{"slug":"bam-bam-2-kakaotalk-cli","name":"kakaotalk-cli","description":"macOS에서 카카오톡 메시지를 읽고 보낸다. 렌더링 안 된 채팅방도 검색으로 찾아 열고 줄바꿈을 보존한다. 실패하는 경로와 대체 경로를 함께 담았다.","long_description":"---\nname: kakaotalk-cli\ndescription: \"macOS에서 카카오톡 메시지를 읽고 보낸다. 렌더링 안 된 채팅방도 검색으로 찾아 열고 줄바꿈을 보존한다. 실패하는 경로와 대체 경로를 함께 담았다.\"\n---\n\n# 카카오톡 보내기·읽기\n\n**정본 도구는 `kmsg`다.** `kakaocli send`는 쓰지 않는다 — 화면에 렌더링된 채팅\n목록만 훑어서 아래로 밀린 방을 못 찾고, DB 키를 받는 옵션도 없다.\n\n## 왜 SSH를 거치나\n\nAside 샌드박스는 **GUI 실행·AX(손쉬운 사용)·타 프로세스 조회가 전부 막혀 있다.**\n그래서 모든 명령은 SSH 루프백으로 샌드박스 밖에서 실행한다.\n\n```bash\nssh -o BatchMode=yes localhost 'export PATH=/opt/homebrew/bin:$PATH; kmsg ...'\n```\n\n`kakaocli status`가 \"App state: notRunning\"이라고 해도 믿지 말 것. 샌드박스가\n프로세스를 못 볼 뿐 카톡은 대개 켜져 있다.\n\n선행 조건(2026-08-15 부여 완료): `/usr/libexec/sshd-keygen-wrapper`에\n시스템 설정 → 개인정보 보호 및 보안 → **손쉬운 사용** 권한. 없으면 모든 AX 호출이\n`-25211`로 막힌다.\n\n## 절차\n\n```bash\n# 1. 상태와 열린 창 확인 — 이 단계를 건너뛰지 말 것\nkmsg status --verbose\n\n# 2. (메인 창 외에 채팅 창이 열려 있으면 닫는다)\n\n# 3. 보낼 내용을 파일로 빼서 따옴표 문제를 피한다\nkmsg send \"<방이름>\" \"$(cat /path/msg.txt)\"\n\n# 4. 실제로 나갔는지 읽어서 확인\nkmsg read \"<방이름>\" --limit 1 --json\n```\n\n- **`kmsg send`는 성공 후 방 창을 닫는다.** 그래서 직후 `kmsg read`는 창이 없다며 실패한다. 발송 검증은 `kakaocli messages --chat-id ... --key`로 DB를 보거나, 창을 다시 열고 읽는다.\n- 방은 이름 substring 또는 `--chat-id`로 지정한다. `kmsg chats --json`로 목록.\n- 보내기 전 `--dry-run`으로 수신자를 한 번 확인한다.\n- **나와의 채팅은 `나와의 채팅`이 아니라 프로필명 `내 프로필명`으로 지정한다.**\n- 처음 보내는 상대이거나 내용이 길면 먼저 `내 프로필명`으로 연습 발송해 서식을 확인한다.\n\n## AI가 보냈다는 표시 (필수)\n\n카톡은 사용자 본인 명의로 나가므로, **대신 보내는 전달·공지·안내성 메시지에는\n본문 맨 끝에 서명 한 줄을 붙인다.**\n\n```\n— 이 메시지는 사용자을 대신해 AI가 정리해서 보냈습니다\n```\n\n사용자가 2026-08-15에 직접 요청했다(\"디스코드 봇은 그렇게 해주잖아\"). 디스코드는\n커뮤니티봇 봇 계정이라 이미 드러나지만 카톡은 안 드러난다는 게 이유.\n개인 브랜드 콘텐츠(블로그·스레드·링크드인)는 예외.\n\n## 단톡방에 보낼 때\n\n- **진짜 @멘션은 걸 수 없다.** 카톡 멘션은 `@` 입력 시 뜨는 멤버 선택 팝업에서\n  골라야 생기고, 자동 입력은 그 팝업 때문에 문장이 깨질 위험이 있다.\n  이름을 본문에 나열하는 방식으로 쓰고, 하이라이트가 필요하면 사용자가 직접 단다.\n- 여러 명이 읽는 메시지는 **먼저 `내 프로필명`으로 연습 발송해 서식을 확인**하고,\n  사용자 승인을 받은 뒤 보낸다.\n\n## 실패하면\n\n| 증상 | 원인과 조치 |\n|---|---|\n| `[SEARCH_MISS] Search field not found` | 다른 채팅 창이 열려 있다. 닫고 `--refresh-cache` |\n| 같은 오류인데 창이 메인 하나뿐 | 방 창이 막 열리는 중이라 AX 캐시가 어긋난 것. **그대로 `--refresh-cache`로 한 번만 재시도하면 나간다**(2026-08-16 실측). 첫 실패로 발송이 안 된 것이 맞는지 `kakaocli messages`로 먼저 확인할 것 |\n| `[WINDOW_NOT_READY]` | 같은 원인. `open -a KakaoTalk` 후 재시도 |\n| `[BACKGROUND_SAFE_BLOCKED]` | `--background-safe`는 이미 열린 창만 읽는다. 정상 동작 |\n| 방을 못 찾음 | `kmsg chats --limit 200 --json`로 이름 확인 |\n\n## 하지 말 것\n\n- **`kmsg harvest`류의 메타데이터 재수집을 실행하지 말 것.** `kakaocli harvest`가\n  `~/.kakaocli/metadata.json`의 방 이름을 전부 `(unknown)`으로 덮어쓴 사고가 있었다.\n  백업: `~/.kakaocli/backups/`\n- AppleScript `keystroke`로 한글을 치지 말 것 — `ㅁㅁㅁ`으로 깨진다. SSH `pbcopy`도\n  GUI 페이스트보드에 닿지 않는다.\n- **대량 발송·무인 자동응답 봇으로 확장하지 말 것.** 카카오 운영정책에 자동화\n  프로그램 이용 제한이 있고 계정 제재 가능성이 있다. 사용자가 2026-08-15에 무인\n  자동응답은 돌리지 않겠다고 명시했다.\n\n## 참고\n\n- 읽기 전용 대량 조회·검색이 필요하면 `kakaocli`(DB 직접 복호화)를 쓴다.\n  키는 원격 머신 `~/Projects/<프로젝트>/dashboard/.env`의 `KAKAOCLI_KEY`이며\n  `--key`로 넘긴다(환경변수는 읽지 않는다). 절대 출력하지 말 것.\n- 전체 배경·폴백(수동 AX 주입)·AppleScript 함정:\n  `에이전트 메모`\n- 무인 상시 운영이 필요해지면: `에이전트 메모`\n","tagline":"macOS에서 카카오톡 메시지를 읽고 보낸다. 렌더링 안 된 채팅방도 검색으로 찾아 열고 줄바꿈을 보존한다. 실패하는 경로와 대체 경로를 함께 담았다.","category":"automation","tags":["agent-skill"],"author":"bam-bam-2","verified":false,"attribution":{"status":"registry_indexed","statusLabel":"Registry indexed","shortLabel":"REGISTRY INDEXED","sourceLabel":"recursive skill source sync","sourceDetail":"bam-bam-2/solo-skills","creatorName":"bam-bam-2","creatorUrl":"https://github.com/bam-bam-2","sourceUrl":"https://github.com/bam-bam-2/solo-skills/tree/main/skills/kakaotalk-cli","indexedBy":"OpenAgentSkill community index","claimUrl":"https://www.openagentskill.com/skills/bam-bam-2-kakaotalk-cli#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":11,"forks":4,"verified_installs":0,"successful_runs":0,"total_outcomes":0,"rating":0,"review_count":0,"quality_score":30.5},"quality":{"score":57,"tier":"promising","label":"Promising","summary":"Useful candidate, but compare it with alternatives before adopting.","signals":[{"label":"GitHub stars","value":"11","tone":"neutral"},{"label":"Freshness","value":"Today","tone":"positive"},{"label":"Install ready","value":"Yes","tone":"positive"},{"label":"License","value":"MIT","tone":"neutral"}],"warnings":["Low GitHub adoption signal","The skill references '에이전트 메모' (Agent Memo) for additional background and fallback details, but that content is not included in the repository. This may leave some context incomplete for agents without access to that memo."]},"trust":{"version":"trust-score-v5","score":57,"base_score":65,"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":["57/100 Trust Score v5","65/100 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":30,"weight":0.13,"status":"fail","detail":"11 GitHub stars"},{"id":"repo_activity","label":"Stars/forks activity","score":32,"weight":0.08,"status":"fail","detail":"11 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":86,"weight":0.09,"status":"pass","detail":"MIT"},{"id":"documentation","label":"README/SKILL.md completeness","score":76,"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 bam-bam-2/solo-skills --skill kakaotalk-cli"},{"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":50,"weight":0.07,"status":"warn","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/bam-bam-2/solo-skills/tree/main/skills/kakaotalk-cli"},{"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":"fail","label":"GitHub adoption","detail":"11 GitHub stars"},{"status":"fail","label":"Stars/forks activity","detail":"11 stars, 4 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 bam-bam-2/solo-skills --skill kakaotalk-cli"},{"status":"pass","label":"Install command safety","detail":"standard package or runtime install path"},{"status":"warn","label":"Permission surface","detail":"secrets or environment access, shell or command execution"},{"status":"pass","label":"Repository evidence","detail":"https://github.com/bam-bam-2/solo-skills/tree/main/skills/kakaotalk-cli"},{"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 skill references '에이전트 메모' (Agent Memo) for additional background and fallback details, but that content is not included in the repository. This may leave some context incomplete for agents without access to that memo.","Low GitHub adoption signal","Quality score needs review","Permission surface needs review: secrets or environment access, shell or command execution","GitHub adoption: 11 GitHub stars","Stars/forks activity: 11 stars, 4 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","No real agent outcome reports yet","Human review required before unattended installation"],"evidence":{"stars":"11 GitHub stars","repoActivity":"11 stars, 4 forks","lastPushed":"Pushed today","license":"MIT","repository":"https://github.com/bam-bam-2/solo-skills/tree/main/skills/kakaotalk-cli","install":"npx skills add bam-bam-2/solo-skills --skill kakaotalk-cli","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","agentProvenScore":0,"outcomeConfidence":"0%","installPolicy":"human_review_before_install"},"installReadiness":{"ready":true,"command":"npx skills add bam-bam-2/solo-skills --skill kakaotalk-cli","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","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 skill references '에이전트 메모' (Agent Memo) for additional background and fallback details, but that content is not included in the repository. 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This may leave some context incomplete for agents without access to that memo.","Low GitHub adoption signal","Quality score needs review","Permission surface needs review: secrets or environment access, shell or command execution","GitHub adoption: 11 GitHub stars","Stars/forks activity: 11 stars, 4 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":65,"tier":"review","label":"Manual review","summary":"Potentially useful, but at least one trust signal needs human inspection."}}},"trust_score_v5":{"version":"trust-score-v5","score":57,"base_score":65,"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":["57/100 Trust Score v5","65/100 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":30,"weight":0.13,"status":"fail","detail":"11 GitHub stars"},{"id":"repo_activity","label":"Stars/forks activity","score":32,"weight":0.08,"status":"fail","detail":"11 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":86,"weight":0.09,"status":"pass","detail":"MIT"},{"id":"documentation","label":"README/SKILL.md completeness","score":76,"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 bam-bam-2/solo-skills --skill kakaotalk-cli"},{"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":50,"weight":0.07,"status":"warn","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/bam-bam-2/solo-skills/tree/main/skills/kakaotalk-cli"},{"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":"fail","label":"GitHub adoption","detail":"11 GitHub stars"},{"status":"fail","label":"Stars/forks activity","detail":"11 stars, 4 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 bam-bam-2/solo-skills --skill kakaotalk-cli"},{"status":"pass","label":"Install command safety","detail":"standard package or runtime install path"},{"status":"warn","label":"Permission surface","detail":"secrets or environment access, shell or command execution"},{"status":"pass","label":"Repository evidence","detail":"https://github.com/bam-bam-2/solo-skills/tree/main/skills/kakaotalk-cli"},{"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 skill references '에이전트 메모' (Agent Memo) for additional background and fallback details, but that content is not included in the repository. This may leave some context incomplete for agents without access to that memo.","Low GitHub adoption signal","Quality score needs review","Permission surface needs review: secrets or environment access, shell or command execution","GitHub adoption: 11 GitHub stars","Stars/forks activity: 11 stars, 4 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","No real agent outcome reports yet","Human review required before unattended installation"],"evidence":{"stars":"11 GitHub stars","repoActivity":"11 stars, 4 forks","lastPushed":"Pushed today","license":"MIT","repository":"https://github.com/bam-bam-2/solo-skills/tree/main/skills/kakaotalk-cli","install":"npx skills add bam-bam-2/solo-skills --skill kakaotalk-cli","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","agentProvenScore":0,"outcomeConfidence":"0%","installPolicy":"human_review_before_install"},"installReadiness":{"ready":true,"command":"npx skills add bam-bam-2/solo-skills --skill kakaotalk-cli","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","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 skill references '에이전트 메모' (Agent Memo) for additional background and fallback details, but that content is not included in the repository. This may leave some context incomplete for agents without access to that memo.","Low GitHub adoption signal","Quality score needs review","Permission surface needs review: secrets or environment access, shell or command execution","GitHub adoption: 11 GitHub stars"]},"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":["automation","agent-skill"],"suited_agents":["Codex","Claude Code","Cursor","OpenAgentSkill CLI"],"install_command":"npx skills add bam-bam-2/solo-skills --skill kakaotalk-cli","trust_score":57,"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"],"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":["automation","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":["The skill references '에이전트 메모' (Agent Memo) for additional background and fallback details, but that content is not included in the repository. This may leave some context incomplete for agents without access to that memo.","Low GitHub adoption signal","Quality score needs review","Permission surface needs review: secrets or environment access, shell or command execution","GitHub adoption: 11 GitHub stars","Stars/forks activity: 11 stars, 4 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":65,"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":65,"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":30,"weight":0.13,"status":"fail","detail":"11 GitHub stars"},{"id":"repo_activity","label":"Stars/forks activity","score":32,"weight":0.08,"status":"fail","detail":"11 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":86,"weight":0.09,"status":"pass","detail":"MIT"},{"id":"documentation","label":"README/SKILL.md completeness","score":76,"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 bam-bam-2/solo-skills --skill kakaotalk-cli"},{"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":50,"weight":0.07,"status":"warn","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/bam-bam-2/solo-skills/tree/main/skills/kakaotalk-cli"},{"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":"fail","label":"GitHub adoption","detail":"11 GitHub stars"},{"status":"fail","label":"Stars/forks activity","detail":"11 stars, 4 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 bam-bam-2/solo-skills --skill kakaotalk-cli"},{"status":"pass","label":"Install command safety","detail":"standard package or runtime install path"},{"status":"warn","label":"Permission surface","detail":"secrets or environment access, shell or command execution"},{"status":"pass","label":"Repository evidence","detail":"https://github.com/bam-bam-2/solo-skills/tree/main/skills/kakaotalk-cli"},{"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 skill references '에이전트 메모' (Agent Memo) for additional background and fallback details, but that content is not included in the repository. This may leave some context incomplete for agents without access to that memo.","Low GitHub adoption signal","Quality score needs review","Permission surface needs review: secrets or environment access, shell or command execution","GitHub adoption: 11 GitHub stars","Stars/forks activity: 11 stars, 4 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":"11 GitHub stars","repoActivity":"11 stars, 4 forks","lastPushed":"Pushed today","license":"MIT","repository":"https://github.com/bam-bam-2/solo-skills/tree/main/skills/kakaotalk-cli","install":"npx skills add bam-bam-2/solo-skills --skill kakaotalk-cli","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 bam-bam-2/solo-skills --skill kakaotalk-cli","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":["The skill references '에이전트 메모' (Agent Memo) for additional background and fallback details, but that content is not included in the repository. This may leave some context incomplete for agents without access to that memo.","Low GitHub adoption signal","Quality score needs review","Permission surface needs review: secrets or environment access, shell or command execution","GitHub adoption: 11 GitHub stars"]},"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":["automation","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":["The skill references '에이전트 메모' (Agent Memo) for additional background and fallback details, but that content is not included in the repository. This may leave some context incomplete for agents without access to that memo.","Low GitHub adoption signal","Quality score needs review","Permission surface needs review: secrets or environment access, shell or command execution","GitHub adoption: 11 GitHub stars","Stars/forks activity: 11 stars, 4 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":36,"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":"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":61,"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","The skill references '에이전트 메모' (Agent Memo) for additional background and fallback details, but that content is not included in the repository. This may leave some context incomplete for agents without access to that memo.","Low GitHub adoption signal","Quality score needs review","Permission surface needs review: secrets or environment access, shell or command execution","GitHub adoption: 11 GitHub stars","Stars/forks activity: 11 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":84,"required_for_auto_install":true,"detail":"Task wording matches this skill metadata.","evidence":["Evaluate kakaotalk-cli before installing it in an agent workflow","automation","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 bam-bam-2/solo-skills --skill kakaotalk-cli"]},{"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 bam-bam-2/solo-skills --skill kakaotalk-cli"]},{"id":"trust_score","label":"Trust score","status":"warn","score":65,"required_for_auto_install":true,"detail":"Potentially useful, but at least one trust signal needs human inspection.","evidence":["Manual review","11 GitHub stars","MIT"]},{"id":"audit_score","label":"Audit score","status":"warn","score":72,"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":36,"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":76,"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":50,"required_for_auto_install":true,"detail":"secrets or environment access, shell or command execution","evidence":["Shell or command execution: high","Network access: medium","Secrets or environment access: high"]},{"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/bam-bam-2-kakaotalk-cli/evals","api":"/api/agent/evals?slug=bam-bam-2-kakaotalk-cli","text":"/api/agent/evals?slug=bam-bam-2-kakaotalk-cli&format=text"}},"agent_readable_metadata":{"version":"openagentskill-agent-metadata-v2","skill":{"slug":"bam-bam-2-kakaotalk-cli","name":"kakaotalk-cli","description":"macOS에서 카카오톡 메시지를 읽고 보낸다. 렌더링 안 된 채팅방도 검색으로 찾아 열고 줄바꿈을 보존한다. 실패하는 경로와 대체 경로를 함께 담았다.","category":"automation","url":"https://www.openagentskill.com/skills/bam-bam-2-kakaotalk-cli","repository":"https://github.com/bam-bam-2/solo-skills/tree/main/skills/kakaotalk-cli","github_repo":"bam-bam-2/solo-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","Navigate pages","Click and type safely"],"suited_agents":["Codex","Claude Code","Cursor","OpenAgentSkill CLI","CLI"],"install":{"command":"npx skills add bam-bam-2/solo-skills --skill kakaotalk-cli","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 bam-bam-2-kakaotalk-cli"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"kakaotalk-cli\" agent skill from https://github.com/bam-bam-2/solo-skills/tree/main/skills/kakaotalk-cli. 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: macOS에서 카카오톡 메시지를 읽고 보낸다. 렌더링 안 된 채팅방도 검색으로 찾아 열고 줄바꿈을 보존한다. 실패하는 경로와 대체 경로를 함께 담았다. 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\":\"bam-bam-2-kakaotalk-cli\",\"task\":\"Install kakaotalk-cli\",\"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 \"kakaotalk-cli\" as a Claude Code skill from https://github.com/bam-bam-2/solo-skills/tree/main/skills/kakaotalk-cli. 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: macOS에서 카카오톡 메시지를 읽고 보낸다. 렌더링 안 된 채팅방도 검색으로 찾아 열고 줄바꿈을 보존한다. 실패하는 경로와 대체 경로를 함께 담았다. 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\":\"bam-bam-2-kakaotalk-cli\",\"task\":\"Install kakaotalk-cli\",\"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 \"kakaotalk-cli\" from https://github.com/bam-bam-2/solo-skills/tree/main/skills/kakaotalk-cli 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: macOS에서 카카오톡 메시지를 읽고 보낸다. 렌더링 안 된 채팅방도 검색으로 찾아 열고 줄바꿈을 보존한다. 실패하는 경로와 대체 경로를 함께 담았다. 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\":\"bam-bam-2-kakaotalk-cli\",\"task\":\"Install kakaotalk-cli\",\"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/bam-bam-2-kakaotalk-cli/install","manifest_url":"https://www.openagentskill.com/api/registry/manifest/bam-bam-2-kakaotalk-cli"},"trust":{"score":65,"label":"Manual review","version":"trust-score-v4","install_policy":"human_review_before_install","evidence":{"stars":"11 GitHub stars","repoActivity":"11 stars, 4 forks","lastPushed":"Pushed today","license":"MIT","repository":"https://github.com/bam-bam-2/solo-skills/tree/main/skills/kakaotalk-cli","install":"npx skills add bam-bam-2/solo-skills --skill kakaotalk-cli","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":["automation","agent-skill"],"known_risks":["The skill references '에이전트 메모' (Agent Memo) for additional background and fallback details, but that content is not included in the repository. This may leave some context incomplete for agents without access to that memo.","Low GitHub adoption signal","Quality score needs review","Permission surface needs review: secrets or environment access, shell or command execution","GitHub adoption: 11 GitHub stars","Stars/forks activity: 11 stars, 4 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":72,"risk_level":"needs_review","risk_label":"Needs review","warnings":["Dependency or permission surface needs review","Permission surface may require sandboxing","The skill references '에이전트 메모' (Agent Memo) for additional background and fallback details, but that content is not included in the repository. This may leave some context incomplete for agents without access to that memo.","Low GitHub adoption signal","Quality score needs review","Permission surface needs review: secrets or environment access, shell or command execution","GitHub adoption: 11 GitHub stars","Stars/forks activity: 11 stars, 4 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":57,"label":"Promising"},"supply":{"track":"Research and knowledge work","scenario":"RAG and knowledge","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 skill references '에이전트 메모' (Agent Memo) for additional background and fallback details, but that content is not included in the repository. This may leave some context incomplete for agents without access to that memo.","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"],"agent_contract":{"task_input":"Use kakaotalk-cli 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: 65/100 Manual review","Audit: 72/100 Needs review","Safety: 36/100 Avoid automatic install","Review repository, license, install command, and permission surface before production use."],"expected_agent_output":{"selected_skill":"bam-bam-2-kakaotalk-cli (kakaotalk-cli)","install_command":"npx skills add bam-bam-2/solo-skills --skill kakaotalk-cli","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":"bam-bam-2-kakaotalk-cli","task":"Use kakaotalk-cli 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/bam-bam-2-kakaotalk-cli","api":"https://www.openagentskill.com/api/agent/skills/bam-bam-2-kakaotalk-cli","audit":"https://www.openagentskill.com/skills/bam-bam-2-kakaotalk-cli/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=bam-bam-2-kakaotalk-cli&task=Use%20kakaotalk-cli%20in%20an%20agent%20workflow&max_risk=medium","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Use%20kakaotalk-cli%20in%20an%20agent%20workflow&agent=codex&max_risk=medium","receipt":"https://www.openagentskill.com/api/agent/receipt?task=Use%20kakaotalk-cli%20in%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text","install":"https://www.openagentskill.com/api/skills/bam-bam-2-kakaotalk-cli/install","manifest":"https://www.openagentskill.com/api/registry/manifest/bam-bam-2-kakaotalk-cli"}},"machine_metadata":{"version":"openagentskill-agent-metadata-v2","skill":{"slug":"bam-bam-2-kakaotalk-cli","name":"kakaotalk-cli","description":"macOS에서 카카오톡 메시지를 읽고 보낸다. 렌더링 안 된 채팅방도 검색으로 찾아 열고 줄바꿈을 보존한다. 실패하는 경로와 대체 경로를 함께 담았다.","category":"automation","url":"https://www.openagentskill.com/skills/bam-bam-2-kakaotalk-cli","repository":"https://github.com/bam-bam-2/solo-skills/tree/main/skills/kakaotalk-cli","github_repo":"bam-bam-2/solo-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","Navigate pages","Click and type safely"],"suited_agents":["Codex","Claude Code","Cursor","OpenAgentSkill CLI","CLI"],"install":{"command":"npx skills add bam-bam-2/solo-skills --skill kakaotalk-cli","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 bam-bam-2-kakaotalk-cli"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"kakaotalk-cli\" agent skill from https://github.com/bam-bam-2/solo-skills/tree/main/skills/kakaotalk-cli. 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: macOS에서 카카오톡 메시지를 읽고 보낸다. 렌더링 안 된 채팅방도 검색으로 찾아 열고 줄바꿈을 보존한다. 실패하는 경로와 대체 경로를 함께 담았다. 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\":\"bam-bam-2-kakaotalk-cli\",\"task\":\"Install kakaotalk-cli\",\"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 \"kakaotalk-cli\" as a Claude Code skill from https://github.com/bam-bam-2/solo-skills/tree/main/skills/kakaotalk-cli. 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: macOS에서 카카오톡 메시지를 읽고 보낸다. 렌더링 안 된 채팅방도 검색으로 찾아 열고 줄바꿈을 보존한다. 실패하는 경로와 대체 경로를 함께 담았다. 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\":\"bam-bam-2-kakaotalk-cli\",\"task\":\"Install kakaotalk-cli\",\"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 \"kakaotalk-cli\" from https://github.com/bam-bam-2/solo-skills/tree/main/skills/kakaotalk-cli 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: macOS에서 카카오톡 메시지를 읽고 보낸다. 렌더링 안 된 채팅방도 검색으로 찾아 열고 줄바꿈을 보존한다. 실패하는 경로와 대체 경로를 함께 담았다. 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\":\"bam-bam-2-kakaotalk-cli\",\"task\":\"Install kakaotalk-cli\",\"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/bam-bam-2-kakaotalk-cli/install","manifest_url":"https://www.openagentskill.com/api/registry/manifest/bam-bam-2-kakaotalk-cli"},"trust":{"score":65,"label":"Manual review","version":"trust-score-v4","install_policy":"human_review_before_install","evidence":{"stars":"11 GitHub stars","repoActivity":"11 stars, 4 forks","lastPushed":"Pushed today","license":"MIT","repository":"https://github.com/bam-bam-2/solo-skills/tree/main/skills/kakaotalk-cli","install":"npx skills add bam-bam-2/solo-skills --skill kakaotalk-cli","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":["automation","agent-skill"],"known_risks":["The skill references '에이전트 메모' (Agent Memo) for additional background and fallback details, but that content is not included in the repository. This may leave some context incomplete for agents without access to that memo.","Low GitHub adoption signal","Quality score needs review","Permission surface needs review: secrets or environment access, shell or command execution","GitHub adoption: 11 GitHub stars","Stars/forks activity: 11 stars, 4 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":72,"risk_level":"needs_review","risk_label":"Needs review","warnings":["Dependency or permission surface needs review","Permission surface may require sandboxing","The skill references '에이전트 메모' (Agent Memo) for additional background and fallback details, but that content is not included in the repository. This may leave some context incomplete for agents without access to that memo.","Low GitHub adoption signal","Quality score needs review","Permission surface needs review: secrets or environment access, shell or command execution","GitHub adoption: 11 GitHub stars","Stars/forks activity: 11 stars, 4 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":57,"label":"Promising"},"supply":{"track":"Research and knowledge work","scenario":"RAG and knowledge","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 skill references '에이전트 메모' (Agent Memo) for additional background and fallback details, but that content is not included in the repository. This may leave some context incomplete for agents without access to that memo.","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"],"agent_contract":{"task_input":"Use kakaotalk-cli 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: 65/100 Manual review","Audit: 72/100 Needs review","Safety: 36/100 Avoid automatic install","Review repository, license, install command, and permission surface before production use."],"expected_agent_output":{"selected_skill":"bam-bam-2-kakaotalk-cli (kakaotalk-cli)","install_command":"npx skills add bam-bam-2/solo-skills --skill kakaotalk-cli","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":"bam-bam-2-kakaotalk-cli","task":"Use kakaotalk-cli 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/bam-bam-2-kakaotalk-cli","api":"https://www.openagentskill.com/api/agent/skills/bam-bam-2-kakaotalk-cli","audit":"https://www.openagentskill.com/skills/bam-bam-2-kakaotalk-cli/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=bam-bam-2-kakaotalk-cli&task=Use%20kakaotalk-cli%20in%20an%20agent%20workflow&max_risk=medium","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Use%20kakaotalk-cli%20in%20an%20agent%20workflow&agent=codex&max_risk=medium","receipt":"https://www.openagentskill.com/api/agent/receipt?task=Use%20kakaotalk-cli%20in%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text","install":"https://www.openagentskill.com/api/skills/bam-bam-2-kakaotalk-cli/install","manifest":"https://www.openagentskill.com/api/registry/manifest/bam-bam-2-kakaotalk-cli"}},"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":"RAG and knowledge","description":"I need my agent to build a RAG workflow over documents and retrieve reliable context.","useCases":[{"slug":"local-desktop","title":"Local desktop"},{"slug":"browser-automation","title":"Browser automation"},{"slug":"rag-knowledge","title":"RAG and knowledge"}]},"applicableAgents":["Claude Code","CLI","Codex","Cursor"],"install":{"ready":true,"command":"npx skills add bam-bam-2/solo-skills --skill kakaotalk-cli","primaryTarget":"CLI","targetCount":4},"githubQuality":{"stars":11,"starsLabel":"11","forks":4,"license":"MIT","qualityScore":57,"trustScore":65,"auditScore":72},"maintenance":{"status":"fresh","label":"Pushed today","daysSincePush":0,"lastPushedAt":"2026-08-22T17:26:17+00:00"},"risk":{"level":"needs_review","label":"Needs review","requiresReview":true,"notes":["Dependency or permission surface needs review","Permission surface may require sandboxing","The skill references '에이전트 메모' (Agent Memo) for additional background and fallback details, but that content is not included in the repository. This may leave some context incomplete for agents without access to that memo.","Low GitHub adoption signal","Quality score needs review"]},"coverageTags":["Research","RAG and knowledge","automation","agent-skill"]},"audit":{"audit_score":72,"risk_level":"needs_review","risk_label":"Needs review","quality_score":57,"trust_score":65,"maintenance_score":100,"security_score":72,"install_score":92,"warnings":["Dependency or permission surface needs review","Permission surface may require sandboxing","The skill references '에이전트 메모' (Agent Memo) for additional background and fallback details, but that content is not included in the repository. This may leave some context incomplete for agents without access to that memo.","Low GitHub adoption signal","Quality score needs review","Permission surface needs review: secrets or environment access, shell or command execution","GitHub adoption: 11 GitHub stars","Stars/forks activity: 11 stars, 4 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":7.55,"usage_score":0,"review_score":4.95,"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":"browser-automation","title":"Browser automation","url":"https://www.openagentskill.com/use-cases/browser-automation"},{"slug":"rag-knowledge","title":"RAG and knowledge","url":"https://www.openagentskill.com/use-cases/rag-knowledge"},{"slug":"research-agents","title":"Research agents","url":"https://www.openagentskill.com/use-cases/research-agents"}],"stacks":[{"slug":"browser-qa-agent","title":"Browser QA agent","url":"https://www.openagentskill.com/collections/browser-qa-agent"},{"slug":"content-growth-agent","title":"Content growth agent","url":"https://www.openagentskill.com/collections/content-growth-agent"},{"slug":"rag-knowledge-base","title":"RAG knowledge base","url":"https://www.openagentskill.com/collections/rag-knowledge-base"}],"install":"npx skills add bam-bam-2/solo-skills --skill kakaotalk-cli","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 bam-bam-2-kakaotalk-cli","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 \"kakaotalk-cli\" agent skill from https://github.com/bam-bam-2/solo-skills/tree/main/skills/kakaotalk-cli. 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: macOS에서 카카오톡 메시지를 읽고 보낸다. 렌더링 안 된 채팅방도 검색으로 찾아 열고 줄바꿈을 보존한다. 실패하는 경로와 대체 경로를 함께 담았다. 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\":\"bam-bam-2-kakaotalk-cli\",\"task\":\"Install kakaotalk-cli\",\"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 \"kakaotalk-cli\" as a Claude Code skill from https://github.com/bam-bam-2/solo-skills/tree/main/skills/kakaotalk-cli. 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: macOS에서 카카오톡 메시지를 읽고 보낸다. 렌더링 안 된 채팅방도 검색으로 찾아 열고 줄바꿈을 보존한다. 실패하는 경로와 대체 경로를 함께 담았다. 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\":\"bam-bam-2-kakaotalk-cli\",\"task\":\"Install kakaotalk-cli\",\"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 \"kakaotalk-cli\" from https://github.com/bam-bam-2/solo-skills/tree/main/skills/kakaotalk-cli 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: macOS에서 카카오톡 메시지를 읽고 보낸다. 렌더링 안 된 채팅방도 검색으로 찾아 열고 줄바꿈을 보존한다. 실패하는 경로와 대체 경로를 함께 담았다. 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\":\"bam-bam-2-kakaotalk-cli\",\"task\":\"Install kakaotalk-cli\",\"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/bam-bam-2/solo-skills/tree/main/skills/kakaotalk-cli","github_repo":"bam-bam-2/solo-skills","version":"1.0.0","license":"MIT","urls":{"web":"https://www.openagentskill.com/skills/bam-bam-2-kakaotalk-cli","repository":"https://github.com/bam-bam-2/solo-skills/tree/main/skills/kakaotalk-cli","api":"/api/agent/skills/bam-bam-2-kakaotalk-cli","install_api":"/api/skills/bam-bam-2-kakaotalk-cli/install"},"meta":{"created_at":"2026-08-22T17:37:34.751667+00:00","updated_at":"2026-08-22T17:37:34.751667+00:00","agent_friendly":true}}