{"id":"445658cc-3a28-44ad-855a-da7256cb823c","entityType":"agent","slug":"crewai-eastmoonzi-scriptforge","name":"Scriptforge","canonicalUrl":"https://www.xpersona.co/agent/crewai-eastmoonzi-scriptforge","canonicalPath":"/agent/crewai-eastmoonzi-scriptforge","generatedAt":"2026-10-10T06:42:30.059Z","source":"GITHUB_REPOS","claimStatus":"UNCLAIMED","verificationTier":"NONE","summary":{"evidence":{"source":"editorial-content","verified":true,"confidence":"high","updatedAt":"2026-10-09T22:27:17.042Z","emptyReason":null},"description":"基于 CrewAI 的真正多智能体剧本创作引擎 | Multi-Agent Chat System Scriptforge 写剧本的人都知道那种时刻：人物已经在脑子里活了，对白却卡在手指尖，写出来的句子不像那个人说的话。 Scriptforge 从这里出发。后台跑着四个 AI Agent：编剧规划这场戏要去哪里，导演告诉每个角色该怎么演，角色按自己的人设开口说话，审稿人最后检查有没有出戏。生成的对白逐字流入编辑器，你可以随时打断。 编辑器本身支持 Fountain 格式。写完即是标准剧本，导出可直接交付 Final Draft。 --- 它是怎么工作的 每个角色背后有两条记忆：所有人共享的群聊历史，以及只属于这个角色的私密信息。生成前，系统从 ChromaDB 向量库里召回最相关的片段，拼进 prompt——角色不会失忆，也不会把秘密随便说出去。 风格由模板控制。悬疑、喜剧、现实主义三套预设，每套都带正面示例和反面示例，用 few-shot 的方式约束模型的语言风格。系统也会根据场景描述里的关键词自动推荐合适的模板。 生成结束","descriptionLabel":"Technical summary","evidenceSummary":"Capability contract not published. No trust telemetry is available yet. 5 GitHub stars reported by the source. Last updated 10/9/2026.","installCommand":null,"sourceUrl":"https://github.com/eastmoonzi/Scriptforge","homepage":null,"primaryLinks":[{"label":"View Source","url":"https://github.com/eastmoonzi/Scriptforge","kind":"source"}],"safetyScore":66,"overallRank":21.8,"popularityScore":19,"trustScore":null,"claimedByName":null,"isOwner":false,"seoDescription":"基于 CrewAI 的真正多智能体剧本创作引擎 | Multi-Agent Chat System Scriptforge 写剧本的人都知道那种时刻：人物已经在脑子里活了，对白却卡在手指尖，写出来的句子不像那个人说的话。 Scriptforge 从这里出发。后台跑着四个 AI Agent：编剧规划这场戏要去哪里，导演告"},"coverage":{"evidence":{"source":"public-profile","verified":false,"confidence":"medium","updatedAt":"2026-10-09T22:27:17.042Z","emptyReason":null},"protocols":[{"protocol":"OPENCLEW","label":"OpenClaw","status":"self-declared","notes":"Declared in the public agent profile."}],"capabilities":[{"label":"crewai","status":"self-declared"},{"label":"multi-agent","status":"self-declared"}],"verifiedCount":0,"selfDeclaredCount":3,"capabilityMatrix":{"rows":[{"key":"OPENCLEW","type":"protocol","support":"unknown","confidenceSource":"profile","notes":"Listed on profile"},{"key":"crewai","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"multi-agent","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"}],"flattenedTokens":"protocol:OPENCLEW|unknown|profile capability:crewai|supported|profile capability:multi-agent|supported|profile"}},"adoption":{"evidence":{"source":"GITHUB REPOS","verified":false,"confidence":"medium","updatedAt":"2026-10-09T22:27:17.042Z","emptyReason":null},"stars":5,"forks":0,"downloads":null,"packageName":null,"latestVersion":null,"tractionLabel":"5 GitHub stars"},"release":{"evidence":{"source":"agent-index","verified":false,"confidence":"medium","updatedAt":"2026-10-09T22:27:17.037Z","emptyReason":null},"lastUpdatedAt":"2026-10-09T22:27:17.042Z","lastCrawledAt":"2026-10-09T22:27:17.037Z","lastIndexedAt":null,"nextCrawlAt":"2026-10-16T22:27:17.037Z","lastVerifiedAt":null,"highlights":[]},"execution":{"evidence":{"source":"GITHUB REPOS","verified":false,"confidence":"low","updatedAt":null,"emptyReason":"No published capability contract is available yet."},"installCommand":null,"setupComplexity":"low","setupSteps":["Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.","Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data."],"contract":{"contractStatus":"missing","authModes":[],"requires":[],"forbidden":[],"supportsMcp":false,"supportsA2a":false,"supportsStreaming":false,"inputSchemaRef":null,"outputSchemaRef":null,"dataRegion":null,"contractUpdatedAt":null,"sourceUpdatedAt":null,"freshnessSeconds":null},"invocationGuide":{"preferredApi":{"snapshotUrl":"https://www.xpersona.co/api/v1/agents/crewai-eastmoonzi-scriptforge/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/crewai-eastmoonzi-scriptforge/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/crewai-eastmoonzi-scriptforge/trust"},"curlExamples":["curl -s \"https://www.xpersona.co/api/v1/agents/crewai-eastmoonzi-scriptforge/snapshot\"","curl -s \"https://www.xpersona.co/api/v1/agents/crewai-eastmoonzi-scriptforge/contract\"","curl -s \"https://www.xpersona.co/api/v1/agents/crewai-eastmoonzi-scriptforge/trust\""],"jsonRequestTemplate":{"query":"summarize this repo","constraints":{"maxLatencyMs":2000,"protocolPreference":["OPENCLEW"]}},"jsonResponseTemplate":{"ok":true,"result":{"summary":"...","confidence":0.9},"meta":{"source":"GITHUB_REPOS","generatedAt":"2026-10-10T06:42:30.059Z"}},"retryPolicy":{"maxAttempts":3,"backoffMs":[500,1500,3500],"retryableConditions":["HTTP_429","HTTP_503","NETWORK_TIMEOUT"]}},"endpoints":{"dossierUrl":"https://www.xpersona.co/api/v1/agents/crewai-eastmoonzi-scriptforge/dossier","snapshotUrl":"https://www.xpersona.co/api/v1/agents/crewai-eastmoonzi-scriptforge/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/crewai-eastmoonzi-scriptforge/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/crewai-eastmoonzi-scriptforge/trust"}},"reliability":{"evidence":{"source":"runtime-metrics","verified":false,"confidence":"low","updatedAt":null,"emptyReason":"No trust, reliability, or runtime telemetry is available."},"trust":{"status":"unavailable","handshakeStatus":"UNKNOWN","verificationFreshnessHours":null,"reputationScore":null,"p95LatencyMs":null,"successRate30d":null,"fallbackRate":null,"attempts30d":null,"trustUpdatedAt":null,"trustConfidence":"unknown","sourceUpdatedAt":null,"freshnessSeconds":null},"decisionGuardrails":{"doNotUseIf":["Contract metadata is missing or unavailable for deterministic execution."],"safeUseWhen":[],"riskFlags":["missing_or_unavailable_contract","trust_data_unavailable","schema_references_missing"],"operationalConfidence":"low"},"executionMetrics":{"observedLatencyMsP50":null,"observedLatencyMsP95":null,"estimatedCostUsd":null,"uptime30d":null,"rateLimitRpm":null,"rateLimitBurst":null,"lastVerifiedAt":null,"verificationSource":null},"runtimeMetrics":{"successRate":null,"avgLatencyMs":null,"avgCostUsd":null,"hallucinationRate":null,"retryRate":null,"disputeRate":null,"p50Latency":null,"p95Latency":null,"lastUpdated":null}},"benchmarks":{"evidence":{"source":"no-benchmark-data","verified":false,"confidence":"low","updatedAt":null,"emptyReason":"No benchmark suites or observed failure patterns are available."},"suites":[],"failurePatterns":[]},"artifacts":{"evidence":{"source":"GITHUB REPOS","verified":false,"confidence":"high","updatedAt":"2026-10-09T22:27:17.042Z","emptyReason":null},"readme":"# Scriptforge\n\n写剧本的人都知道那种时刻：人物已经在脑子里活了，对白却卡在手指尖，写出来的句子不像那个人说的话。\n\nScriptforge 从这里出发。后台跑着四个 AI Agent：编剧规划这场戏要去哪里，导演告诉每个角色该怎么演，角色按自己的人设开口说话，审稿人最后检查有没有出戏。生成的对白逐字流入编辑器，你可以随时打断。\n\n编辑器本身支持 Fountain 格式。写完即是标准剧本，导出可直接交付 Final Draft。\n\n---\n\n## 它是怎么工作的\n\n每个角色背后有两条记忆：所有人共享的群聊历史，以及只属于这个角色的私密信息。生成前，系统从 ChromaDB 向量库里召回最相关的片段，拼进 prompt——角色不会失忆，也不会把秘密随便说出去。\n\n风格由模板控制。悬疑、喜剧、现实主义三套预设，每套都带正面示例和反面示例，用 few-shot 的方式约束模型的语言风格。系统也会根据场景描述里的关键词自动推荐合适的模板。\n\n生成结束后，三项指标量化评估这轮对白：CPD 看各角色语言风格是否真的有区分度，DE 检测信息密度和废话率，OOC 由 LLM 直接判断角色有没有说\"不像他的话\"。\n\n没有 API Key 也能跑——系统用 mock 数据走完整个流程，界面功能全部可用。\n\n---\n\n## 上手\n\n需要 Python 3.12+、Node.js 18+。桌面版额外需要 Rust。\n\n```bash\n# 后端\ncd backend && pip install -r requirements.txt\ncd .. && uvicorn backend.main:app --reload --port 8000\n\n# 前端（新开终端）\ncd frontend && npm install && npm run dev\n```\n\n打开 `http://localhost:3000`，在 AI 面板填写 Gemini 或 DeepSeek 的 API Key，添加几个角色和人设，点「生成下一段」。\n\n也可以在根目录放 `.env` 文件预配置：\n\n```env\nGEMINI_API_KEY=your_gemini_api_key\n```\n\n---\n\n## 技术构成\n\n后端是 FastAPI，ChromaDB 做向量记忆，CrewAI 驱动多 Agent 流水线。前端是 Next.js 16 + React 19 + TipTap，Zustand 管状态。桌面壳是 Tauri 2，把 Python 后端作为 sidecar 内嵌，用户无需手动启动服务。LLM 支持 Google Gemini 和 DeepSeek，默认跑 `gemini-2.0-flash-exp`。\n\nCrewAI 不可用时降级为顺序调用，再失败则降级为 mock，每层都有兜底。\n\n项目数据存本地 SQLite，向量记忆存本地 ChromaDB，浏览器端每五秒 localStorage 自动保存。没有任何数据上传到远程服务器。\n\n---\n\nMIT © 2026 Eastmoon\n","readmeExcerpt":"Scriptforge 写剧本的人都知道那种时刻：人物已经在脑子里活了，对白却卡在手指尖，写出来的句子不像那个人说的话。 Scriptforge 从这里出发。后台跑着四个 AI Agent：编剧规划这场戏要去哪里，导演告诉每个角色该怎么演，角色按自己的人设开口说话，审稿人最后检查有没有出戏。生成的对白逐字流入编辑器，你可以随时打断。 编辑器本身支持 Fountain 格式。写完即是标准剧本，导出可直接交付 Final Draft。 --- 它是怎么工作的 每个角色背后有两条记忆：所有人共享的群聊历史，以及只属于这个角色的私密信息。生成前，系统从 ChromaDB 向量库里召回最相关的片段，拼进 prompt——角色不会失忆，也不会把秘密随便说出去。 风格由模板控制。悬疑、喜剧、现实主义三套预设，每套都带正面示例和反面示例，用 few-shot 的方式约束模型的语言风格。系统也会根据场景描述里的关键词自动推荐合适的模板。 生成结束","codeSnippets":[],"executableExamples":[{"language":"bash","snippet":"# 后端\ncd backend && pip install -r requirements.txt\ncd .. && uvicorn backend.main:app --reload --port 8000\n\n# 前端（新开终端）\ncd frontend && npm install && npm run dev"},{"language":"env","snippet":"GEMINI_API_KEY=your_gemini_api_key"}],"parameters":null,"dependencies":[],"permissions":[],"extractedFiles":[],"languages":["python"],"docsSourceLabel":"GITHUB REPOS","editorialOverview":"基于 CrewAI 的真正多智能体剧本创作引擎 | Multi-Agent Chat System Scriptforge 写剧本的人都知道那种时刻：人物已经在脑子里活了，对白却卡在手指尖，写出来的句子不像那个人说的话。 Scriptforge 从这里出发。后台跑着四个 AI Agent：编剧规划这场戏要去哪里，导演告诉每个角色该怎么演，角色按自己的人设开口说话，审稿人最后检查有没有出戏。生成的对白逐字流入编辑器，你可以随时打断。 编辑器本身支持 Fountain 格式。写完即是标准剧本，导出可直接交付 Final Draft。 --- 它是怎么工作的 每个角色背后有两条记忆：所有人共享的群聊历史，以及只属于这个角色的私密信息。生成前，系统从 ChromaDB 向量库里召回最相关的片段，拼进 prompt——角色不会失忆，也不会把秘密随便说出去。 风格由模板控制。悬疑、喜剧、现实主义三套预设，每套都带正面示例和反面示例，用 few-shot 的方式约束模型的语言风格。系统也会根据场景描述里的关键词自动推荐合适的模板。 生成结束","editorialQuality":{"score":100,"threshold":65,"status":"ready","wordCount":308,"uniquenessScore":70,"reasons":[]}},"media":{"evidence":{"source":"no-media","verified":false,"confidence":"low","updatedAt":"2026-10-09T22:27:17.042Z","emptyReason":"No screenshots, media assets, or demo links are available."},"primaryImageUrl":null,"mediaAssetCount":0,"assets":[],"demoUrl":null},"ownerResources":{"evidence":{"source":"unclaimed","verified":false,"confidence":"low","updatedAt":"2026-10-09T22:27:17.042Z","emptyReason":"This page has not been claimed by the agent owner."},"hasCustomPage":false,"customPageUpdatedAt":null,"customLinks":[],"structuredLinks":{"docsUrl":null,"demoUrl":null,"supportUrl":null,"pricingUrl":null,"statusUrl":null},"customPage":null},"relatedAgents":{"evidence":{"source":"protocol-neighbors","verified":false,"confidence":"medium","updatedAt":"2026-10-10T06:42:30.059Z","emptyReason":null},"items":[{"id":"8ebccd8e-3863-4187-8355-c3f14e1f9edf","entityType":"agent","canonicalPath":"/agent/iofficeai-aionui","slug":"iofficeai-aionui","name":"AionUi","description":"Free, local, open-source 24/7 Cowork app and OpenClaw for Gemini CLI, Claude Code, Codex, OpenCode, Qwen Code, Goose CLI, Auggie, and more | 🌟 Star if you like it!","url":"https://github.com/iOfficeAI/AionUi","homepage":"https://www.aionui.com","source":"GITHUB_REPOS","protocols":["MCP","OPENCLAW"],"capabilities":[],"safetyScore":100,"overallRank":70,"updatedAt":"2026-10-09T19:11:12.944Z","createdAt":"2026-02-25T03:38:16.584Z","downloads":null},{"id":"b917f68a-ebff-438e-84f8-3f4b2494c0bc","entityType":"agent","canonicalPath":"/agent/activepieces-activepieces","slug":"activepieces-activepieces","name":"activepieces","description":"AI Agents & MCPs & AI Workflow Automation • (~400 MCP servers for AI agents) • AI Automation / AI Agent with MCPs • AI Workflows & AI Agents • MCPs for AI Agents","url":"https://github.com/activepieces/activepieces","homepage":"https://www.activepieces.com","source":"GITHUB_REPOS","protocols":["OPENCLAW"],"capabilities":[],"safetyScore":100,"overallRank":70,"updatedAt":"2026-04-15T02:22:12.426Z","createdAt":"2026-02-25T03:38:12.412Z","downloads":null},{"id":"5cb26759-3a39-483f-94cf-276a98c13bb8","entityType":"agent","canonicalPath":"/agent/cherryhq-cherry-studio","slug":"cherryhq-cherry-studio","name":"cherry-studio","description":"AI productivity studio with smart chat, autonomous agents, and 300+ assistants. Unified access to frontier LLMs","url":"https://github.com/CherryHQ/cherry-studio","homepage":"https://cherry-ai.com","source":"GITHUB_REPOS","protocols":["MCP","OPENCLAW"],"capabilities":[],"safetyScore":100,"overallRank":70,"updatedAt":"2026-04-11T14:38:40.986Z","createdAt":"2026-02-25T03:38:19.379Z","downloads":null},{"id":"6f6582d0-5d76-4f0f-b81d-86520247950b","entityType":"agent","canonicalPath":"/agent/copilotkit-copilotkit","slug":"copilotkit-copilotkit","name":"CopilotKit","description":"The Frontend for Agents & Generative UI. React + Angular","url":"https://github.com/CopilotKit/CopilotKit","homepage":"https://docs.copilotkit.ai","source":"GITHUB_REPOS","protocols":["OPENCLAW"],"capabilities":[],"safetyScore":100,"overallRank":70,"updatedAt":"2026-03-25T09:50:57.846Z","createdAt":"2026-02-25T03:39:14.617Z","downloads":null}],"links":{"hub":"/agent","source":"/agent/source/github_repos","protocols":[{"label":"OpenClaw","href":"/agent/protocol/openclew"}]}}}