{"slug":"bam-bam-2-discord-agent-fleet","name":"discord-agent-fleet","description":"디스코드에 상주하는 대화형 AI 봇을 여러 개 만들고 운영한다. 상시 구동 머신에서 겪는 함정(절전 모드, 설정파일 자동로딩, 사용량 한도)을 함께 정리했다.","long_description":"---\nname: discord-agent-fleet\ndescription: \"디스코드에 상주하는 대화형 AI 봇을 여러 개 만들고 운영한다. 상시 구동 머신에서 겪는 함정(절전 모드, 설정파일 자동로딩, 사용량 한도)을 함께 정리했다.\"\n---\n\n# 원격 머신 에이전트 무리\n\n사용자의 원격 머신(`ssh remote-host`)에 대화형 디스코드 봇이 셋 상주한다. 전부 같은 뼈대를 쓴다.\n\n| 봇 | 폴더 | 아는 것 | launchd |\n|---|---|---|---|\n| 지식봇 | `~/Projects/<프로젝트>/` | 지식봇 8기수 기록 + 원자료 55개 | `com.bambam.daolab-agent` |\n| 스터디봇 | `~/Projects/<프로젝트>/` | 지피터스 글 2,000건 + 지난 아티클 + 사용자 스킬·메모리 | `com.bambam.gpters-agent` |\n| 커뮤니티봇 | `~/Projects/<프로젝트>/discord_bot/` | 커뮤니티 커뮤니티 운영(길드·슬래시명령 등) | `com.getback.bamnyangi` |\n\n파이썬은 셋 다 `~/Projects/<프로젝트>/.venv/bin/python` 를 공유한다.\n서버는 **ai공작실**(`1492202577700458797`) 하나. 허용 계정은 사용자 `483902030243692546`, 커뮤니티 `1407565803242520586`.\n\n## 공통 뼈대\n\n- `bot.py` — 디스코드 게이트웨이. DM은 전체 지식, 공개 채널은 멘션받을 때만\n- `answer.py` — 인격+기억+자료를 조립해 LLM 호출\n- `store.py` — 단기 대화를 SQLite 에 영구 저장 (재시작·재부팅에도 유지)\n- `persona.md` — 인격·말투. **매 응답마다 읽으므로 고치면 재시작 없이 반영**\n- `memory.md` — 장기기억. 응답에 `MEMORY:` 줄을 쓰면 자동 적립\n\n기억이 두 층이라는 게 핵심이다. 단기(대명사 받기) + 장기(세션 끊어도 남는 사실).\n`초기화`는 단기만 끊고 장기는 남긴다.\n\n## ⚠️ 이 기기의 함정 세 가지\n\n### 1. 저전력 모드가 KeepAlive 자동 재시작을 막는다\n\n원격 머신에 `lowpowermode = 1` 이 켜져 있으면, 프로세스가 죽어도 launchd 가 되살리지 않는다.\n\n```\nstate = not running\npended nondemand spawn = inefficient\n```\n\n\"요청 없이 스스로 재기동하는 건 비효율적\"이라며 **무기한 보류**한다. plist 에 `KeepAlive` 가 제대로 있어도 소용없고 `ProcessType` 을 바꿔도 안 통한다. 40초를 기다려도 안 풀리는 걸 실측했다.\n\n- **배포·재시작할 때는 항상 `launchctl kickstart -k` 를 명시적으로 쓴다.** `bootstrap` 만으로는 프로세스가 안 뜬다. kickstart 는 명시적 요청이라 보류 정책을 우회한다.\n- 근본 해결은 `sudo pmset -a lowpowermode 0` 인데 비번 없는 sudo 가 안 걸려 있어 SSH 로는 못 한다. 사용자가 직접 쳐야 한다.\n- 이건 지식봇만의 문제가 아니라 **이 기기의 모든 launchd 상주 작업에 적용된다.**\n\n### 2. CLAUDE.md 가 모든 CLI 호출에 자동으로 딸려간다\n\n`claude` CLI 는 실행 디렉터리에 `CLAUDE.md` 가 없으면 **상위 폴더로 거슬러 올라가며 찾아서** 프롬프트에 넣는다.\n\n커뮤니티봇가 호출당 14만 토큰을 쓰던 원인이 이거였다. 밤집사가 실제로 만드는 프롬프트는 4,766자인데, `discord_bot/` 한 칸 위의 `~/Projects/<프로젝트>/CLAUDE.md`(당시 170KB)가 매번 통째로 붙고 있었다. 2026-08-16 에 밤알바생·옛 작업이력을 `docs/CLAUDE-archive-*.md` 로 옮겨 **1만 4천 자(92% 감소)** 로 줄였다.\n\n- 새 봇을 만들 때는 `subprocess` 에 **`cwd` 를 그 봇 폴더로 고정**하고, 그 폴더에 큰 `CLAUDE.md` 를 두지 않는다\n- 토큰이 예상보다 크면 **프롬프트 코드부터 의심하지 말고 상위 폴더의 CLAUDE.md 크기를 먼저 재라**\n- `~/.claude/CLAUDE.md`(전역, 약 5KB)는 항상 붙는다. 이건 어쩔 수 없다\n\n### 3. launchd PATH 에는 homebrew 가 없다 — 절대경로만으론 부족하다\n\nlaunchd 는 PATH 를 `/usr/bin:/bin:/usr/sbin:/sbin` 으로만 준다. 그래서 CLI 를 절대경로로 불러도, **그 CLI 자체가 node 스크립트면 죽는다.**\n\n```\nCodex rc=127: env: node: No such file or directory\n```\n\n`codex` 는 `/opt/homebrew/lib/node_modules/@openai/codex/bin/codex.js` 로 가는 심링크이고 셔뱅이 `#!/usr/bin/env node` 다. PATH 에 `/opt/homebrew/bin` 이 없으면 node 를 못 찾는다. `claude` 는 네이티브 Mach-O 바이너리라 이 문제가 없다 — **그래서 claude 는 멀쩡한데 codex 폴백만 조용히 죽어 있는 상태가 만들어진다.** 2026-08-16 프로젝트 조사봇이 주간 한도에 걸렸을 때 폴백도 같이 실패해 15시간 리포트가 끊긴 원인이 이거였다.\n\n두 겹으로 막는다.\n\n1. **plist 에 PATH 를 박는다** (근본)\n   ```xml\n   <key>EnvironmentVariables</key>\n   <dict>\n     <key>PATH</key>\n     <string>/opt/homebrew/bin:/usr/local/bin:/usr/bin:/bin:/usr/sbin:/sbin</string>\n   </dict>\n   ```\n2. **스크립트에서도 env 를 보강한다** (수동 실행 대비). `subprocess.run(..., env=_tool_env())` 로 `/opt/homebrew/bin` 을 PATH 앞에 끼운다.\n\n**진단 코드도 같이 봐라.** `subprocess.run` 은 셔뱅 실패(rc=127)에 예외를 안 던진다. `try/except` 만으로 점검하면 **죽은 CLI 를 OK 로 찍는다.** 프로젝트 조사봇 `--check` 가 정확히 이 버그였고, 그래서 폴백이 몇 달 고장난 걸 아무도 몰랐다. 반드시 `returncode` 를 확인할 것.\n\n검증은 launchd 환경을 재현해서 한다.\n```bash\nssh remote-host 'cd ~/ops/<봇> && env -i HOME=$HOME PATH=/usr/bin:/bin:/usr/sbin:/sbin /opt/homebrew/bin/python3 followup.py --check'\n```\n\n## LLM 호출은 구독으로만\n\n**API 키(`ANTHROPIC_API_KEY`)를 쓰지 않는다.** 사용자가 명시적으로 금지했다.\n`~/Projects/<프로젝트>/agents/llm_cli.py` 가 공용 호출 모듈이다. `claude -p --output-format text` 를 stdin 으로 부르고, `CLAUDE_CODE_OAUTH_TOKEN` 을 넘긴다. PATH 가 없는 launchd 환경 대비로 `/opt/homebrew/bin/claude` 하드코딩 폴백이 있다.\n\n사용량 한도(`weekly limit`) 문구가 나올 때만 Codex 로 한 번 재실행한다. 일반 오류로는 넘어가지 않는다. 자세한 규칙은 `claude-codex-fallback` 스킬.\n\n모델은 `--model` 을 안 줘서 CLI 기본값(2026-08 기준 `claude-sonnet-5`)을 쓴다. 고정하려면 `--model sonnet|opus|fable`.\n\n## 자주 하는 일\n\n```bash\n# 상태\nssh remote-host 'for S in com.bambam.daolab-agent com.bambam.gpters-agent com.getback.bamnyangi; do echo \"=== $S ===\"; launchctl print gui/$(id -u)/$S 2>/dev/null | grep -iE \"^\\s+(state|pid) \"; done'\n\n# 재시작 (kickstart 필수)\nssh remote-host 'launchctl kickstart -k gui/$(id -u)/com.bambam.daolab-agent'\n\n# 로그 — 실제 로그는 bot.error.log 에 쌓인다 (bot.log 는 비어있는 경우가 많다)\nssh remote-host 'tail -30 ~/Projects/<프로젝트>/bot.error.log'\n\n# 디스코드 안 거치고 답변 엔진만 시험\nssh remote-host 'cd ~/Projects/<프로젝트> && set -a && . ./.env && set +a && ~/Projects/<프로젝트>/.venv/bin/python answer.py \"질문\"'\n```\n\n**코드는 로컬에서 쓰고 `scp` 로 보낸다.** 히어독으로 원격에 파이썬을 직접 쓰면 따옴표·한글 이스케이프가 깨진다(실제로 깨졌다).\n\n## 새 봇을 만들 때\n\n`daolab-agent` 를 통째로 복사하고 `answer.py` 의 지식 소스만 바꾸는 게 가장 빠르다. `store.py`·`bot.py`·`persona.md` 는 거의 그대로 간다.\n\n만들기 전에 확인할 것:\n- **어느 계정으로 DM 하는가** — 봇은 자기와 같은 서버에 있는 사람하고만 DM 이 열린다\n- **공개 채널에도 둘 것인가** — 그렇다면 지식 범위를 나눈다. 지식봇은 DM 에선 사용자판(대외비 포함), 채널에선 지식봇판(내부 데이터 없음)을 쓴다. 규칙으로 막지 말고 **자료를 안 주는 방식**으로 분리한다\n- **봇끼리 무한루프** — 사람이 안 끼어든 연속 봇 응답이 3회 넘으면 침묵하게 한다\n- 응답에 식별 접두어를 붙인다(`📓 [지식봇]` 등)\n- `allowed_mentions=discord.AllowedMentions.none()` 로 멘션 사고를 막는다\n","tagline":"디스코드에 상주하는 대화형 AI 봇을 여러 개 만들고 운영한다. 상시 구동 머신에서 겪는 함정(절전 모드, 설정파일 자동로딩, 사용량 한도)을 함께 정리했다.","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/discord-agent-fleet","indexedBy":"OpenAgentSkill community index","claimUrl":"https://www.openagentskill.com/skills/bam-bam-2-discord-agent-fleet#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":30.35},"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 is highly specific to the author's personal environment (project names, server IDs, user IDs, remote host alias), which may limit direct reuse by others without adaptation."]},"trust":{"version":"trust-score-v5","score":51,"base_score":59,"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":"sandbox_only","auto_install_allowed":false,"human_review_required":true,"sandbox_first":true,"agent_action":"Compare alternatives before installing.","reasoning":["51/100 Trust Score v5","59/100 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":38,"weight":0.12,"status":"fail","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 discord-agent-fleet"},{"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":18,"weight":0.07,"status":"fail","detail":"secrets or environment access, shell or command execution"},{"id":"repository","label":"Repository evidence","score":86,"weight":0.04,"status":"pass","detail":"https://github.com/bam-bam-2/solo-skills/tree/main/skills/discord-agent-fleet"},{"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":"fail","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 discord-agent-fleet"},{"status":"pass","label":"Install command safety","detail":"standard package or runtime install path"},{"status":"fail","label":"Permission surface","detail":"secrets or environment access, shell or command execution"},{"status":"pass","label":"Repository evidence","detail":"https://github.com/bam-bam-2/solo-skills/tree/main/skills/discord-agent-fleet"},{"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 is highly specific to the author's personal environment (project names, server IDs, user IDs, remote host alias), which may limit direct reuse by others without adaptation.","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/discord-agent-fleet","install":"npx skills add bam-bam-2/solo-skills --skill discord-agent-fleet","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":"sandbox_only"},"installReadiness":{"ready":true,"command":"npx skills add bam-bam-2/solo-skills --skill discord-agent-fleet","policy":"sandbox_only","label":"Sandbox only","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 is highly specific to the author's personal environment (project names, server IDs, user IDs, remote host alias), which may limit direct reuse by others without adaptation.","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":"sandbox_only","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 discord-agent-fleet","trust_score":51,"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 is highly specific to the author's personal environment (project names, server IDs, user IDs, remote host alias), which may limit direct reuse by others without adaptation.","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":59,"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":51,"base_score":59,"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":"sandbox_only","auto_install_allowed":false,"human_review_required":true,"sandbox_first":true,"agent_action":"Compare alternatives before installing.","reasoning":["51/100 Trust Score v5","59/100 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; 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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":"fail","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 discord-agent-fleet"},{"status":"pass","label":"Install command safety","detail":"standard package or runtime install path"},{"status":"fail","label":"Permission surface","detail":"secrets or environment access, shell or command execution"},{"status":"pass","label":"Repository evidence","detail":"https://github.com/bam-bam-2/solo-skills/tree/main/skills/discord-agent-fleet"},{"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 is highly specific to the author's personal environment (project names, server IDs, user IDs, remote host alias), which may limit direct reuse by others without adaptation.","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/discord-agent-fleet","install":"npx skills add bam-bam-2/solo-skills --skill discord-agent-fleet","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":"sandbox_only"},"installReadiness":{"ready":true,"command":"npx skills add bam-bam-2/solo-skills --skill discord-agent-fleet","policy":"sandbox_only","label":"Sandbox only","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 is highly specific to the author's personal environment (project names, server IDs, user IDs, remote host alias), which may limit direct reuse by others without adaptation.","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":"sandbox_only","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 discord-agent-fleet","trust_score":51,"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 is highly specific to the author's personal environment (project names, server IDs, user IDs, remote host alias), which may limit direct reuse by others without adaptation.","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":59,"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":59,"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":38,"weight":0.12,"status":"fail","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 discord-agent-fleet"},{"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":18,"weight":0.07,"status":"fail","detail":"secrets or environment access, shell or command execution"},{"id":"repository","label":"Repository evidence","score":86,"weight":0.04,"status":"pass","detail":"https://github.com/bam-bam-2/solo-skills/tree/main/skills/discord-agent-fleet"},{"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; 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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/discord-agent-fleet","install":"npx skills add bam-bam-2/solo-skills --skill discord-agent-fleet","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 discord-agent-fleet","policy":"sandbox_only","label":"Sandbox only","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 is highly specific to the author's personal environment (project names, server IDs, user IDs, remote host alias), which may limit direct reuse by others without adaptation.","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":"sandbox_only","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 is highly specific to the author's personal environment (project names, server IDs, user IDs, remote host alias), which may limit direct reuse by others without adaptation.","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":25,"level":"avoid_auto_install","label":"Avoid automatic install","safety_tier":{"tier":"blocked","label":"Blocked for auto-install","badge":"BLOCKED","summary":"This skill should not be selected by an agent without explicit human security review.","recommended_action":"Do not auto-install. Inspect the source, dependencies, and permission surface first.","auto_install_policy":"block","reasons":["Metadata combines secrets access with shell or command execution","High-risk permission hints: Shell or command execution, Secrets or environment access"]},"auto_install_allowed":false,"human_review_required":true,"blocked":true,"audit_risk":"needs_review","permission_hints":[{"id":"shell","label":"Shell or command execution","reason":"Skill metadata references terminal, CLI, shell, subprocess, or command execution workflows.","severity":"high"},{"id":"network","label":"Network access","reason":"Skill likely fetches remote pages, APIs, repositories, or external services.","severity":"medium"},{"id":"filesystem","label":"Filesystem access","reason":"Skill may read or write project files, documents, generated artifacts, or local workspace state.","severity":"medium"},{"id":"secrets","label":"Secrets or environment access","reason":"Skill metadata references credentials, tokens, environment variables, or secret-bearing workflows.","severity":"high"},{"id":"database","label":"Database access","reason":"Skill may inspect schemas, query databases, or work with persistent stores.","severity":"medium"}],"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":56,"risk_level":"high","decision":{"recommendation":"do_not_auto_install","reason":"Trust score: Potentially useful, but at least one trust signal needs human inspection.","auto_install_allowed":false,"policy":"block","human_review_required":true},"blockers":["Trust score: Potentially useful, but at least one trust signal needs human inspection.","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":["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 is highly specific to the author's personal environment (project names, server IDs, user IDs, remote host alias), which may limit direct reuse by others without adaptation.","The SKILL.md does not explicitly list prerequisites (e.g., Python version, Discord bot token setup, required packages) or a step-by-step setup procedure for a new user.","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 discord-agent-fleet 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 discord-agent-fleet"]},{"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 discord-agent-fleet"]},{"id":"trust_score","label":"Trust score","status":"fail","score":59,"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":69,"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":25,"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":18,"required_for_auto_install":true,"detail":"secrets or environment access, shell or command execution","evidence":["Shell or command execution: high","Network access: medium","Filesystem access: medium"]},{"id":"alternatives","label":"Alternatives available","status":"info","score":55,"required_for_auto_install":false,"detail":"No close alternatives were found in the current shortlist.","evidence":[]}],"endpoints":{"web":"https://www.openagentskill.com/skills/bam-bam-2-discord-agent-fleet/evals","api":"/api/agent/evals?slug=bam-bam-2-discord-agent-fleet","text":"/api/agent/evals?slug=bam-bam-2-discord-agent-fleet&format=text"}},"agent_readable_metadata":{"version":"openagentskill-agent-metadata-v2","skill":{"slug":"bam-bam-2-discord-agent-fleet","name":"discord-agent-fleet","description":"디스코드에 상주하는 대화형 AI 봇을 여러 개 만들고 운영한다. 상시 구동 머신에서 겪는 함정(절전 모드, 설정파일 자동로딩, 사용량 한도)을 함께 정리했다.","category":"automation","url":"https://www.openagentskill.com/skills/bam-bam-2-discord-agent-fleet","repository":"https://github.com/bam-bam-2/solo-skills/tree/main/skills/discord-agent-fleet","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","OpenAI Agents","CLI"],"install":{"command":"npx skills add bam-bam-2/solo-skills --skill discord-agent-fleet","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-discord-agent-fleet"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"discord-agent-fleet\" agent skill from https://github.com/bam-bam-2/solo-skills/tree/main/skills/discord-agent-fleet. 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: 디스코드에 상주하는 대화형 AI 봇을 여러 개 만들고 운영한다. 상시 구동 머신에서 겪는 함정(절전 모드, 설정파일 자동로딩, 사용량 한도)을 함께 정리했다. 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-discord-agent-fleet\",\"task\":\"Install discord-agent-fleet\",\"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 \"discord-agent-fleet\" as a Claude Code skill from https://github.com/bam-bam-2/solo-skills/tree/main/skills/discord-agent-fleet. 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: 디스코드에 상주하는 대화형 AI 봇을 여러 개 만들고 운영한다. 상시 구동 머신에서 겪는 함정(절전 모드, 설정파일 자동로딩, 사용량 한도)을 함께 정리했다. 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-discord-agent-fleet\",\"task\":\"Install discord-agent-fleet\",\"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 \"discord-agent-fleet\" from https://github.com/bam-bam-2/solo-skills/tree/main/skills/discord-agent-fleet 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: 디스코드에 상주하는 대화형 AI 봇을 여러 개 만들고 운영한다. 상시 구동 머신에서 겪는 함정(절전 모드, 설정파일 자동로딩, 사용량 한도)을 함께 정리했다. 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-discord-agent-fleet\",\"task\":\"Install discord-agent-fleet\",\"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-discord-agent-fleet/install","manifest_url":"https://www.openagentskill.com/api/registry/manifest/bam-bam-2-discord-agent-fleet"},"trust":{"score":59,"label":"Manual review","version":"trust-score-v4","install_policy":"sandbox_only","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/discord-agent-fleet","install":"npx skills add bam-bam-2/solo-skills --skill discord-agent-fleet","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 is highly specific to the author's personal environment (project names, server IDs, user IDs, remote host alias), which may limit direct reuse by others without adaptation.","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":69,"risk_level":"needs_review","risk_label":"Needs review","warnings":["Dependency or permission surface needs review","Permission surface may require sandboxing","The skill is highly specific to the author's personal environment (project names, server IDs, user IDs, remote host alias), which may limit direct reuse by others without adaptation.","The SKILL.md does not explicitly list prerequisites (e.g., Python version, Discord bot token setup, required packages) or a step-by-step setup procedure for a new user.","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"]},"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":"Coding and developer agents","scenario":"Database and SQL","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 is highly specific to the author's personal environment (project names, server IDs, user IDs, remote host alias), which may limit direct reuse by others without adaptation.","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 discord-agent-fleet 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: 59/100 Manual review","Audit: 69/100 Needs review","Safety: 25/100 Avoid automatic install","Review repository, license, install command, and permission surface before production use."],"expected_agent_output":{"selected_skill":"bam-bam-2-discord-agent-fleet (discord-agent-fleet)","install_command":"npx skills add bam-bam-2/solo-skills --skill discord-agent-fleet","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-discord-agent-fleet","task":"Use discord-agent-fleet 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-discord-agent-fleet","api":"https://www.openagentskill.com/api/agent/skills/bam-bam-2-discord-agent-fleet","audit":"https://www.openagentskill.com/skills/bam-bam-2-discord-agent-fleet/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=bam-bam-2-discord-agent-fleet&task=Use%20discord-agent-fleet%20in%20an%20agent%20workflow&max_risk=medium","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Use%20discord-agent-fleet%20in%20an%20agent%20workflow&agent=codex&max_risk=medium","receipt":"https://www.openagentskill.com/api/agent/receipt?task=Use%20discord-agent-fleet%20in%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text","install":"https://www.openagentskill.com/api/skills/bam-bam-2-discord-agent-fleet/install","manifest":"https://www.openagentskill.com/api/registry/manifest/bam-bam-2-discord-agent-fleet"}},"machine_metadata":{"version":"openagentskill-agent-metadata-v2","skill":{"slug":"bam-bam-2-discord-agent-fleet","name":"discord-agent-fleet","description":"디스코드에 상주하는 대화형 AI 봇을 여러 개 만들고 운영한다. 상시 구동 머신에서 겪는 함정(절전 모드, 설정파일 자동로딩, 사용량 한도)을 함께 정리했다.","category":"automation","url":"https://www.openagentskill.com/skills/bam-bam-2-discord-agent-fleet","repository":"https://github.com/bam-bam-2/solo-skills/tree/main/skills/discord-agent-fleet","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","OpenAI Agents","CLI"],"install":{"command":"npx skills add bam-bam-2/solo-skills --skill discord-agent-fleet","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-discord-agent-fleet"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"discord-agent-fleet\" agent skill from https://github.com/bam-bam-2/solo-skills/tree/main/skills/discord-agent-fleet. 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: 디스코드에 상주하는 대화형 AI 봇을 여러 개 만들고 운영한다. 상시 구동 머신에서 겪는 함정(절전 모드, 설정파일 자동로딩, 사용량 한도)을 함께 정리했다. 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-discord-agent-fleet\",\"task\":\"Install discord-agent-fleet\",\"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 \"discord-agent-fleet\" as a Claude Code skill from https://github.com/bam-bam-2/solo-skills/tree/main/skills/discord-agent-fleet. 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: 디스코드에 상주하는 대화형 AI 봇을 여러 개 만들고 운영한다. 상시 구동 머신에서 겪는 함정(절전 모드, 설정파일 자동로딩, 사용량 한도)을 함께 정리했다. 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-discord-agent-fleet\",\"task\":\"Install discord-agent-fleet\",\"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 \"discord-agent-fleet\" from https://github.com/bam-bam-2/solo-skills/tree/main/skills/discord-agent-fleet 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: 디스코드에 상주하는 대화형 AI 봇을 여러 개 만들고 운영한다. 상시 구동 머신에서 겪는 함정(절전 모드, 설정파일 자동로딩, 사용량 한도)을 함께 정리했다. 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-discord-agent-fleet\",\"task\":\"Install discord-agent-fleet\",\"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-discord-agent-fleet/install","manifest_url":"https://www.openagentskill.com/api/registry/manifest/bam-bam-2-discord-agent-fleet"},"trust":{"score":59,"label":"Manual review","version":"trust-score-v4","install_policy":"sandbox_only","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/discord-agent-fleet","install":"npx skills add bam-bam-2/solo-skills --skill discord-agent-fleet","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 is highly specific to the author's personal environment (project names, server IDs, user IDs, remote host alias), which may limit direct reuse by others without adaptation.","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":69,"risk_level":"needs_review","risk_label":"Needs review","warnings":["Dependency or permission surface needs review","Permission surface may require sandboxing","The skill is highly specific to the author's personal environment (project names, server IDs, user IDs, remote host alias), which may limit direct reuse by others without adaptation.","The SKILL.md does not explicitly list prerequisites (e.g., Python version, Discord bot token setup, required packages) or a step-by-step setup procedure for a new user.","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"]},"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":"Coding and developer agents","scenario":"Database and SQL","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 is highly specific to the author's personal environment (project names, server IDs, user IDs, remote host alias), which may limit direct reuse by others without adaptation.","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 discord-agent-fleet 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: 59/100 Manual review","Audit: 69/100 Needs review","Safety: 25/100 Avoid automatic install","Review repository, license, install command, and permission surface before production use."],"expected_agent_output":{"selected_skill":"bam-bam-2-discord-agent-fleet (discord-agent-fleet)","install_command":"npx skills add bam-bam-2/solo-skills --skill discord-agent-fleet","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-discord-agent-fleet","task":"Use discord-agent-fleet 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-discord-agent-fleet","api":"https://www.openagentskill.com/api/agent/skills/bam-bam-2-discord-agent-fleet","audit":"https://www.openagentskill.com/skills/bam-bam-2-discord-agent-fleet/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=bam-bam-2-discord-agent-fleet&task=Use%20discord-agent-fleet%20in%20an%20agent%20workflow&max_risk=medium","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Use%20discord-agent-fleet%20in%20an%20agent%20workflow&agent=codex&max_risk=medium","receipt":"https://www.openagentskill.com/api/agent/receipt?task=Use%20discord-agent-fleet%20in%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text","install":"https://www.openagentskill.com/api/skills/bam-bam-2-discord-agent-fleet/install","manifest":"https://www.openagentskill.com/api/registry/manifest/bam-bam-2-discord-agent-fleet"}},"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":"Database and SQL","description":"I need my agent to inspect database schemas, write SQL, and explain query results.","useCases":[{"slug":"local-desktop","title":"Local desktop"},{"slug":"browser-automation","title":"Browser automation"},{"slug":"workflow-automation","title":"Workflow automation"}]},"applicableAgents":["Claude Code","OpenAI Agents","CLI","Codex","Cursor"],"install":{"ready":true,"command":"npx skills add bam-bam-2/solo-skills --skill discord-agent-fleet","primaryTarget":"CLI","targetCount":4},"githubQuality":{"stars":11,"starsLabel":"11","forks":4,"license":"MIT","qualityScore":57,"trustScore":59,"auditScore":69},"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 is highly specific to the author's personal environment (project names, server IDs, user IDs, remote host alias), which may limit direct reuse by others without adaptation.","The SKILL.md does not explicitly list prerequisites (e.g., Python version, Discord bot token setup, required packages) or a step-by-step setup procedure for a new user.","Low GitHub adoption signal"]},"coverageTags":["Coding","Database and SQL","automation","agent-skill"]},"audit":{"audit_score":69,"risk_level":"needs_review","risk_label":"Needs review","quality_score":57,"trust_score":59,"maintenance_score":100,"security_score":68,"install_score":92,"warnings":["Dependency or permission surface needs review","Permission surface may require sandboxing","The skill is highly specific to the author's personal environment (project names, server IDs, user IDs, remote host alias), which may limit direct reuse by others without adaptation.","The SKILL.md does not explicitly list prerequisites (e.g., Python version, Discord bot token setup, required packages) or a step-by-step setup procedure for a new user.","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":4.8,"metadata_score":3,"freshness_score":15},"platforms":["Claude Code","OpenAI Agents"],"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":"workflow-automation","title":"Workflow automation","url":"https://www.openagentskill.com/use-cases/workflow-automation"},{"slug":"database-sql","title":"Database and SQL","url":"https://www.openagentskill.com/use-cases/database-sql"}],"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":"coding-review-agent","title":"Coding review agent","url":"https://www.openagentskill.com/collections/coding-review-agent"}],"install":"npx skills add bam-bam-2/solo-skills --skill discord-agent-fleet","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-discord-agent-fleet","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 \"discord-agent-fleet\" agent skill from https://github.com/bam-bam-2/solo-skills/tree/main/skills/discord-agent-fleet. 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: 디스코드에 상주하는 대화형 AI 봇을 여러 개 만들고 운영한다. 상시 구동 머신에서 겪는 함정(절전 모드, 설정파일 자동로딩, 사용량 한도)을 함께 정리했다. 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-discord-agent-fleet\",\"task\":\"Install discord-agent-fleet\",\"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 \"discord-agent-fleet\" as a Claude Code skill from https://github.com/bam-bam-2/solo-skills/tree/main/skills/discord-agent-fleet. 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: 디스코드에 상주하는 대화형 AI 봇을 여러 개 만들고 운영한다. 상시 구동 머신에서 겪는 함정(절전 모드, 설정파일 자동로딩, 사용량 한도)을 함께 정리했다. 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-discord-agent-fleet\",\"task\":\"Install discord-agent-fleet\",\"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 \"discord-agent-fleet\" from https://github.com/bam-bam-2/solo-skills/tree/main/skills/discord-agent-fleet 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: 디스코드에 상주하는 대화형 AI 봇을 여러 개 만들고 운영한다. 상시 구동 머신에서 겪는 함정(절전 모드, 설정파일 자동로딩, 사용량 한도)을 함께 정리했다. 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-discord-agent-fleet\",\"task\":\"Install discord-agent-fleet\",\"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/discord-agent-fleet","github_repo":"bam-bam-2/solo-skills","version":"1.0.0","license":"MIT","urls":{"web":"https://www.openagentskill.com/skills/bam-bam-2-discord-agent-fleet","repository":"https://github.com/bam-bam-2/solo-skills/tree/main/skills/discord-agent-fleet","api":"/api/agent/skills/bam-bam-2-discord-agent-fleet","install_api":"/api/skills/bam-bam-2-discord-agent-fleet/install"},"meta":{"created_at":"2026-08-22T17:37:10.789134+00:00","updated_at":"2026-08-22T17:37:10.789134+00:00","agent_friendly":true}}