{"slug":"sanshengai-sansheng-distill","name":"Sansheng Distill","description":"A Claude Code skill that distills books or video series into a single interactive HTML knowledge map.","long_description":"# sansheng-distill · 书籍蒸馏引擎\n\n> 把一本书(或一组视频),熬成一张能点、能跳、越读越厚的**单文件交互网页**。\n\n**中文** | [English](./README_EN.md)\n\n<p align=\"center\">\n  <img src=\"assets/demo.gif\" alt=\"用蒸馏 skill 处理尤瓦尔·赫拉利四本书的成品演示\" width=\"100%\">\n  <br>\n  <sub><em>▲ 用它把尤瓦尔·赫拉利的四本书蒸成一个作品集页:作者思想演变、概念漂移、母题红线、跨书互链(12 秒静音循环预览)</em></sub>\n</p>\n\n## 这是什么\n\n丢给它一本书(`.epub` / `.pdf` / `.txt` / `.azw3` / `.mobi`),或一组视频,它跑完一条多步管线,吐出**一个可以直接双击打开的单文件 HTML 页** —— 不联网、不依赖服务器,一个文件就是全部。\n\n它不是\"摘要\"。摘要是把书压短、读完就扔;蒸馏是把书**拆成一张知识地图**:凝练成一句公式、一张可点的思维导图、一章章能单独展开的精读、一组读完回看的自检问句,再联网补上作者档案、正反书评、跨书观点,并和你蒸过的其他书自动互链。**AI 拆书是拿来当地图,不是替你读原书** —— 这句话一直挂在页面底部。\n\n## 先看产出,再决定装不装\n\n它不是一个有界面的软件,没有\"操作截图\"可看 —— 但它的**成果**是可视的。下面是真实产出(用赫拉利四本书蒸的作品集,以及单本《人类简史》的蒸馏页):\n\n<table>\n<tr>\n<td width=\"50%\"><img src=\"assets/01-at-a-glance.png\" width=\"100%\"><br><sub><b>全书速览 + 餐巾纸公式</b> —— 真封面、一句公式、核心主张、思维导图、关键金句,一屏抓住全书骨架。</sub></td>\n<td width=\"50%\"><img src=\"assets/02-mindmap.png\" width=\"100%\"><br><sub><b>可点跳思维导图</b> —— 节点可展开,点一下跳到对应章节。</sub></td>\n</tr>\n<tr>\n<td><img src=\"assets/03-chapter-deep-read.png\" width=\"100%\"><br><sub><b>逐章精读</b> —— 每章单独展开,忠实转述。</sub></td>\n<td><img src=\"assets/04-core-idea.png\" width=\"100%\"><br><sub><b>核心一击</b> —— 全书最反直觉的论点做成可视化。</sub></td>\n</tr>\n<tr>\n<td><img src=\"assets/05-action-checklist.png\" width=\"100%\"><br><sub><b>行动清单</b> —— 决策规则、心智模型、行动路线图。</sub></td>\n<td><img src=\"assets/06-critique.png\" width=\"100%\"><br><sub><b>批判与盲点</b> —— 作者盲点、时代局限,附正反书评来源。</sub></td>\n</tr>\n</table>\n\n## 它到底帮你做什么 —— 一页里的五段阅读漏斗\n\n一本书蒸完,是一页从\"3 秒速览\"层层展开到\"深挖到底\"的阅读漏斗:\n\n| 段 | 你看到什么 |\n|---|---|\n| **① 全书速览** | 真封面 + 一句\"餐巾纸公式\" + 核心主张 + 可点思维导图 + 关键金句 —— 3 秒抓住全书骨架 |\n| **② 逐章精读** | 每章 800-1500 字忠实转述,可单独展开,不是标签式提炼 |\n| **③ 核心一击** | 把全书最反直觉的那个论点,单独做成一张可视化 |\n| **④ 行动 & 自检** | 因果链、心智模型、决策规则,配一组读完回看的自检问句(纯浏览、无打分) |\n| **⑤ 该信几分 / 再往下** | 批判段、内在张力、正反书评、同类书、跨书回声、作者档案 —— 全带可点来源 |\n\n再叠上三个交互层:**可点跳思维导图**(自绘 SVG,无第三方库) · **7 套主题一键切换** · **跨书知识互链**(蒸的书越多,网越密)。\n\n蒸一整套书(如赫拉利四本)时,还会额外合成一个**作者作品集页**:思想演变时间线、概念在不同书里的漂移、贯穿多书的母题红线、\"该从哪本读起\"的路线 —— 就是顶部演示里那个页面。\n\n## 还能蒸「一个人」,不只是「一部作品」(v0.5.0)\n\n上面说的都是把**一部作品**蒸成","tagline":"Claude Code skill: distill a book or video series into one interactive single-file HTML · 书籍/视频深度蒸馏","category":"research","tags":["claude-code","book-distillation","interactive-html","knowledge-map","video-series"],"author":"sanshengai","verified":false,"attribution":{"status":"community_indexed","statusLabel":"Community indexed","shortLabel":"COMMUNITY INDEXED","sourceLabel":"OpenAgentSkill auto-indexer","sourceDetail":"sanshengai/sansheng-distill","creatorName":"sanshengai","creatorUrl":"https://github.com/sanshengai","sourceUrl":"https://github.com/sanshengai/sansheng-distill","indexedBy":"OpenAgentSkill community index","claimUrl":"https://www.openagentskill.com/skills/sanshengai-sansheng-distill#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. 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issue activity unavailable in current metadata"]},"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":["research","claude-code","book-distillation","interactive-html","knowledge-map","video-series"],"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":["Low GitHub adoption signal","Quality score needs review","GitHub adoption: 19 GitHub stars","Stars/forks activity: 19 stars, 2 forks; issue activity unavailable in current metadata"]},"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":66,"level":"review_before_install","label":"Review before install","safety_tier":{"tier":"reviewed","label":"Reviewed with permission notes","badge":"REVIEWED","summary":"Usable candidate, but the agent should surface permission and audit notes before installation.","recommended_action":"Require human approval before installing into a real workspace.","auto_install_policy":"review","reasons":["Low GitHub adoption signal","66/100 agent safety score"]},"auto_install_allowed":false,"human_review_required":true,"blocked":false,"audit_risk":"needs_review","permission_hints":[{"id":"network","label":"Network access","reason":"Skill likely fetches remote pages, APIs, repositories, or external services.","severity":"medium"},{"id":"filesystem","label":"Filesystem access","reason":"Skill may read or write project files, documents, generated artifacts, or local workspace state.","severity":"medium"}],"policy_warnings":["Low GitHub adoption signal"],"constraints_applied":{"max_risk":"medium","needs_install_command":true,"min_stars":0}},"safety_gate":{"tier":"reviewed","label":"Reviewed with permission notes","badge":"REVIEWED","auto_install_policy":"review","auto_install_allowed":false,"blocked":false,"human_review_required":true,"recommended_action":"Require human approval before installing into a real workspace.","reasons":["Low GitHub adoption signal","66/100 agent safety score"]},"eval":{"version":"openagentskill-skill-eval-v1","status":"review","score":75,"risk_level":"medium","decision":{"recommendation":"manual_review","reason":"Require human approval before installing into a real workspace.","auto_install_allowed":false,"policy":"review","human_review_required":true},"blockers":[],"warnings":["Trust score: Good trust signals with a few areas worth checking before rollout.","Audit score: Needs review","Agent safety gate: Usable candidate, but the agent should surface permission and audit notes before installation.","Low GitHub adoption signal","Quality score needs review","GitHub adoption: 19 GitHub stars","Stars/forks activity: 19 stars, 2 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 Sansheng Distill before installing it in an agent workflow","research","RAG and knowledge 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 sanshengai/sansheng-distill"]},{"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 sanshengai/sansheng-distill"]},{"id":"trust_score","label":"Trust score","status":"warn","score":78,"required_for_auto_install":true,"detail":"Good trust signals with a few areas worth checking before rollout.","evidence":["Strong shortlist","19 GitHub stars","MIT"]},{"id":"audit_score","label":"Audit score","status":"warn","score":82,"required_for_auto_install":true,"detail":"Needs review","evidence":["Low GitHub adoption signal"]},{"id":"agent_safety_gate","label":"Agent safety gate","status":"warn","score":66,"required_for_auto_install":true,"detail":"Usable candidate, but the agent should surface permission and audit notes before installation.","evidence":["Require human approval before installing into a real workspace.","Low GitHub adoption signal"]},{"id":"readme_skillmd_completeness","label":"README/SKILL.md completeness","status":"pass","score":100,"required_for_auto_install":false,"detail":"Metadata includes enough usage and workflow context","evidence":["Strong README/SKILL.md context"]},{"id":"license_clarity","label":"License clarity","status":"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":"9d since push","evidence":["9d since push"]},{"id":"permission_surface","label":"Permission surface","status":"pass","score":86,"required_for_auto_install":true,"detail":"filesystem or document access","evidence":["Network access: medium","Filesystem access: medium"]},{"id":"alternatives","label":"Alternatives available","status":"info","score":55,"required_for_auto_install":false,"detail":"No close alternatives were found in the current shortlist.","evidence":[]}],"endpoints":{"web":"https://www.openagentskill.com/skills/sanshengai-sansheng-distill/evals","api":"/api/agent/evals?slug=sanshengai-sansheng-distill","text":"/api/agent/evals?slug=sanshengai-sansheng-distill&format=text"}},"agent_readable_metadata":{"version":"openagentskill-agent-metadata-v2","skill":{"slug":"sanshengai-sansheng-distill","name":"Sansheng Distill","description":"A Claude Code skill that distills books or video series into a single interactive HTML knowledge map.","category":"research","url":"https://www.openagentskill.com/skills/sanshengai-sansheng-distill","repository":"https://github.com/sanshengai/sansheng-distill","github_repo":"sanshengai/sansheng-distill"},"suited_tasks":["RAG and knowledge workflows","Claude Code teams","builders willing to evaluate younger projects","Chunk documents","Create embeddings","Retrieve and cite relevant passages","Search sources","Extract claims"],"suited_agents":["Python","Codex","Claude Code","Cursor","OpenAgentSkill CLI","CLI"],"install":{"command":"npx skills add sanshengai/sansheng-distill","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 sanshengai-sansheng-distill"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"Sansheng Distill\" agent skill from https://github.com/sanshengai/sansheng-distill. 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: A Claude Code skill that distills books or video series into a single interactive HTML knowledge map. 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\":\"sanshengai-sansheng-distill\",\"task\":\"Install Sansheng Distill\",\"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 \"Sansheng Distill\" as a Claude Code skill from https://github.com/sanshengai/sansheng-distill. 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: A Claude Code skill that distills books or video series into a single interactive HTML knowledge map. 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\":\"sanshengai-sansheng-distill\",\"task\":\"Install Sansheng Distill\",\"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 \"Sansheng Distill\" from https://github.com/sanshengai/sansheng-distill 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: A Claude Code skill that distills books or video series into a single interactive HTML knowledge map. 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\":\"sanshengai-sansheng-distill\",\"task\":\"Install Sansheng Distill\",\"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/sanshengai-sansheng-distill/install","manifest_url":"https://www.openagentskill.com/api/registry/manifest/sanshengai-sansheng-distill"},"trust":{"score":78,"label":"Strong shortlist","version":"trust-score-v4","install_policy":"human_review_before_install","evidence":{"stars":"19 GitHub stars","repoActivity":"19 stars, 2 forks","lastPushed":"9d since push","license":"MIT","repository":"https://github.com/sanshengai/sansheng-distill","install":"npx skills add sanshengai/sansheng-distill","installSafety":"standard package or runtime install path","permissionSurface":"filesystem or document access","documentation":"Strong README/SKILL.md context","agentOutcomes":"No agent outcome data yet"},"outcome_evidence":{"total":0,"successes":0,"failures":0,"not_relevant":0,"success_rate":null,"recent_success_rate":null,"recent_failure_rate":null,"install_attempts":0,"install_success_rate":null,"risk_blocked":0,"setup_required":0,"avg_output_quality":null,"production_outcomes":0,"last_outcome_at":null,"label":"No agent outcome data yet"},"auto_install":{"allowed":false,"sandbox_required":true,"reason":"Human review or sandbox validation is required before automatic installation."},"best_for":["research","claude-code","book-distillation","interactive-html","knowledge-map","video-series"],"known_risks":["Low GitHub adoption signal","Quality score needs review","GitHub adoption: 19 GitHub stars","Stars/forks activity: 19 stars, 2 forks; issue activity unavailable in current metadata"]},"agent_proven":{"version":"agent-proven-v1","score":0,"tier":"unproven","label":"Needs first agent run","summary":"No agent outcome reports yet. 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issue activity unavailable in current metadata","Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface"],"agent_contract":{"task_input":"Use Sansheng Distill in an agent workflow","recommended_action":"Require human approval before installing into a real workspace.","install_policy":"review","minimum_review_before_use":["Trust: 78/100 Strong shortlist","Audit: 82/100 Needs review","Safety: 66/100 Review before install","Review repository, license, install command, and permission surface before production use."],"expected_agent_output":{"selected_skill":"sanshengai-sansheng-distill (Sansheng Distill)","install_command":"npx skills add sanshengai/sansheng-distill","risk_summary":"Needs review; Reviewed with permission notes; Review before production","verification_result":"Report the smallest successful task, files touched, warnings, and any missing setup."}},"outcome_feedback":{"endpoint":"https://www.openagentskill.com/api/agent/outcome","method":"POST","requires_resolve_event_id":true,"event_id_source":"Use install_receipt.outcome_feedback.event_id or feedback.event_id returned by /api/agent/resolve for the current task.","expected_outcomes":["success","failed","not_relevant","blocked_by_risk","setup_required"],"payload_template":{"event_id":"<install_receipt.outcome_feedback.event_id or feedback.event_id from /api/agent/resolve>","skill_slug":"sanshengai-sansheng-distill","task":"Use Sansheng Distill 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/sanshengai-sansheng-distill","api":"https://www.openagentskill.com/api/agent/skills/sanshengai-sansheng-distill","audit":"https://www.openagentskill.com/skills/sanshengai-sansheng-distill/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=sanshengai-sansheng-distill&task=Use%20Sansheng%20Distill%20in%20an%20agent%20workflow&max_risk=medium","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Use%20Sansheng%20Distill%20in%20an%20agent%20workflow&agent=codex&max_risk=medium","receipt":"https://www.openagentskill.com/api/agent/receipt?task=Use%20Sansheng%20Distill%20in%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text","install":"https://www.openagentskill.com/api/skills/sanshengai-sansheng-distill/install","manifest":"https://www.openagentskill.com/api/registry/manifest/sanshengai-sansheng-distill"}},"machine_metadata":{"version":"openagentskill-agent-metadata-v2","skill":{"slug":"sanshengai-sansheng-distill","name":"Sansheng Distill","description":"A Claude Code skill that distills books or video series into a single interactive HTML knowledge map.","category":"research","url":"https://www.openagentskill.com/skills/sanshengai-sansheng-distill","repository":"https://github.com/sanshengai/sansheng-distill","github_repo":"sanshengai/sansheng-distill"},"suited_tasks":["RAG and knowledge workflows","Claude Code teams","builders willing to evaluate younger projects","Chunk documents","Create embeddings","Retrieve and cite relevant passages","Search sources","Extract claims"],"suited_agents":["Python","Codex","Claude Code","Cursor","OpenAgentSkill CLI","CLI"],"install":{"command":"npx skills add sanshengai/sansheng-distill","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 sanshengai-sansheng-distill"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"Sansheng Distill\" agent skill from https://github.com/sanshengai/sansheng-distill. 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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: A Claude Code skill that distills books or video series into a single interactive HTML knowledge map. 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\":\"sanshengai-sansheng-distill\",\"task\":\"Install Sansheng Distill\",\"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 \"Sansheng Distill\" from https://github.com/sanshengai/sansheng-distill 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: A Claude Code skill that distills books or video series into a single interactive HTML knowledge map. 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\":\"sanshengai-sansheng-distill\",\"task\":\"Install Sansheng Distill\",\"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/sanshengai-sansheng-distill/install","manifest_url":"https://www.openagentskill.com/api/registry/manifest/sanshengai-sansheng-distill"},"trust":{"score":78,"label":"Strong shortlist","version":"trust-score-v4","install_policy":"human_review_before_install","evidence":{"stars":"19 GitHub stars","repoActivity":"19 stars, 2 forks","lastPushed":"9d since push","license":"MIT","repository":"https://github.com/sanshengai/sansheng-distill","install":"npx skills add sanshengai/sansheng-distill","installSafety":"standard package or runtime install path","permissionSurface":"filesystem or document access","documentation":"Strong README/SKILL.md context","agentOutcomes":"No agent outcome data yet"},"outcome_evidence":{"total":0,"successes":0,"failures":0,"not_relevant":0,"success_rate":null,"recent_success_rate":null,"recent_failure_rate":null,"install_attempts":0,"install_success_rate":null,"risk_blocked":0,"setup_required":0,"avg_output_quality":null,"production_outcomes":0,"last_outcome_at":null,"label":"No agent outcome data yet"},"auto_install":{"allowed":false,"sandbox_required":true,"reason":"Human review or sandbox validation is required before automatic installation."},"best_for":["research","claude-code","book-distillation","interactive-html","knowledge-map","video-series"],"known_risks":["Low GitHub adoption signal","Quality score needs review","GitHub adoption: 19 GitHub stars","Stars/forks activity: 19 stars, 2 forks; issue activity unavailable in current metadata"]},"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":82,"risk_level":"needs_review","risk_label":"Needs review","warnings":["Low GitHub adoption signal","Quality score needs review","GitHub adoption: 19 GitHub stars","Stars/forks activity: 19 stars, 2 forks; issue activity unavailable in current metadata"]},"safety_gate":{"tier":"reviewed","label":"Reviewed with permission notes","auto_install_policy":"review","auto_install_allowed":false,"human_review_required":true,"blocked":false,"recommended_action":"Require human approval before installing into a real workspace."},"quality":{"score":71,"label":"Strong"},"supply":{"track":"Research and knowledge work","scenario":"RAG and knowledge","maintenance":"9d since push","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","Quality score needs review","GitHub adoption: 19 GitHub stars","Stars/forks activity: 19 stars, 2 forks; issue activity unavailable in current metadata","Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface"],"agent_contract":{"task_input":"Use Sansheng Distill in an agent workflow","recommended_action":"Require human approval before installing into a real workspace.","install_policy":"review","minimum_review_before_use":["Trust: 78/100 Strong shortlist","Audit: 82/100 Needs review","Safety: 66/100 Review before install","Review repository, license, install command, and permission surface before production use."],"expected_agent_output":{"selected_skill":"sanshengai-sansheng-distill (Sansheng Distill)","install_command":"npx skills add sanshengai/sansheng-distill","risk_summary":"Needs review; Reviewed with permission notes; Review before production","verification_result":"Report the smallest successful task, files touched, warnings, and any missing setup."}},"outcome_feedback":{"endpoint":"https://www.openagentskill.com/api/agent/outcome","method":"POST","requires_resolve_event_id":true,"event_id_source":"Use install_receipt.outcome_feedback.event_id or feedback.event_id returned by /api/agent/resolve for the current task.","expected_outcomes":["success","failed","not_relevant","blocked_by_risk","setup_required"],"payload_template":{"event_id":"<install_receipt.outcome_feedback.event_id or feedback.event_id from /api/agent/resolve>","skill_slug":"sanshengai-sansheng-distill","task":"Use Sansheng Distill 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/sanshengai-sansheng-distill","api":"https://www.openagentskill.com/api/agent/skills/sanshengai-sansheng-distill","audit":"https://www.openagentskill.com/skills/sanshengai-sansheng-distill/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=sanshengai-sansheng-distill&task=Use%20Sansheng%20Distill%20in%20an%20agent%20workflow&max_risk=medium","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Use%20Sansheng%20Distill%20in%20an%20agent%20workflow&agent=codex&max_risk=medium","receipt":"https://www.openagentskill.com/api/agent/receipt?task=Use%20Sansheng%20Distill%20in%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text","install":"https://www.openagentskill.com/api/skills/sanshengai-sansheng-distill/install","manifest":"https://www.openagentskill.com/api/registry/manifest/sanshengai-sansheng-distill"}},"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":"rag-knowledge","title":"RAG and knowledge"},{"slug":"research-agents","title":"Research agents"},{"slug":"document-processing","title":"Document processing"}]},"applicableAgents":["Claude Code","CLI","Codex","Cursor","Python"],"install":{"ready":true,"command":"npx skills add sanshengai/sansheng-distill","primaryTarget":"CLI","targetCount":4},"githubQuality":{"stars":19,"starsLabel":"19","forks":2,"license":"MIT","qualityScore":71,"trustScore":78,"auditScore":82},"maintenance":{"status":"fresh","label":"9d since push","daysSincePush":9,"lastPushedAt":"2026-08-13T23:38:33+00:00"},"risk":{"level":"needs_review","label":"Needs review","requiresReview":true,"notes":["Low GitHub adoption signal","Quality score needs review","GitHub adoption: 19 GitHub stars","Stars/forks activity: 19 stars, 2 forks; issue activity unavailable in current metadata","Needs review"]},"coverageTags":["Research","RAG and knowledge","claude-code","book-distillation","interactive-html","knowledge-map","video-series","Python"]},"audit":{"audit_score":82,"risk_level":"needs_review","risk_label":"Needs review","quality_score":71,"trust_score":78,"maintenance_score":100,"security_score":87,"install_score":92,"warnings":["Low GitHub adoption signal","Quality score needs review","GitHub adoption: 19 GitHub stars","Stars/forks activity: 19 stars, 2 forks; issue activity unavailable in current metadata"]},"quality_signals":{"model":"v2","star_score":9.11,"usage_score":0,"review_score":12.3,"metadata_score":7,"freshness_score":15},"platforms":["Python","Claude Code"],"use_cases":[{"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"},{"slug":"document-processing","title":"Document processing","url":"https://www.openagentskill.com/use-cases/document-processing"},{"slug":"web-scraping","title":"Web scraping","url":"https://www.openagentskill.com/use-cases/web-scraping"}],"stacks":[{"slug":"rag-knowledge-base","title":"RAG knowledge base","url":"https://www.openagentskill.com/collections/rag-knowledge-base"},{"slug":"research-report-agent","title":"Research report agent","url":"https://www.openagentskill.com/collections/research-report-agent"},{"slug":"web-data-pipeline","title":"Web data pipeline","url":"https://www.openagentskill.com/collections/web-data-pipeline"}],"install":"npx skills add sanshengai/sansheng-distill","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 sanshengai-sansheng-distill","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 \"Sansheng Distill\" agent skill from https://github.com/sanshengai/sansheng-distill. 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: A Claude Code skill that distills books or video series into a single interactive HTML knowledge map. 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\":\"sanshengai-sansheng-distill\",\"task\":\"Install Sansheng Distill\",\"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 \"Sansheng Distill\" as a Claude Code skill from https://github.com/sanshengai/sansheng-distill. 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: A Claude Code skill that distills books or video series into a single interactive HTML knowledge map. 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\":\"sanshengai-sansheng-distill\",\"task\":\"Install Sansheng Distill\",\"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 \"Sansheng Distill\" from https://github.com/sanshengai/sansheng-distill 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: A Claude Code skill that distills books or video series into a single interactive HTML knowledge map. 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\":\"sanshengai-sansheng-distill\",\"task\":\"Install Sansheng Distill\",\"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/sanshengai/sansheng-distill","github_repo":"sanshengai/sansheng-distill","version":"1.0.0","license":"MIT","urls":{"web":"https://www.openagentskill.com/skills/sanshengai-sansheng-distill","repository":"https://github.com/sanshengai/sansheng-distill","api":"/api/agent/skills/sanshengai-sansheng-distill","install_api":"/api/skills/sanshengai-sansheng-distill/install"},"meta":{"created_at":"2026-08-14T01:36:04.782978+00:00","updated_at":"2026-08-18T17:22:21.819119+00:00","agent_friendly":true}}