the install command, license, and permission surface fit the workspace.","Get explicit human approval or choose an alternative before installing."],"after_run":["Report the outcome to /api/agent/outcome using the resolve event id.","Include output_quality, workspace, human_review_required, and evidence_url when available.","Re-resolve before broad production rollout."]},"bestFor":["design-creative","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","Commercial or production reuse before confirming non-commercial license terms","Autonomous investment, trading, tax, or suitability decisions without a qualified human review"],"knownRisks":["The LICENSE.txt includes an additional AI/ML training restriction beyond the standard CC BY-NC-SA 4.0 terms. This is not a blocker but should be noted for clarity.","Financial research output is not financial advice; require human review before any live investment decision.","License restricts commercial reuse","Low GitHub adoption signal","Quality score needs review","GitHub adoption: 25 GitHub stars","Stars/forks activity: 25 stars, 4 forks; issue activity unavailable in current metadata","License clarity: CC BY-NC-SA 4.0 - confirm commercial-use terms"],"backward_compatible":{"trust_score_v4":{"version":"trust-score-v4","score":71,"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":71,"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":"25 GitHub stars"},{"id":"repo_activity","label":"Stars/forks activity","score":43,"weight":0.08,"status":"warn","detail":"25 stars, 4 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":58,"weight":0.09,"status":"warn","detail":"CC BY-NC-SA 4.0 - confirm commercial-use terms"},{"id":"documentation","label":"README/SKILL.md completeness","score":86,"weight":0.14,"status":"pass","detail":"Metadata includes enough usage and workflow context"},{"id":"dependency_risk","label":"Dependency/runtime risk","score":82,"weight":0.12,"status":"pass","detail":"network or browser surface"},{"id":"installability","label":"Install availability","score":92,"weight":0.1,"status":"pass","detail":"npx skills add aktsmm/Agent-Skills --skill agentic-workflow-guide"},{"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":72,"weight":0.07,"status":"info","detail":"filesystem or document access, network or browser access"},{"id":"repository","label":"Repository evidence","score":86,"weight":0.04,"status":"pass","detail":"https://github.com/aktsmm/Agent-Skills/tree/master/agentic-workflow-guide"},{"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":"25 GitHub stars"},{"status":"warn","label":"Stars/forks activity","detail":"25 stars, 4 forks; issue activity unavailable in current metadata"},{"status":"pass","label":"Recent maintenance","detail":"Pushed today"},{"status":"warn","label":"License clarity","detail":"CC BY-NC-SA 4.0 - confirm commercial-use terms"},{"status":"pass","label":"README/SKILL.md completeness","detail":"Metadata includes enough usage and workflow context"},{"status":"pass","label":"Dependency/runtime risk","detail":"network or browser surface"},{"status":"pass","label":"Install availability","detail":"npx skills add aktsmm/Agent-Skills --skill agentic-workflow-guide"},{"status":"pass","label":"Install command safety","detail":"standard package or runtime install path"},{"status":"info","label":"Permission surface","detail":"filesystem or document access, network or browser access"},{"status":"pass","label":"Repository evidence","detail":"https://github.com/aktsmm/Agent-Skills/tree/master/agentic-workflow-guide"},{"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":["The LICENSE.txt includes an additional AI/ML training restriction beyond the standard CC BY-NC-SA 4.0 terms. This is not a blocker but should be noted for clarity.","Financial research output is not financial advice; require human review before any live investment decision.","License restricts commercial reuse","Low GitHub adoption signal","Quality score needs review","GitHub adoption: 25 GitHub stars","Stars/forks activity: 25 stars, 4 forks; issue activity unavailable in current metadata","License clarity: CC BY-NC-SA 4.0 - confirm commercial-use terms"],"evidence":{"stars":"25 GitHub stars","repoActivity":"25 stars, 4 forks","lastPushed":"Pushed today","license":"CC BY-NC-SA 4.0","repository":"https://github.com/aktsmm/Agent-Skills/tree/master/agentic-workflow-guide","install":"npx skills add aktsmm/Agent-Skills --skill agentic-workflow-guide","installSafety":"standard package or runtime install path","permissionSurface":"filesystem or document access, network or browser access","documentation":"Strong README/SKILL.md context","agentOutcomes":"No agent outcome data yet"},"installReadiness":{"ready":true,"command":"npx skills add aktsmm/Agent-Skills --skill agentic-workflow-guide","policy":"human_review_before_install","label":"Human review before install","notes":["Install path is available","Repository evidence is available","License has commercial-use restrictions","No Agent Proven outcome evidence yet","Pushed today","Financial domain: human review is required before use in a live investment workflow."]},"agentCompatibility":["Codex","Claude Code","Cursor","OpenAgentSkill CLI"],"riskSummary":{"level":"medium","label":"Review before production","notes":["The LICENSE.txt includes an additional AI/ML training restriction beyond the standard CC BY-NC-SA 4.0 terms. This is not a blocker but should be noted for clarity.","Financial research output is not financial advice; require human review before any live investment decision.","License restricts commercial reuse","Low GitHub adoption signal","Quality score needs review"]},"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":["design-creative","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","Commercial or production reuse before confirming non-commercial license terms","Autonomous investment, trading, tax, or suitability decisions without a qualified human review"],"knownRisks":["The LICENSE.txt includes an additional AI/ML training restriction beyond the standard CC BY-NC-SA 4.0 terms. This is not a blocker but should be noted for clarity.","Financial research output is not financial advice; require human review before any live investment decision.","License restricts commercial reuse","Low GitHub adoption signal","Quality score needs review","GitHub adoption: 25 GitHub stars","Stars/forks activity: 25 stars, 4 forks; issue activity unavailable in current metadata","License clarity: CC BY-NC-SA 4.0 - confirm commercial-use terms"]},"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":60,"level":"review_before_install","label":"Review before install","safety_tier":{"tier":"reviewed","label":"Reviewed with permission notes","badge":"REVIEWED","summary":"Usable candidate, but the agent should surface permission and audit notes before installation.","recommended_action":"Require human approval before installing into a real workspace.","auto_install_policy":"review","reasons":["Financial research output is not financial advice; require human review before any live investment decision","60/100 agent safety score"]},"auto_install_allowed":false,"human_review_required":true,"blocked":false,"audit_risk":"needs_review","permission_hints":[{"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"}],"policy_warnings":["Financial research output is not financial advice; require human review before any live investment decision"],"constraints_applied":{"max_risk":"medium","needs_install_command":true,"min_stars":0}},"safety_gate":{"tier":"reviewed","label":"Reviewed with permission notes","badge":"REVIEWED","auto_install_policy":"review","auto_install_allowed":false,"blocked":false,"human_review_required":true,"recommended_action":"Require human approval before installing into a real workspace.","reasons":["Financial research output is not financial advice; require human review before any live investment decision","60/100 agent safety score"]},"eval":{"version":"openagentskill-skill-eval-v1","status":"failed","score":70,"risk_level":"high","decision":{"recommendation":"do_not_auto_install","reason":"License clarity: CC BY-NC-SA 4.0","auto_install_allowed":false,"policy":"block","human_review_required":true},"blockers":["License clarity: CC BY-NC-SA 4.0"],"warnings":["Trust score: Potentially useful, but at least one trust signal needs human inspection.","Audit score: Needs review","Agent safety gate: Usable candidate, but the agent should surface permission and audit notes before installation.","Permission surface: filesystem or document access, network or browser access","Financial research output is not financial advice; require human review before any live investment decision","The LICENSE.txt includes an additional AI/ML training restriction beyond the standard CC BY-NC-SA 4.0 terms. This is not a blocker but should be noted for clarity.","Low GitHub adoption signal","Financial research output is not financial advice; require human review before any live investment decision.","License restricts commercial reuse","Quality score needs review","GitHub adoption: 25 GitHub stars","Stars/forks activity: 25 stars, 4 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 agentic-workflow-guide before installing it in an agent workflow","design-creative","Local desktop 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 aktsmm/Agent-Skills --skill agentic-workflow-guide"]},{"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 aktsmm/Agent-Skills --skill agentic-workflow-guide"]},{"id":"trust_score","label":"Trust score","status":"warn","score":71,"required_for_auto_install":true,"detail":"Potentially useful, but at least one trust signal needs human inspection.","evidence":["Manual review","25 GitHub stars","CC BY-NC-SA 4.0"]},{"id":"audit_score","label":"Audit score","status":"warn","score":76,"required_for_auto_install":true,"detail":"Needs review","evidence":["Financial research output is not financial advice; require human review before any live investment decision"]},{"id":"agent_safety_gate","label":"Agent safety gate","status":"warn","score":60,"required_for_auto_install":true,"detail":"Usable candidate, but the agent should surface permission and audit notes before installation.","evidence":["Require human approval before installing into a real workspace.","Financial research output is not financial advice; require human review before any live investment decision"]},{"id":"readme_skillmd_completeness","label":"README/SKILL.md completeness","status":"pass","score":86,"required_for_auto_install":false,"detail":"Metadata includes enough usage and workflow context","evidence":["Strong README/SKILL.md context"]},{"id":"license_clarity","label":"License clarity","status":"fail","score":58,"required_for_auto_install":true,"detail":"CC BY-NC-SA 4.0","evidence":["CC BY-NC-SA 4.0"]},{"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":"warn","score":72,"required_for_auto_install":true,"detail":"filesystem or document access, network or browser access","evidence":["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/aktsmm-agentic-workflow-guide/evals","api":"/api/agent/evals?slug=aktsmm-agentic-workflow-guide","text":"/api/agent/evals?slug=aktsmm-agentic-workflow-guide&format=text"}},"agent_readable_metadata":{"version":"openagentskill-agent-metadata-v2","skill":{"slug":"aktsmm-agentic-workflow-guide","name":"agentic-workflow-guide","description":"Design, review, and debug agent workflows, and decide when a request should use a prompt, instruction, skill, agent, or hook before escalating to multi-agent design. Use for .agent.md / .instructions.md / .prompt.md / AGENTS.md work, workflow architecture, orchestration planning, or when agent workflows may be overkill. Triggers on 'agent workflow', 'create agent', 'ワークフロー設計', 'orchestrator'.","category":"design-creative","url":"https://www.openagentskill.com/skills/aktsmm-agentic-workflow-guide","repository":"https://github.com/aktsmm/Agent-Skills/tree/master/agentic-workflow-guide","github_repo":"aktsmm/Agent-Skills"},"suited_tasks":["Local desktop workflows","Claude Code teams","builders willing to evaluate younger projects","Navigate local resources","Run repeatable desktop actions","Verify file outputs","Move data between tools","Transform files"],"suited_agents":["Codex","Claude Code","Cursor","OpenAgentSkill CLI","CLI"],"install":{"command":"npx skills add aktsmm/Agent-Skills --skill agentic-workflow-guide","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 aktsmm-agentic-workflow-guide"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"agentic-workflow-guide\" agent skill from https://github.com/aktsmm/Agent-Skills/tree/master/agentic-workflow-guide. 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: Design, review, and debug agent workflows, and decide when a request should use a prompt, instruction, skill, agent, or hook before escalating to multi-agent design. Use for .agent.md / .instructions.md / .prompt.md / AGENTS.md work, workflow architecture, orchestration planning, or when agent workflows may be overkill. Triggers on 'agent workflow', 'create agent', 'ワークフロー設計', 'orchestrator'. 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\":\"aktsmm-agentic-workflow-guide\",\"task\":\"Install agentic-workflow-guide\",\"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 \"agentic-workflow-guide\" as a Claude Code skill from https://github.com/aktsmm/Agent-Skills/tree/master/agentic-workflow-guide. 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: Design, review, and debug agent workflows, and decide when a request should use a prompt, instruction, skill, agent, or hook before escalating to multi-agent design. Use for .agent.md / .instructions.md / .prompt.md / AGENTS.md work, workflow architecture, orchestration planning, or when agent workflows may be overkill. Triggers on 'agent workflow', 'create agent', 'ワークフロー設計', 'orchestrator'. 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\":\"aktsmm-agentic-workflow-guide\",\"task\":\"Install agentic-workflow-guide\",\"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 \"agentic-workflow-guide\" from https://github.com/aktsmm/Agent-Skills/tree/master/agentic-workflow-guide 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: Design, review, and debug agent workflows, and decide when a request should use a prompt, instruction, skill, agent, or hook before escalating to multi-agent design. Use for .agent.md / .instructions.md / .prompt.md / AGENTS.md work, workflow architecture, orchestration planning, or when agent workflows may be overkill. Triggers on 'agent workflow', 'create agent', 'ワークフロー設計', 'orchestrator'. 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\":\"aktsmm-agentic-workflow-guide\",\"task\":\"Install agentic-workflow-guide\",\"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/aktsmm-agentic-workflow-guide/install","manifest_url":"https://www.openagentskill.com/api/registry/manifest/aktsmm-agentic-workflow-guide"},"trust":{"score":71,"label":"Manual review","version":"trust-score-v4","install_policy":"human_review_before_install","evidence":{"stars":"25 GitHub stars","repoActivity":"25 stars, 4 forks","lastPushed":"Pushed today","license":"CC BY-NC-SA 4.0","repository":"https://github.com/aktsmm/Agent-Skills/tree/master/agentic-workflow-guide","install":"npx skills add aktsmm/Agent-Skills --skill agentic-workflow-guide","installSafety":"standard package or runtime install path","permissionSurface":"filesystem or document access, network or browser access","documentation":"Strong README/SKILL.md context","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":["design-creative","agent-skill"],"known_risks":["The LICENSE.txt includes an additional AI/ML training restriction beyond the standard CC BY-NC-SA 4.0 terms. This is not a blocker but should be noted for clarity.","Financial research output is not financial advice; require human review before any live investment decision.","License restricts commercial reuse","Low GitHub adoption signal","Quality score needs review","GitHub adoption: 25 GitHub stars","Stars/forks activity: 25 stars, 4 forks; issue activity unavailable in current metadata","License clarity: CC BY-NC-SA 4.0 - confirm commercial-use terms"]},"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":76,"risk_level":"needs_review","risk_label":"Needs review","warnings":["Financial research output is not financial advice; require human review before any live investment decision","The LICENSE.txt includes an additional AI/ML training restriction beyond the standard CC BY-NC-SA 4.0 terms. This is not a blocker but should be noted for clarity.","Low GitHub adoption signal","Financial research output is not financial advice; require human review before any live investment decision.","License restricts commercial reuse","Quality score needs review","GitHub adoption: 25 GitHub stars","Stars/forks activity: 25 stars, 4 forks; issue activity unavailable in current metadata"]},"safety_gate":{"tier":"reviewed","label":"Reviewed with permission notes","auto_install_policy":"review","auto_install_allowed":false,"human_review_required":true,"blocked":false,"recommended_action":"Require human approval before installing into a real workspace."},"quality":{"score":61,"label":"Promising"},"supply":{"track":"Coding and developer agents","scenario":"GitHub automation","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","Low GitHub adoption signal","The LICENSE.txt includes an additional AI/ML training restriction beyond the standard CC BY-NC-SA 4.0 terms. This is not a blocker but should be noted for clarity.","No OpenAgentSkill engagement data yet","Financial research output is not financial advice; require human review before any live investment decision","Financial research output is not financial advice; require human review before any live investment decision.","License restricts commercial reuse"],"agent_contract":{"task_input":"Use agentic-workflow-guide in an agent workflow","recommended_action":"Require human approval before installing into a real workspace.","install_policy":"review","minimum_review_before_use":["Trust: 71/100 Manual review","Audit: 76/100 Needs review","Safety: 60/100 Review before install","Review repository, license, install command, and permission surface before production use."],"expected_agent_output":{"selected_skill":"aktsmm-agentic-workflow-guide (agentic-workflow-guide)","install_command":"npx skills add aktsmm/Agent-Skills --skill agentic-workflow-guide","risk_summary":"Needs review; Reviewed with permission notes; 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":"aktsmm-agentic-workflow-guide","task":"Use agentic-workflow-guide 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/aktsmm-agentic-workflow-guide","api":"https://www.openagentskill.com/api/agent/skills/aktsmm-agentic-workflow-guide","audit":"https://www.openagentskill.com/skills/aktsmm-agentic-workflow-guide/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=aktsmm-agentic-workflow-guide&task=Use%20agentic-workflow-guide%20in%20an%20agent%20workflow&max_risk=medium","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Use%20agentic-workflow-guide%20in%20an%20agent%20workflow&agent=codex&max_risk=medium","receipt":"https://www.openagentskill.com/api/agent/receipt?task=Use%20agentic-workflow-guide%20in%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text","install":"https://www.openagentskill.com/api/skills/aktsmm-agentic-workflow-guide/install","manifest":"https://www.openagentskill.com/api/registry/manifest/aktsmm-agentic-workflow-guide"}},"machine_metadata":{"version":"openagentskill-agent-metadata-v2","skill":{"slug":"aktsmm-agentic-workflow-guide","name":"agentic-workflow-guide","description":"Design, review, and debug agent workflows, and decide when a request should use a prompt, instruction, skill, agent, or hook before escalating to multi-agent design. Use for .agent.md / .instructions.md / .prompt.md / AGENTS.md work, workflow architecture, orchestration planning, or when agent workflows may be overkill. Triggers on 'agent workflow', 'create agent', 'ワークフロー設計', 'orchestrator'.","category":"design-creative","url":"https://www.openagentskill.com/skills/aktsmm-agentic-workflow-guide","repository":"https://github.com/aktsmm/Agent-Skills/tree/master/agentic-workflow-guide","github_repo":"aktsmm/Agent-Skills"},"suited_tasks":["Local desktop workflows","Claude Code teams","builders willing to evaluate younger projects","Navigate local resources","Run repeatable desktop actions","Verify file outputs","Move data between tools","Transform files"],"suited_agents":["Codex","Claude Code","Cursor","OpenAgentSkill CLI","CLI"],"install":{"command":"npx skills add aktsmm/Agent-Skills --skill agentic-workflow-guide","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 aktsmm-agentic-workflow-guide"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"agentic-workflow-guide\" agent skill from https://github.com/aktsmm/Agent-Skills/tree/master/agentic-workflow-guide. 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: Design, review, and debug agent workflows, and decide when a request should use a prompt, instruction, skill, agent, or hook before escalating to multi-agent design. Use for .agent.md / .instructions.md / .prompt.md / AGENTS.md work, workflow architecture, orchestration planning, or when agent workflows may be overkill. Triggers on 'agent workflow', 'create agent', 'ワークフロー設計', 'orchestrator'. 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\":\"aktsmm-agentic-workflow-guide\",\"task\":\"Install agentic-workflow-guide\",\"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 \"agentic-workflow-guide\" as a Claude Code skill from https://github.com/aktsmm/Agent-Skills/tree/master/agentic-workflow-guide. 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: Design, review, and debug agent workflows, and decide when a request should use a prompt, instruction, skill, agent, or hook before escalating to multi-agent design. Use for .agent.md / .instructions.md / .prompt.md / AGENTS.md work, workflow architecture, orchestration planning, or when agent workflows may be overkill. Triggers on 'agent workflow', 'create agent', 'ワークフロー設計', 'orchestrator'. 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\":\"aktsmm-agentic-workflow-guide\",\"task\":\"Install agentic-workflow-guide\",\"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 \"agentic-workflow-guide\" from https://github.com/aktsmm/Agent-Skills/tree/master/agentic-workflow-guide 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: Design, review, and debug agent workflows, and decide when a request should use a prompt, instruction, skill, agent, or hook before escalating to multi-agent design. Use for .agent.md / .instructions.md / .prompt.md / AGENTS.md work, workflow architecture, orchestration planning, or when agent workflows may be overkill. Triggers on 'agent workflow', 'create agent', 'ワークフロー設計', 'orchestrator'. 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\":\"aktsmm-agentic-workflow-guide\",\"task\":\"Install agentic-workflow-guide\",\"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/aktsmm-agentic-workflow-guide/install","manifest_url":"https://www.openagentskill.com/api/registry/manifest/aktsmm-agentic-workflow-guide"},"trust":{"score":71,"label":"Manual review","version":"trust-score-v4","install_policy":"human_review_before_install","evidence":{"stars":"25 GitHub stars","repoActivity":"25 stars, 4 forks","lastPushed":"Pushed today","license":"CC BY-NC-SA 4.0","repository":"https://github.com/aktsmm/Agent-Skills/tree/master/agentic-workflow-guide","install":"npx skills add aktsmm/Agent-Skills --skill agentic-workflow-guide","installSafety":"standard package or runtime install path","permissionSurface":"filesystem or document access, network or browser access","documentation":"Strong README/SKILL.md context","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":["design-creative","agent-skill"],"known_risks":["The LICENSE.txt includes an additional AI/ML training restriction beyond the standard CC BY-NC-SA 4.0 terms. This is not a blocker but should be noted for clarity.","Financial research output is not financial advice; require human review before any live investment decision.","License restricts commercial reuse","Low GitHub adoption signal","Quality score needs review","GitHub adoption: 25 GitHub stars","Stars/forks activity: 25 stars, 4 forks; issue activity unavailable in current metadata","License clarity: CC BY-NC-SA 4.0 - confirm commercial-use terms"]},"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":76,"risk_level":"needs_review","risk_label":"Needs review","warnings":["Financial research output is not financial advice; require human review before any live investment decision","The LICENSE.txt includes an additional AI/ML training restriction beyond the standard CC BY-NC-SA 4.0 terms. This is not a blocker but should be noted for clarity.","Low GitHub adoption signal","Financial research output is not financial advice; require human review before any live investment decision.","License restricts commercial reuse","Quality score needs review","GitHub adoption: 25 GitHub stars","Stars/forks activity: 25 stars, 4 forks; issue activity unavailable in current metadata"]},"safety_gate":{"tier":"reviewed","label":"Reviewed with permission notes","auto_install_policy":"review","auto_install_allowed":false,"human_review_required":true,"blocked":false,"recommended_action":"Require human approval before installing into a real workspace."},"quality":{"score":61,"label":"Promising"},"supply":{"track":"Coding and developer agents","scenario":"GitHub automation","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","Low GitHub adoption signal","The LICENSE.txt includes an additional AI/ML training restriction beyond the standard CC BY-NC-SA 4.0 terms. This is not a blocker but should be noted for clarity.","No OpenAgentSkill engagement data yet","Financial research output is not financial advice; require human review before any live investment decision","Financial research output is not financial advice; require human review before any live investment decision.","License restricts commercial reuse"],"agent_contract":{"task_input":"Use agentic-workflow-guide in an agent workflow","recommended_action":"Require human approval before installing into a real workspace.","install_policy":"review","minimum_review_before_use":["Trust: 71/100 Manual review","Audit: 76/100 Needs review","Safety: 60/100 Review before install","Review repository, license, install command, and permission surface before production use."],"expected_agent_output":{"selected_skill":"aktsmm-agentic-workflow-guide (agentic-workflow-guide)","install_command":"npx skills add aktsmm/Agent-Skills --skill agentic-workflow-guide","risk_summary":"Needs review; Reviewed with permission notes; 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":"aktsmm-agentic-workflow-guide","task":"Use agentic-workflow-guide 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/aktsmm-agentic-workflow-guide","api":"https://www.openagentskill.com/api/agent/skills/aktsmm-agentic-workflow-guide","audit":"https://www.openagentskill.com/skills/aktsmm-agentic-workflow-guide/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=aktsmm-agentic-workflow-guide&task=Use%20agentic-workflow-guide%20in%20an%20agent%20workflow&max_risk=medium","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Use%20agentic-workflow-guide%20in%20an%20agent%20workflow&agent=codex&max_risk=medium","receipt":"https://www.openagentskill.com/api/agent/receipt?task=Use%20agentic-workflow-guide%20in%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text","install":"https://www.openagentskill.com/api/skills/aktsmm-agentic-workflow-guide/install","manifest":"https://www.openagentskill.com/api/registry/manifest/aktsmm-agentic-workflow-guide"}},"supply_profile":{"track":{"slug":"coding","label":"Coding and developer agents","shortLabel":"Coding","description":"Code review, repo analysis, testing, CI, GitHub, DevOps, and developer workflow skills."},"scenario":{"label":"GitHub automation","description":"I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.","useCases":[{"slug":"local-desktop","title":"Local desktop"},{"slug":"workflow-automation","title":"Workflow automation"},{"slug":"github-automation","title":"GitHub automation"}]},"applicableAgents":["Claude Code","CLI","Codex","Cursor"],"install":{"ready":true,"command":"npx skills add aktsmm/Agent-Skills --skill agentic-workflow-guide","primaryTarget":"CLI","targetCount":4},"githubQuality":{"stars":25,"starsLabel":"25","forks":4,"license":"CC BY-NC-SA 4.0","qualityScore":61,"trustScore":71,"auditScore":76},"maintenance":{"status":"fresh","label":"Pushed today","daysSincePush":0,"lastPushedAt":"2026-08-23T23:03:17+00:00"},"risk":{"level":"needs_review","label":"Needs review","requiresReview":true,"notes":["Financial research output is not financial advice; require human review before any live investment decision","The LICENSE.txt includes an additional AI/ML training restriction beyond the standard CC BY-NC-SA 4.0 terms. This is not a blocker but should be noted for clarity.","Low GitHub adoption signal","Financial research output is not financial advice; require human review before any live investment decision.","License restricts commercial reuse"]},"coverageTags":["Coding","GitHub automation","design-creative","agent-skill"]},"audit":{"audit_score":76,"risk_level":"needs_review","risk_label":"Needs review","quality_score":61,"trust_score":71,"maintenance_score":100,"security_score":78,"install_score":92,"warnings":["Financial research output is not financial advice; require human review before any live investment decision","The LICENSE.txt includes an additional AI/ML training restriction beyond the standard CC BY-NC-SA 4.0 terms. This is not a blocker but should be noted for clarity.","Low GitHub adoption signal","Financial research output is not financial advice; require human review before any live investment decision.","License restricts commercial reuse","Quality score needs review","GitHub adoption: 25 GitHub stars","Stars/forks activity: 25 stars, 4 forks; issue activity unavailable in current metadata","License clarity: CC BY-NC-SA 4.0 - confirm commercial-use terms"]},"quality_signals":{"model":"v2","star_score":9.9,"usage_score":0,"review_score":5.25,"metadata_score":3,"freshness_score":15},"platforms":["Claude Code"],"use_cases":[{"slug":"local-desktop","title":"Local desktop","url":"https://www.openagentskill.com/use-cases/local-desktop"},{"slug":"workflow-automation","title":"Workflow automation","url":"https://www.openagentskill.com/use-cases/workflow-automation"},{"slug":"github-automation","title":"GitHub automation","url":"https://www.openagentskill.com/use-cases/github-automation"},{"slug":"coding-agents","title":"Coding agents","url":"https://www.openagentskill.com/use-cases/coding-agents"}],"stacks":[{"slug":"coding-review-agent","title":"Coding review agent","url":"https://www.openagentskill.com/collections/coding-review-agent"},{"slug":"content-growth-agent","title":"Content growth agent","url":"https://www.openagentskill.com/collections/content-growth-agent"},{"slug":"browser-qa-agent","title":"Browser QA agent","url":"https://www.openagentskill.com/collections/browser-qa-agent"}],"install":"npx skills add aktsmm/Agent-Skills --skill agentic-workflow-guide","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 aktsmm-agentic-workflow-guide","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 \"agentic-workflow-guide\" agent skill from https://github.com/aktsmm/Agent-Skills/tree/master/agentic-workflow-guide. 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: Design, review, and debug agent workflows, and decide when a request should use a prompt, instruction, skill, agent, or hook before escalating to multi-agent design. Use for .agent.md / .instructions.md / .prompt.md / AGENTS.md work, workflow architecture, orchestration planning, or when agent workflows may be overkill. Triggers on 'agent workflow', 'create agent', 'ワークフロー設計', 'orchestrator'. 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\":\"aktsmm-agentic-workflow-guide\",\"task\":\"Install agentic-workflow-guide\",\"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 \"agentic-workflow-guide\" as a Claude Code skill from https://github.com/aktsmm/Agent-Skills/tree/master/agentic-workflow-guide. 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: Design, review, and debug agent workflows, and decide when a request should use a prompt, instruction, skill, agent, or hook before escalating to multi-agent design. Use for .agent.md / .instructions.md / .prompt.md / AGENTS.md work, workflow architecture, orchestration planning, or when agent workflows may be overkill. Triggers on 'agent workflow', 'create agent', 'ワークフロー設計', 'orchestrator'. 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\":\"aktsmm-agentic-workflow-guide\",\"task\":\"Install agentic-workflow-guide\",\"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 \"agentic-workflow-guide\" from https://github.com/aktsmm/Agent-Skills/tree/master/agentic-workflow-guide 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: Design, review, and debug agent workflows, and decide when a request should use a prompt, instruction, skill, agent, or hook before escalating to multi-agent design. Use for .agent.md / .instructions.md / .prompt.md / AGENTS.md work, workflow architecture, orchestration planning, or when agent workflows may be overkill. Triggers on 'agent workflow', 'create agent', 'ワークフロー設計', 'orchestrator'. 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\":\"aktsmm-agentic-workflow-guide\",\"task\":\"Install agentic-workflow-guide\",\"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/aktsmm/Agent-Skills/tree/master/agentic-workflow-guide","github_repo":"aktsmm/Agent-Skills","version":"1.0.0","license":"CC BY-NC-SA 4.0","urls":{"web":"https://www.openagentskill.com/skills/aktsmm-agentic-workflow-guide","repository":"https://github.com/aktsmm/Agent-Skills/tree/master/agentic-workflow-guide","api":"/api/agent/skills/aktsmm-agentic-workflow-guide","install_api":"/api/skills/aktsmm-agentic-workflow-guide/install"},"meta":{"created_at":"2026-08-24T00:35:29.408817+00:00","updated_at":"2026-08-24T00:35:29.408817+00:00","agent_friendly":true}}