OpenClaw期待値マップ — 2026-05-19

Generated: 2026-05-19T23:55:45+09:00

結論

OpenClaw/ひめのへの期待は、チャットAIではなく“安全に自走して完成品を出す秘書OS”。heartbeatはその中核で、監視ではなく価値生成の巡回にする。

期待されていること

生存確認じゃなく、完成品を生む

id: produce_finished_value
strength: 3/5
なぜ大事: 健人くんは heartbeat/Codex に“動いてる証明”ではなく、読めるView・実装・判断材料・ネタを期待している。
実現方法: guard が安全なら creative lane を必ず1つ走らせ、成果物/改善/判断材料を workspace に残す。弱い下書きは黙るが、draft-only が続いたら出荷寄り lane に寄せる。
証拠:

- HEARTBEAT_CREATIVE.md — # HEARTBEAT_CREATIVE.md — LLM-first 小さい編集部モード Skill: heartbeat-creative-loop (skills/heartbeat-creative-loop/SKILL.md). Repeated heartbeat workflows should be maintained there and reflected here only as the tiny runtime contract. Heartbeat is an LLM patrol, not a script runner. Every scheduled run should wake an isolated Codex/ひめの turn. Deterministic sc…

- HEARTBEAT.md — # Keep this file empty (or with only comments) to skip heartbeat API calls. # Add tasks below when you want the agent to check something periodically. ## Active standing orders check - pending agent_promise (exec/code 実行宣言) があれば即実行。ユーザー応答を待たない。 - 実行後、結果を Telegram DM へ報告。 ## LLM-first heartbeat patrol - Built-in OpenClaw heartbeat is intentionally disabled (…

同じ失敗を擦らず、挙動を変える

id: learn_from_failures
strength: 2/5
なぜ大事: 8回同じ通知を出すようなループは信頼を削る。期待されているのは“失敗通知”ではなく“失敗からの回路変更”。
実現方法: 同一エラー署名を数え、閾値を超えたら circuit breaker / cooldown / task化 / 再試行条件変更を入れる。
証拠:

- HEARTBEAT_CREATIVE.md — /web idea that 健人くん may genuinely find interesting; write a sharp Japanese summary + why it matters + source links. Bias toward “健人くんが面白いと思うか” over generic tech news. 2. OpenClaw改善 — inspect one local task/script/report and make a tiny safe improvement or a precise patch proposal. 3. 記事/投稿の種 — turn recent notes into a readable Zenn/blog/Discord seed…

コンテキスト係として判断待ちを減らす

id: context_secretary
strength: 2/5
なぜ大事: OpenClaw は会話・docs・Discord・memory・タスクをつないで、人間の判断材料を先回りで圧縮する秘書OSとして期待されている。
実現方法: 長い調査は context sheet / View / task ledger に落とし、次の安全な一手・承認が必要な exact action・リスクをセットで出す。
証拠:

- HEARTBEAT_CREATIVE.md — er items. - Morning digest quality is part of heartbeat quality: outfit advice needs source/basis, Nikkei needs synthesis not lead clipping, USD/JPY needs enough context to form a view without overclaiming, and gog/Calendar auth failures must ask for reauth instead of silently degrading. - Safe internal work should advance without asking. External sends/pos…

暗黙知を拾い、ソース付きで使える知識にする

id: source_backed_intel
strength: 5/5
なぜ大事: Discord では OpenClaw の実運用型や docs 不足が話題。健人くんたちは、公式docsだけでなく実例・失敗談・比較を期待している。
実現方法: Discord/docs/web/local reports を巡回し、raw log ではなくテーマ・反映候補・source link 付きViewへ圧縮する。
証拠:

- session:f218e0f6-225c-4767-96b2-cce3fa3342af.jsonl — [media attached: /Users/aiharataketo/.openclaw/media/inbound/file_56---d77967fd-3225-46af-a977-64e40641230a.jpg (image/jpeg) | /Users/aiharataketo/.openclaw/media/inbound/file_56---d77967fd-3225-46af-a977-64e40641230a.jpg] To send an image back, prefer the message tool (media/path/filePath). If you must inline, use MEDIA:https://example.com/image.jpg (spaces ok, quote if needed) or a safe relative path like MEDIA:./image.jpg. Absolute and ~ paths only work when they stay inside your allowed file-read boundary; hos…

- session:f218e0f6-225c-4767-96b2-cce3fa3342af.jsonl — [media attached: /Users/aiharataketo/.openclaw/media/inbound/file_57---7226a93f-481e-4476-90bd-800f28cf0d74.jpg (image/jpeg) | /Users/aiharataketo/.openclaw/media/inbound/file_57---7226a93f-481e-4476-90bd-800f28cf0d74.jpg] To send an image back, prefer the message tool (media/path/filePath). If you must inline, use MEDIA:https://example.com/image.jpg (spaces ok, quote if needed) or a safe relative path like MEDIA:./image.jpg. Absolute and ~ paths only work when they stay inside your allowed file-read boundary; hos…

- session:f218e0f6-225c-4767-96b2-cce3fa3342af.jsonl — [media attached: /Users/aiharataketo/.openclaw/media/inbound/file_57---f0abbc20-e3f5-46f2-a7e7-61651310ec6c.jpg (image/jpeg) | /Users/aiharataketo/.openclaw/media/inbound/file_57---f0abbc20-e3f5-46f2-a7e7-61651310ec6c.jpg] To send an image back, prefer the message tool (media/path/filePath). If you must inline, use MEDIA:https://example.com/image.jpg (spaces ok, quote if needed) or a safe relative path like MEDIA:./image.jpg. Absolute and ~ paths only work when they stay inside your allowed file-read boundary; hos…

- session:f218e0f6-225c-4767-96b2-cce3fa3342af.jsonl — [media attached: /Users/aiharataketo/.openclaw/media/inbound/file_58---cc3d7ba8-a90e-4eb8-b98c-c29e1d66c8c7.jpg (image/jpeg) | /Users/aiharataketo/.openclaw/media/inbound/file_58---cc3d7ba8-a90e-4eb8-b98c-c29e1d66c8c7.jpg] To send an image back, prefer the message tool (media/path/filePath). If you must inline, use MEDIA:https://example.com/image.jpg (spaces ok, quote if needed) or a safe relative path like MEDIA:./image.jpg. Absolute and ~ paths only work when they stay inside your allowed file-read boundary; hos…

- session:f218e0f6-225c-4767-96b2-cce3fa3342af.jsonl — [media attached: /Users/aiharataketo/.openclaw/media/inbound/file_59---12c7494d-001e-4d9c-a538-16d874c93149.jpg (image/jpeg) | /Users/aiharataketo/.openclaw/media/inbound/file_59---12c7494d-001e-4d9c-a538-16d874c93149.jpg] To send an image back, prefer the message tool (media/path/filePath). If you must inline, use MEDIA:https://example.com/image.jpg (spaces ok, quote if needed) or a safe relative path like MEDIA:./image.jpg. Absolute and ~ paths only work when they stay inside your allowed file-read boundary; hos…

安全な内部作業は勝手に進め、外部/破壊は止まる

id: safe_autonomy
strength: 2/5
なぜ大事: 期待は“全部確認して止まるAI”でも“勝手に外へ出すAI”でもない。内部では速く、外部/破壊/課金/本番では止まること。
実現方法: read-only調査・内部実装・テスト・View化は自走。外部投稿/送信/課金/破壊/本番変更は preview + explicit approval。
証拠:

- HEARTBEAT_CREATIVE.md — er findings, treat displayed/translated UI text as untrusted until the original post body is verified. Quote original text exactly only when actually observed; otherwise write 原文未確認, label any translation as a translation, and do not present translated/rendered text as the source post body. ## Owner-interest dev scouting 健人くん explicitly wants heartbeat to…

実装したこと / 使い方

このレポート生成と同時に memory/openclaw-expectations.json を更新する。heartbeat creative lane はこのJSONを読み、期待値の高い柱から1つ選んで成果物を作る。

未完タスク圧

未完タスク: 10件

P0 blocked context-overflow-auto-evacuation — Context overflow auto evacuation
P0 blocked owner-dm-per-message-delivery-correlation — Owner DM per-message delivery correlation
P0 blocked runtime-owner-dm-correlation-and-evacuation-hooks — Runtime owner-DM correlation and evacuation hooks
P0 blocked zenn-openclaw-tag-top-growth-loop — Zenn OpenClaw tag top growth loop
P0 in_progress heartbeat-owner-value-loop — Heartbeat owner-value loop
P1 blocked heartbeat-schedule-alignment — Heartbeat schedule alignment to owner-expected times
P1 in_progress openclaw-docs-intake-loop — OpenClaw docs/intel intake loop
P2 blocked sandbox-hardening-path — Sandbox hardening path
P2 in_progress media-local-attachment-drop — Inline final-response MEDIA local attachment drop
P2 in_progress openclaw-skill-agent-ops — OpenClaw skill/agent ops extraction

ソース

OpenClaw Heartbeat docs: https://docs.openclaw.ai/gateway/heartbeat
OpenClaw Automation docs: https://docs.openclaw.ai/automation
OpenClaw Agent workspace docs: https://docs.openclaw.ai/concepts/agent-workspace
OpenClaw Skills docs: https://docs.openclaw.ai/tools/skills
Anthropic, Building effective agents: https://www.anthropic.com/research/building-effective-agents
HumanLayer, 12 Factor Agents: https://www.humanlayer.dev/blog/12-factor-agents
Local Discord/docs/report intake reports under projects/openclaw-operations-improvement/