{"slug":"leonchaox-research-proposal","name":"research-proposal","description":"Generate academic research proposals for PhD applications. Use when user asks to \"write a research proposal\", \"create PhD proposal\", \"generate research plan\", \"撰写研究计划\", \"写博士申请\", \"doctoral proposal\", or mentions specific research topics for PhD application. Supports STEM, humanities, and social sciences with field-specific adaptations. Follows Nature Reviews-style academic writing conventions. Supports both English and Chinese output based on user preference.","long_description":"---\nname: research-proposal\ndescription: >\n  Generate academic research proposals for PhD applications.\n  Use when user asks to \"write a research proposal\", \"create PhD proposal\",\n  \"generate research plan\", \"撰写研究计划\", \"写博士申请\", \"doctoral proposal\",\n  or mentions specific research topics for PhD application. Supports STEM,\n  humanities, and social sciences with field-specific adaptations.\n  Follows Nature Reviews-style academic writing conventions.\n  Supports both English and Chinese output based on user preference.\nmetadata:\n  author: user\n  version: \"1.0.0\"\nallowed-tools:\n  - WebSearch\n  - Read\n  - Write\n  - Edit\n  - AskUserQuestion\n  - Task\n  - Glob\n  - Grep\n  - mcp__zotero__zotero_search_items\n  - mcp__zotero__zotero_get_item_metadata\n  - mcp__zotero__zotero_get_item_fulltext\n  - mcp__zotero__zotero_get_annotations\n  - mcp__zotero__zotero_get_notes\n  - mcp__zotero__zotero_search_notes\n  - mcp__zotero__zotero_semantic_search\n  - mcp__zotero__zotero_advanced_search\n---\n\n# Research Proposal Generator\n\nGenerate high-quality academic research proposals for PhD applications following Nature Reviews-style academic writing conventions.\n\n## Overview\n\nThis skill guides the generation of research proposals through a structured 5-phase workflow:\n\n1. **Requirements Gathering** - Collect research topic, domain, language preferences\n2. **Literature Collection** - Gather relevant literature from multiple sources\n3. **Outline Generation** - Create structured outline for user approval\n4. **Content Writing** - Generate full proposal based on approved outline\n5. **Output & Review** - Deliver Markdown file with quality checklist\n\n**Target Output**: 2,000-4,000 words (default ~3,000 words) for PhD applications.\n\n---\n\n## Phase 1: Requirements Gathering\n\nUse `AskUserQuestion` to collect the following information:\n\n### Required Information\n\n1. **Research Topic/Direction**\n   - What is the core research question or area?\n   - Any specific problems to address?\n\n2. **Academic Domain**\n   - STEM (Science, Technology, Engineering, Mathematics)\n   - Humanities (History, Philosophy, Literature, Languages)\n   - Social Sciences (Sociology, Psychology, Economics, Political Science)\n\n3. **Output Language**\n   - English\n   - 中文 (Chinese)\n\n4. **Target Word Count**\n   - Default: 3,000 words\n   - Range: 2,000-4,000 words (humanities may extend to 10,000)\n\n### Optional Information\n\n5. **Target Institution(s)**\n   - University/research group names\n   - Specific faculty members of interest\n\n6. **Existing Materials**\n   - User's prior research or publications\n   - Relevant literature already collected in Zotero\n\n### Example Questions\n\n```\nQuestions to ask the user:\n\n1. \"What is your research topic or direction? Please describe the core question or problem you want to investigate.\"\n\n2. \"Which academic domain does your research belong to?\"\n   - STEM (Science, Technology, Engineering, Mathematics)\n   - Humanities (History, Philosophy, Literature)\n   - Social Sciences (Sociology, Psychology, Economics)\n\n3. \"What language should the proposal be written in?\"\n   - English\n   - 中文 (Chinese)\n\n4. \"Do you have a target word count? (Default: ~3,000 words)\"\n\n5. \"Are you applying to specific institutions or working with particular faculty?\"\n\n6. \"Have you uploaded relevant literature to your Zotero library that I should reference?\"\n```\n\n---\n\n## Phase 2: Literature Collection\n\n### Literature Sources Strategy\n\n```\n┌─────────────────────────────────────────────────────────┐\n│                    Literature Sources                    │\n├─────────────────────────────────────────────────────────┤\n│  General Info    →  WebSearch (trends, news, reviews)   │\n│  Open Access     →  arXiv, PubMed (preprints, OA papers)│\n│  Closed Access   →  Zotero MCP (user's uploaded papers) │\n└─────────────────────────────────────────────────────────┘\n```\n\n### Using WebSearch\n\nSearch for:\n- Recent review articles and meta-analyses\n- Research trends and emerging topics\n- News about breakthroughs in the field\n- Methodological advances\n\nExample searches:\n```\n\"{topic} systematic review 2024 2025\"\n\"{topic} research trends future directions\"\n\"{topic} methodology recent advances\"\n```\n\n### Using Zotero MCP\n\n**IMPORTANT**: Remind users to upload relevant closed-access literature to Zotero before starting.\n\n#### Search User's Library\n\n```\n# Search by topic keywords\nUse: mcp__zotero__zotero_search_items\nParameters: query = \"{research topic keywords}\"\n\n# Advanced search with filters\nUse: mcp__zotero__zotero_advanced_search\nParameters: conditions based on author, title, year, tags\n\n# Semantic search for related papers\nUse: mcp__zotero__zotero_semantic_search\nParameters: query = \"{research question}\"\n```\n\n#### Retrieve Paper Content\n\n```\n# Get full text content\nUse: mcp__zotero__zotero_get_item_fulltext\nParameters: item_key = \"{item key from search}\"\n\n# Get user's annotations and highlights\nUse: mcp__zotero__zotero_get_annotations\nParameters: item_key = \"{item key}\"\n\n# Get user's notes\nUse: mcp__zotero__zotero_get_notes\nParameters: item_key = \"{item key}\"\n```\n\n### Literature Organization\n\nOrganize collected literature into categories:\n1. **Background/Context** - Foundational papers establishing the field\n2. **Current State** - Recent advances and state-of-the-art\n3. **Research Gap** - Papers identifying limitations or open questions\n4. **Methodology** - Papers with relevant methods to adopt/adapt\n5. **Related Work** - Adjacent research areas for comparison\n\n---\n\n## Phase 3: Outline Generation\n\n### Proposal Structure by Domain\n\nRead the reference file for domain-specific guidance:\n- `references/STRUCTURE_GUIDE.md` - Detailed section guidelines\n- `references/DOMAIN_TEMPLATES.md` - STEM vs Humanities differences\n\n### Standard Outline Template\n\n```markdown\n# [Research Title]\n\n## Abstract (150-300 words, 5-10%)\n- Research problem summary\n- Research questions/objectives\n- Methodology overview\n- Expected significance\n\n## 1. Introduction (500-800 words, 15-20%)\n### 1.1 Background and Context\n### 1.2 Problem Statement\n### 1.3 Research Questions/Objectives\n### 1.4 Scope and Delimitations\n\n## 2. Literature Review (500-1000 words, 20-25%)\n### 2.1 Theoretical Framework\n### 2.2 Current State of Research\n### 2.3 Research Gap Analysis\n### 2.4 Positioning of This Study\n\n## 3. Methodology (500-800 words, 20-25%)\n### 3.1 Research Design\n### 3.2 Data Collection Methods\n### 3.3 Data Analysis Approach\n### 3.4 Validity and Limitations\n\n## 4. Timeline (200-300 words, 5-10%)\n### 4.1 Research Phases\n### 4.2 Key Milestones\n### 4.3 Gantt Chart (optional)\n\n## 5. Significance and Expected Contributions (200-400 words, 10-15%)\n### 5.1 Theoretical Contributions\n### 5.2 Practical Implications\n### 5.3 Broader Impact\n\n## References (minimum 40 references)\n```\n\n**Note**: Do NOT include Appendix sections. All essential content should be integrated into the main body.\n\n### User Confirmation\n\n**CRITICAL**: Present the outline to the user and wait for confirmation before proceeding to content generation.\n\n```\nPresent the generated outline and ask:\n\n\"Here is the proposed outline for your research proposal:\n\n[Display outline with section titles and estimated word counts]\n\nPlease review and let me know:\n1. Is the overall structure acceptable?\n2. Would you like to add, remove, or modify any sections?\n3. Should any section receive more/less emphasis?\n\nI will proceed with content generation once you approve the outline.\"\n```\n\n---\n\n## Phase 4: Content Writing\n\n### Writing Style Guidelines\n\nRead and apply: `references/WRITING_STYLE_GUIDE.md`\n\n#### Key Principles\n\n1. **Academic Register**\n   - Formal tone, avoid colloquialisms\n   - Third person preferred, limited first person plural (\"we\")\n   - Precise terminology\n\n2. **Prose-Based Writing Style** (CRITICAL)\n\n   **AVOID point-by-point enumeration.** Academic proposals should read as flowing, connected prose rather than bulleted lists or numbered items. Use transitional phrases and coherent paragraphs to present ideas.\n\n   | Avoid | Use Instead |\n   |-------|-------------|\n   | Bullet points listing objectives | Integrated paragraph describing objectives with transitions |\n   | Numbered lists of contributions | Narrative prose explaining contributions in context |\n   | Tables for methodology steps | Flowing description of research design |\n\n   **When lists ARE appropriate** (use sparingly):\n   - Research questions/objectives (as a focused set of 2-4 items)\n   - Timeline milestones (where tabular format aids clarity)\n   - Technical specifications that require precise enumeration\n\n   **Example transformation:**\n\n   ❌ Poor (point-by-point):\n   ```\n   The contributions include:\n   - Novel segmentation algorithm\n   - Multi-modal fusion framework\n   - Clinical validation study\n   ```\n\n   ✓ Good (prose-based):\n   ```\n   This research is expected to advance the field through several interconnected\n   contributions. First, the development of a novel segmentation algorithm will\n   enable automated plaque detection with accuracy surpassing current methods.\n   Building on this foundation, a multi-modal fusion framework will integrate\n   complementary imaging data to capture plaque characteristics inaccessible to\n   any single modality. Finally, rigorous clinical validation will establish\n   the prognostic value of these computational biomarkers for predicting\n   cardiovascular events.\n   ```\n\n3. **Hedging Language** (Academic Caution)\n\n   | Avoid | Use Instead |\n   |-------|-------------|\n   | \"will prove\" | \"aims to demonstrate\" |\n   | \"definitely\" | \"likely\", \"potentially\" |\n   | \"is obvious\" | \"evidence suggests\" |\n   | \"proves\" | \"indicates\", \"demonstrates\" |\n\n3. **Sentence Templates**\n\n   **Introducing Background:**\n   - \"Over the past decade, [X] has emerged as a critical area of...\"\n   - \"Recent advances in [X] have opened new possibilities for...\"\n\n   **Identifying Gaps:**\n   - \"However, [X] remains poorly understood.\"\n   - \"Despite these advances, significant challenges persist in...\"\n   - \"A critical gap exists in our understanding of...\"\n\n   **Stating Objectives:**\n   - \"This research aims to address [X] by...\"\n   - \"The primary objective of this study is to...\"\n   - \"This proposal seeks to investigate...\"\n\n   **Methodology Justification:**\n   - \"Building on previous work, this study proposes to...\"\n   - \"This approach was selected because...\"\n   - \"[Method] offers several advantages for studying [X]...\"\n\n   **Expected Contributions:**\n   - \"This work has the potential to advance...\"\n   - \"The findings may contribute to...\"\n   - \"This research could provide insights into...\"\n\n4. **Transitions and Connectors**\n   - Addition: Moreover, Furthermore, In addition, Additionally\n   - Contrast: However, Nevertheless, Conversely, On the other hand\n   - Causation: Therefore, Consequently, As a result, Thus\n   - Emphasis: Importantly, Notably, Of particular significance\n   - Sequence: First, Subsequently, Finally, Following this\n\n5. **Paragraph Structure**\n   ```\n   Topic Sentence → Supporting Evidence (with citations) → Synthesis/Implications\n   ```\n   - 4-8 sentences per paragraph\n   - Clear logical progression\n   - Explicit transitions between paragraphs\n\n### Citation Formatting\n\nBased on domain:\n- **STEM**: APA style (Author, Year)\n- **Humanities**: MLA or Chicago style\n- **Social Sciences**: APA or Chicago style\n\nFirst mention of abbreviations: \"coronary CT angiography (CCTA)\"\n\nIntegrate citations into text: \"Recent studies (Smith et al., 2023; Jones, 2024) have demonstrated...\"\n\n### Figure Suggestions\n\n**IMPORTANT**: Include suggestions for figures at appropriate locations throughout the proposal. Figures significantly enhance readability and demonstrate the applicant's ability to communicate complex ideas visually.\n\n#### Figure Placement Guidelines\n\nInsert figure suggestions using the following format:\n\n```markdown\n> **[Figure 1 Suggestion]** *Title: Overview of the proposed research framework*\n> Content: A flowchart or schematic diagram illustrating the three-phase res","tagline":"Generate academic research proposals for PhD applications. Use when user asks to \"write a research proposal\", \"create PhD proposal\", \"generate research plan\", \"撰写研究计划\", \"写博士申请\", \"doctoral proposal\", or mentions specific research topics for PhD application. Supports STEM, humaniti","category":"research","tags":["agent-skill"],"author":"LeonChaoX","verified":false,"attribution":{"status":"registry_indexed","statusLabel":"Registry indexed","shortLabel":"REGISTRY INDEXED","sourceLabel":"github candidate review","sourceDetail":"LeonChaoX/qinyan-academic-skills","creatorName":"LeonChaoX","creatorUrl":"https://github.com/LeonChaoX","sourceUrl":"https://github.com/LeonChaoX/qinyan-academic-skills/tree/main/skills/02-科学写作与学术交流/research-proposal","indexedBy":"OpenAgentSkill community index","claimUrl":"https://www.openagentskill.com/skills/leonchaox-research-proposal#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":867,"forks":75,"verified_installs":0,"successful_runs":0,"total_outcomes":0,"rating":0,"review_count":0,"quality_score":40.67},"quality":{"score":70,"tier":"strong","label":"Strong","summary":"Solid option that is likely worth shortlisting for production workflows.","signals":[{"label":"GitHub stars","value":"867","tone":"positive"},{"label":"Freshness","value":"2mo ago","tone":"positive"},{"label":"Install ready","value":"Yes","tone":"positive"},{"label":"License","value":"MIT","tone":"neutral"}],"warnings":["The skill relies on Zotero MCP tools which may not be available in all environments, but this is optional and gracefully handled."]},"trust":{"version":"trust-score-v5","score":67,"base_score":75,"outcome_confidence":0,"tier":"review","label":"Sandbox only","summary":"Useful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.","recommendedAction":"Run only in a sandbox and compare close alternatives before using it for real work.","decision":{"install_policy":"human_review_before_install","auto_install_allowed":false,"human_review_required":true,"sandbox_first":true,"agent_action":"Compare alternatives before installing.","reasoning":["67/100 Trust Score v5","75/100 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":76,"weight":0.13,"status":"info","detail":"867 GitHub stars"},{"id":"repo_activity","label":"Stars/forks activity","score":71,"weight":0.08,"status":"info","detail":"867 stars, 75 forks; issue activity unavailable in current metadata"},{"id":"maintenance","label":"Recent maintenance","score":88,"weight":0.14,"status":"pass","detail":"2mo since push"},{"id":"license","label":"License clarity","score":86,"weight":0.09,"status":"pass","detail":"MIT"},{"id":"documentation","label":"README/SKILL.md completeness","score":86,"weight":0.14,"status":"pass","detail":"Metadata includes enough usage and workflow context"},{"id":"dependency_risk","label":"Dependency/runtime risk","score":90,"weight":0.12,"status":"pass","detail":"no major dependency risk hints in public metadata"},{"id":"installability","label":"Install availability","score":92,"weight":0.1,"status":"pass","detail":"npx skills add LeonChaoX/qinyan-academic-skills --skill research-proposal"},{"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":86,"weight":0.07,"status":"pass","detail":"filesystem or document access"},{"id":"repository","label":"Repository evidence","score":86,"weight":0.04,"status":"pass","detail":"https://github.com/LeonChaoX/qinyan-academic-skills/tree/main/skills/02-科学写作与学术交流/research-proposal"},{"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":"info","label":"GitHub adoption","detail":"867 GitHub stars"},{"status":"info","label":"Stars/forks activity","detail":"867 stars, 75 forks; issue activity unavailable in current metadata"},{"status":"pass","label":"Recent maintenance","detail":"2mo since push"},{"status":"pass","label":"License clarity","detail":"MIT"},{"status":"pass","label":"README/SKILL.md completeness","detail":"Metadata includes enough usage and workflow context"},{"status":"pass","label":"Dependency/runtime risk","detail":"no major dependency risk hints in public metadata"},{"status":"pass","label":"Install availability","detail":"npx skills add LeonChaoX/qinyan-academic-skills --skill research-proposal"},{"status":"pass","label":"Install command safety","detail":"standard package or runtime install path"},{"status":"pass","label":"Permission surface","detail":"filesystem or document access"},{"status":"pass","label":"Repository evidence","detail":"https://github.com/LeonChaoX/qinyan-academic-skills/tree/main/skills/02-科学写作与学术交流/research-proposal"},{"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":"pass","label":"OpenAgentSkill usage","detail":"2 views, 0 install copies"},{"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","Meaningful GitHub adoption signal","Install command has no obvious high-risk pattern","Outcome loop is ready but needs first real agent run"],"warnings":["The skill relies on Zotero MCP tools which may not be available in all environments, but this is optional and gracefully handled.","Quality score needs review","No real agent outcome reports yet","Human review required before unattended installation"],"evidence":{"stars":"867 GitHub stars","repoActivity":"867 stars, 75 forks","lastPushed":"2mo since push","license":"MIT","repository":"https://github.com/LeonChaoX/qinyan-academic-skills/tree/main/skills/02-科学写作与学术交流/research-proposal","install":"npx skills add LeonChaoX/qinyan-academic-skills --skill research-proposal","installSafety":"standard package or runtime install path","permissionSurface":"filesystem or document access","documentation":"Strong README/SKILL.md context","agentOutcomes":"No agent outcome data yet","agentProvenScore":0,"outcomeConfidence":"0%","installPolicy":"human_review_before_install"},"installReadiness":{"ready":true,"command":"npx skills add LeonChaoX/qinyan-academic-skills --skill research-proposal","policy":"human_review_before_install","label":"Human review before install","notes":["Install path is available","Repository evidence is available","License is declared","No Agent Proven outcome evidence yet","2mo since push","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 relies on Zotero MCP tools which may not be available in all environments, but this is optional and gracefully handled.","Quality score needs review"]},"outcomeEvidence":{"total":0,"successes":0,"failures":0,"notRelevant":0,"successRate":null,"installAttempts":0,"riskBlocked":0,"setupRequired":0,"installSuccessRate":null,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"recentSuccessRate":null,"recentFailureRate":null,"uniqueAgents":0,"agentProvenScore":0,"agentProvenLabel":"Needs first agent run","lastOutcomeAt":null,"label":"No agent outcome data yet"},"autoInstall":{"allowed":false,"sandboxRequired":true,"policy":"human_review_before_install","reason":"Compare alternatives before installing."},"outcome_loop":{"version":"openagentskill-agent-outcome-v4","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","source_version"],"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":["research","agent-skill"],"suited_agents":["Codex","Claude Code","Cursor","OpenAgentSkill CLI"],"install_command":"npx skills add LeonChaoX/qinyan-academic-skills --skill research-proposal","trust_score":67,"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":["research","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 relies on Zotero MCP tools which may not be available in all environments, but this is optional and gracefully handled.","Quality score needs review"],"backward_compatible":{"trust_score_v4":{"version":"trust-score-v4","score":75,"tier":"strong","label":"Strong shortlist","summary":"Good trust signals with a few areas worth checking before rollout."}}},"trust_score_v5":{"version":"trust-score-v5","score":67,"base_score":75,"outcome_confidence":0,"tier":"review","label":"Sandbox only","summary":"Useful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.","recommendedAction":"Run only in a sandbox and compare close alternatives before using it for real work.","decision":{"install_policy":"human_review_before_install","auto_install_allowed":false,"human_review_required":true,"sandbox_first":true,"agent_action":"Compare alternatives before installing.","reasoning":["67/100 Trust Score v5","75/100 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":76,"weight":0.13,"status":"info","detail":"867 GitHub stars"},{"id":"repo_activity","label":"Stars/forks activity","score":71,"weight":0.08,"status":"info","detail":"867 stars, 75 forks; issue activity unavailable in current metadata"},{"id":"maintenance","label":"Recent maintenance","score":88,"weight":0.14,"status":"pass","detail":"2mo since push"},{"id":"license","label":"License clarity","score":86,"weight":0.09,"status":"pass","detail":"MIT"},{"id":"documentation","label":"README/SKILL.md completeness","score":86,"weight":0.14,"status":"pass","detail":"Metadata includes enough usage and workflow context"},{"id":"dependency_risk","label":"Dependency/runtime risk","score":90,"weight":0.12,"status":"pass","detail":"no major dependency risk hints in public metadata"},{"id":"installability","label":"Install availability","score":92,"weight":0.1,"status":"pass","detail":"npx skills add LeonChaoX/qinyan-academic-skills --skill research-proposal"},{"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":86,"weight":0.07,"status":"pass","detail":"filesystem or document access"},{"id":"repository","label":"Repository evidence","score":86,"weight":0.04,"status":"pass","detail":"https://github.com/LeonChaoX/qinyan-academic-skills/tree/main/skills/02-科学写作与学术交流/research-proposal"},{"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":"info","label":"GitHub adoption","detail":"867 GitHub stars"},{"status":"info","label":"Stars/forks activity","detail":"867 stars, 75 forks; issue activity unavailable in current metadata"},{"status":"pass","label":"Recent maintenance","detail":"2mo since push"},{"status":"pass","label":"License clarity","detail":"MIT"},{"status":"pass","label":"README/SKILL.md completeness","detail":"Metadata includes enough usage and workflow context"},{"status":"pass","label":"Dependency/runtime risk","detail":"no major dependency risk hints in public metadata"},{"status":"pass","label":"Install availability","detail":"npx skills add LeonChaoX/qinyan-academic-skills --skill research-proposal"},{"status":"pass","label":"Install command safety","detail":"standard package or runtime install path"},{"status":"pass","label":"Permission surface","detail":"filesystem or document access"},{"status":"pass","label":"Repository evidence","detail":"https://github.com/LeonChaoX/qinyan-academic-skills/tree/main/skills/02-科学写作与学术交流/research-proposal"},{"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":"pass","label":"OpenAgentSkill usage","detail":"2 views, 0 install copies"},{"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","Meaningful GitHub adoption signal","Install command has no obvious high-risk pattern","Outcome loop is ready but needs first real agent run"],"warnings":["The skill relies on Zotero MCP tools which may not be available in all environments, but this is optional and gracefully handled.","Quality score needs review","No real agent outcome reports yet","Human review required before unattended installation"],"evidence":{"stars":"867 GitHub stars","repoActivity":"867 stars, 75 forks","lastPushed":"2mo since push","license":"MIT","repository":"https://github.com/LeonChaoX/qinyan-academic-skills/tree/main/skills/02-科学写作与学术交流/research-proposal","install":"npx skills add LeonChaoX/qinyan-academic-skills --skill research-proposal","installSafety":"standard package or runtime install path","permissionSurface":"filesystem or document access","documentation":"Strong README/SKILL.md context","agentOutcomes":"No agent outcome data yet","agentProvenScore":0,"outcomeConfidence":"0%","installPolicy":"human_review_before_install"},"installReadiness":{"ready":true,"command":"npx skills add LeonChaoX/qinyan-academic-skills --skill research-proposal","policy":"human_review_before_install","label":"Human review before install","notes":["Install path is available","Repository evidence is available","License is declared","No Agent Proven outcome evidence yet","2mo since push","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 relies on Zotero MCP tools which may not be available in all environments, but this is optional and gracefully handled.","Quality score needs review"]},"outcomeEvidence":{"total":0,"successes":0,"failures":0,"notRelevant":0,"successRate":null,"installAttempts":0,"riskBlocked":0,"setupRequired":0,"installSuccessRate":null,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"recentSuccessRate":null,"recentFailureRate":null,"uniqueAgents":0,"agentProvenScore":0,"agentProvenLabel":"Needs first agent run","lastOutcomeAt":null,"label":"No agent outcome data yet"},"autoInstall":{"allowed":false,"sandboxRequired":true,"policy":"human_review_before_install","reason":"Compare alternatives before installing."},"outcome_loop":{"version":"openagentskill-agent-outcome-v4","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","source_version"],"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":["research","agent-skill"],"suited_agents":["Codex","Claude Code","Cursor","OpenAgentSkill CLI"],"install_command":"npx skills add LeonChaoX/qinyan-academic-skills --skill research-proposal","trust_score":67,"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":["research","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 relies on Zotero MCP tools which may not be available in all environments, but this is optional and gracefully handled.","Quality score needs review"],"backward_compatible":{"trust_score_v4":{"version":"trust-score-v4","score":75,"tier":"strong","label":"Strong shortlist","summary":"Good trust signals with a few areas worth checking before rollout."}}},"trust_score_v4":{"version":"trust-score-v4","score":75,"tier":"strong","label":"Strong shortlist","summary":"Good trust signals with a few areas worth checking before rollout.","recommendedAction":"Test in a sandbox workflow and compare its install path with close alternatives.","dimensions":[{"id":"github_adoption","label":"GitHub adoption","score":76,"weight":0.13,"status":"info","detail":"867 GitHub stars"},{"id":"repo_activity","label":"Stars/forks activity","score":71,"weight":0.08,"status":"info","detail":"867 stars, 75 forks; issue activity unavailable in current metadata"},{"id":"maintenance","label":"Recent maintenance","score":88,"weight":0.14,"status":"pass","detail":"2mo since push"},{"id":"license","label":"License clarity","score":86,"weight":0.09,"status":"pass","detail":"MIT"},{"id":"documentation","label":"README/SKILL.md completeness","score":86,"weight":0.14,"status":"pass","detail":"Metadata includes enough usage and workflow context"},{"id":"dependency_risk","label":"Dependency/runtime risk","score":90,"weight":0.12,"status":"pass","detail":"no major dependency risk hints in public metadata"},{"id":"installability","label":"Install availability","score":92,"weight":0.1,"status":"pass","detail":"npx skills add LeonChaoX/qinyan-academic-skills --skill research-proposal"},{"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":86,"weight":0.07,"status":"pass","detail":"filesystem or document access"},{"id":"repository","label":"Repository evidence","score":86,"weight":0.04,"status":"pass","detail":"https://github.com/LeonChaoX/qinyan-academic-skills/tree/main/skills/02-科学写作与学术交流/research-proposal"},{"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":"info","label":"GitHub adoption","detail":"867 GitHub stars"},{"status":"info","label":"Stars/forks activity","detail":"867 stars, 75 forks; issue activity unavailable in current metadata"},{"status":"pass","label":"Recent maintenance","detail":"2mo since push"},{"status":"pass","label":"License clarity","detail":"MIT"},{"status":"pass","label":"README/SKILL.md completeness","detail":"Metadata includes enough usage and workflow context"},{"status":"pass","label":"Dependency/runtime risk","detail":"no major dependency risk hints in public metadata"},{"status":"pass","label":"Install availability","detail":"npx skills add LeonChaoX/qinyan-academic-skills --skill research-proposal"},{"status":"pass","label":"Install command safety","detail":"standard package or runtime install path"},{"status":"pass","label":"Permission surface","detail":"filesystem or document access"},{"status":"pass","label":"Repository evidence","detail":"https://github.com/LeonChaoX/qinyan-academic-skills/tree/main/skills/02-科学写作与学术交流/research-proposal"},{"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":"pass","label":"OpenAgentSkill usage","detail":"2 views, 0 install copies"},{"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","Meaningful GitHub adoption signal","Install command has no obvious high-risk pattern"],"warnings":["The skill relies on Zotero MCP tools which may not be available in all environments, but this is optional and gracefully handled.","Quality score needs review"],"evidence":{"stars":"867 GitHub stars","repoActivity":"867 stars, 75 forks","lastPushed":"2mo since push","license":"MIT","repository":"https://github.com/LeonChaoX/qinyan-academic-skills/tree/main/skills/02-科学写作与学术交流/research-proposal","install":"npx skills add LeonChaoX/qinyan-academic-skills --skill research-proposal","installSafety":"standard package or runtime install path","permissionSurface":"filesystem or document access","documentation":"Strong README/SKILL.md context","agentOutcomes":"No agent outcome data yet"},"installReadiness":{"ready":true,"command":"npx skills add LeonChaoX/qinyan-academic-skills --skill research-proposal","policy":"human_review_before_install","label":"Human review before install","notes":["Install path is available","Repository evidence is available","License is declared","No Agent Proven outcome evidence yet","2mo since push"]},"agentCompatibility":["Codex","Claude Code","Cursor","OpenAgentSkill CLI"],"riskSummary":{"level":"medium","label":"Review before production","notes":["The skill relies on Zotero MCP tools which may not be available in all environments, but this is optional and gracefully handled.","Quality score needs review"]},"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","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 relies on Zotero MCP tools which may not be available in all environments, but this is optional and gracefully handled.","Quality score needs review"]},"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":59,"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":["The skill relies on Zotero MCP tools which may not be available in all environments, but this is optional and gracefully handled.","59/100 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"},{"id":"database","label":"Database access","reason":"Skill may inspect schemas, query databases, or work with persistent stores.","severity":"medium"}],"policy_warnings":["The skill relies on Zotero MCP tools which may not be available in all environments, but this is optional and gracefully handled."],"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":["The skill relies on Zotero MCP tools which may not be available in all environments, but this is optional and gracefully handled.","59/100 agent safety score"]},"eval":{"version":"openagentskill-skill-eval-v1","status":"review","score":72,"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.","The skill relies on Zotero MCP tools which may not be available in all environments, but this is optional and gracefully handled.","No explicit statement about limitations (e.g., proposal quality depends on user input and literature availability).","Quality score needs review"],"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 research-proposal before installing it in an agent workflow","research","Research agents workflows; Claude Code teams; teams that value GitHub adoption signals"]},{"id":"install_path","label":"Install path","status":"pass","score":92,"required_for_auto_install":true,"detail":"Install handoff is available.","evidence":["npx skills add LeonChaoX/qinyan-academic-skills --skill research-proposal"]},{"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 LeonChaoX/qinyan-academic-skills --skill research-proposal"]},{"id":"trust_score","label":"Trust score","status":"warn","score":75,"required_for_auto_install":true,"detail":"Good trust signals with a few areas worth checking before rollout.","evidence":["Strong shortlist","867 GitHub stars","MIT"]},{"id":"audit_score","label":"Audit score","status":"warn","score":79,"required_for_auto_install":true,"detail":"Needs review","evidence":["The skill relies on Zotero MCP tools which may not be available in all environments, but this is optional and gracefully handled."]},{"id":"agent_safety_gate","label":"Agent safety gate","status":"warn","score":59,"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.","The skill relies on Zotero MCP tools which may not be available in all environments, but this is optional and gracefully handled."]},{"id":"readme_skillmd_completeness","label":"README/SKILL.md completeness","status":"pass","score":86,"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":88,"required_for_auto_install":false,"detail":"2mo since push","evidence":["2mo 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","Database 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/leonchaox-research-proposal/evals","api":"/api/agent/evals?slug=leonchaox-research-proposal","text":"/api/agent/evals?slug=leonchaox-research-proposal&format=text"}},"agent_readable_metadata":{"version":"openagentskill-agent-metadata-v2","skill":{"slug":"leonchaox-research-proposal","name":"research-proposal","description":"Generate academic research proposals for PhD applications. Use when user asks to \"write a research proposal\", \"create PhD proposal\", \"generate research plan\", \"撰写研究计划\", \"写博士申请\", \"doctoral proposal\", or mentions specific research topics for PhD application. Supports STEM, humanities, and social sciences with field-specific adaptations. Follows Nature Reviews-style academic writing conventions. Supports both English and Chinese output based on user preference.","category":"research","url":"https://www.openagentskill.com/skills/leonchaox-research-proposal","repository":"https://github.com/LeonChaoX/qinyan-academic-skills/tree/main/skills/02-科学写作与学术交流/research-proposal","github_repo":"LeonChaoX/qinyan-academic-skills"},"suited_tasks":["Research agents workflows","Claude Code teams","teams that value GitHub adoption signals","Search sources","Extract claims","Synthesize findings","Summarize source material","Adapt tone for channels"],"suited_agents":["Codex","Claude Code","Cursor","OpenAgentSkill CLI","CLI"],"install":{"command":"npx skills add LeonChaoX/qinyan-academic-skills --skill research-proposal","ready":true,"targets":[{"id":"openagentskill-cli","label":"CLI","kind":"command","value":"npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.3.0/openagentskill-0.3.0.tgz add leonchaox-research-proposal"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"research-proposal\" agent skill from https://github.com/LeonChaoX/qinyan-academic-skills/tree/main/skills/02-科学写作与学术交流/research-proposal. 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: Generate academic research proposals for PhD applications. Use when user asks to \"write a research proposal\", \"create PhD proposal\", \"generate research plan\", \"撰写研究计划\", \"写博士申请\", \"doctoral proposal\", or mentions specific research topics for PhD application. Supports STEM, humanities, and social sciences with field-specific adaptations. Follows Nature Reviews-style academic writing conventions. Supports both English and Chinese output based on user preference. 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\":\"leonchaox-research-proposal\",\"task\":\"Install research-proposal\",\"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 \"research-proposal\" as a Claude Code skill from https://github.com/LeonChaoX/qinyan-academic-skills/tree/main/skills/02-科学写作与学术交流/research-proposal. 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: Generate academic research proposals for PhD applications. Use when user asks to \"write a research proposal\", \"create PhD proposal\", \"generate research plan\", \"撰写研究计划\", \"写博士申请\", \"doctoral proposal\", or mentions specific research topics for PhD application. Supports STEM, humanities, and social sciences with field-specific adaptations. Follows Nature Reviews-style academic writing conventions. Supports both English and Chinese output based on user preference. 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\":\"leonchaox-research-proposal\",\"task\":\"Install research-proposal\",\"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 \"research-proposal\" from https://github.com/LeonChaoX/qinyan-academic-skills/tree/main/skills/02-科学写作与学术交流/research-proposal 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: Generate academic research proposals for PhD applications. Use when user asks to \"write a research proposal\", \"create PhD proposal\", \"generate research plan\", \"撰写研究计划\", \"写博士申请\", \"doctoral proposal\", or mentions specific research topics for PhD application. Supports STEM, humanities, and social sciences with field-specific adaptations. Follows Nature Reviews-style academic writing conventions. Supports both English and Chinese output based on user preference. 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\":\"leonchaox-research-proposal\",\"task\":\"Install research-proposal\",\"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/leonchaox-research-proposal/install","manifest_url":"https://www.openagentskill.com/api/registry/manifest/leonchaox-research-proposal"},"trust":{"score":75,"label":"Strong shortlist","version":"trust-score-v4","install_policy":"human_review_before_install","evidence":{"stars":"867 GitHub stars","repoActivity":"867 stars, 75 forks","lastPushed":"2mo since push","license":"MIT","repository":"https://github.com/LeonChaoX/qinyan-academic-skills/tree/main/skills/02-科学写作与学术交流/research-proposal","install":"npx skills add LeonChaoX/qinyan-academic-skills --skill research-proposal","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","agent-skill"],"known_risks":["The skill relies on Zotero MCP tools which may not be available in all environments, but this is optional and gracefully handled.","Quality score needs review"]},"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":79,"risk_level":"needs_review","risk_label":"Needs review","warnings":["The skill relies on Zotero MCP tools which may not be available in all environments, but this is optional and gracefully handled.","No explicit statement about limitations (e.g., proposal quality depends on user input and literature availability).","Quality score needs review"]},"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":70,"label":"Strong"},"supply":{"track":"Research and knowledge work","scenario":"Research agents","maintenance":"2mo since push","risk":"Needs review"},"alternative_skills":[],"do_not_use_when":["teams that need a vendor-supported SLA","production agents without a repository review","The skill relies on Zotero MCP tools which may not be available in all environments, but this is optional and gracefully handled.","No explicit statement about limitations (e.g., proposal quality depends on user input and literature availability).","Quality score needs 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"],"agent_contract":{"task_input":"Use research-proposal in an agent workflow","recommended_action":"Require human approval before installing into a real workspace.","install_policy":"review","minimum_review_before_use":["Trust: 75/100 Strong shortlist","Audit: 79/100 Needs review","Safety: 59/100 Review before install","Review repository, license, install command, and permission surface before production use."],"expected_agent_output":{"selected_skill":"leonchaox-research-proposal (research-proposal)","install_command":"npx skills add LeonChaoX/qinyan-academic-skills --skill research-proposal","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":"leonchaox-research-proposal","task":"Use research-proposal 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/leonchaox-research-proposal","api":"https://www.openagentskill.com/api/agent/skills/leonchaox-research-proposal","audit":"https://www.openagentskill.com/skills/leonchaox-research-proposal/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=leonchaox-research-proposal&task=Use%20research-proposal%20in%20an%20agent%20workflow&max_risk=medium","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Use%20research-proposal%20in%20an%20agent%20workflow&agent=codex&max_risk=medium","receipt":"https://www.openagentskill.com/api/agent/receipt?task=Use%20research-proposal%20in%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text","install":"https://www.openagentskill.com/api/skills/leonchaox-research-proposal/install","manifest":"https://www.openagentskill.com/api/registry/manifest/leonchaox-research-proposal"}},"machine_metadata":{"version":"openagentskill-agent-metadata-v2","skill":{"slug":"leonchaox-research-proposal","name":"research-proposal","description":"Generate academic research proposals for PhD applications. Use when user asks to \"write a research proposal\", \"create PhD proposal\", \"generate research plan\", \"撰写研究计划\", \"写博士申请\", \"doctoral proposal\", or mentions specific research topics for PhD application. Supports STEM, humanities, and social sciences with field-specific adaptations. Follows Nature Reviews-style academic writing conventions. Supports both English and Chinese output based on user preference.","category":"research","url":"https://www.openagentskill.com/skills/leonchaox-research-proposal","repository":"https://github.com/LeonChaoX/qinyan-academic-skills/tree/main/skills/02-科学写作与学术交流/research-proposal","github_repo":"LeonChaoX/qinyan-academic-skills"},"suited_tasks":["Research agents workflows","Claude Code teams","teams that value GitHub adoption signals","Search sources","Extract claims","Synthesize findings","Summarize source material","Adapt tone for channels"],"suited_agents":["Codex","Claude Code","Cursor","OpenAgentSkill CLI","CLI"],"install":{"command":"npx skills add LeonChaoX/qinyan-academic-skills --skill research-proposal","ready":true,"targets":[{"id":"openagentskill-cli","label":"CLI","kind":"command","value":"npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.3.0/openagentskill-0.3.0.tgz add leonchaox-research-proposal"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"research-proposal\" agent skill from https://github.com/LeonChaoX/qinyan-academic-skills/tree/main/skills/02-科学写作与学术交流/research-proposal. 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: Generate academic research proposals for PhD applications. Use when user asks to \"write a research proposal\", \"create PhD proposal\", \"generate research plan\", \"撰写研究计划\", \"写博士申请\", \"doctoral proposal\", or mentions specific research topics for PhD application. Supports STEM, humanities, and social sciences with field-specific adaptations. Follows Nature Reviews-style academic writing conventions. Supports both English and Chinese output based on user preference. 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\":\"leonchaox-research-proposal\",\"task\":\"Install research-proposal\",\"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 \"research-proposal\" as a Claude Code skill from https://github.com/LeonChaoX/qinyan-academic-skills/tree/main/skills/02-科学写作与学术交流/research-proposal. 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: Generate academic research proposals for PhD applications. Use when user asks to \"write a research proposal\", \"create PhD proposal\", \"generate research plan\", \"撰写研究计划\", \"写博士申请\", \"doctoral proposal\", or mentions specific research topics for PhD application. Supports STEM, humanities, and social sciences with field-specific adaptations. Follows Nature Reviews-style academic writing conventions. Supports both English and Chinese output based on user preference. 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\":\"leonchaox-research-proposal\",\"task\":\"Install research-proposal\",\"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 \"research-proposal\" from https://github.com/LeonChaoX/qinyan-academic-skills/tree/main/skills/02-科学写作与学术交流/research-proposal 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: Generate academic research proposals for PhD applications. Use when user asks to \"write a research proposal\", \"create PhD proposal\", \"generate research plan\", \"撰写研究计划\", \"写博士申请\", \"doctoral proposal\", or mentions specific research topics for PhD application. Supports STEM, humanities, and social sciences with field-specific adaptations. Follows Nature Reviews-style academic writing conventions. Supports both English and Chinese output based on user preference. 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\":\"leonchaox-research-proposal\",\"task\":\"Install research-proposal\",\"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/leonchaox-research-proposal/install","manifest_url":"https://www.openagentskill.com/api/registry/manifest/leonchaox-research-proposal"},"trust":{"score":75,"label":"Strong shortlist","version":"trust-score-v4","install_policy":"human_review_before_install","evidence":{"stars":"867 GitHub stars","repoActivity":"867 stars, 75 forks","lastPushed":"2mo since push","license":"MIT","repository":"https://github.com/LeonChaoX/qinyan-academic-skills/tree/main/skills/02-科学写作与学术交流/research-proposal","install":"npx skills add LeonChaoX/qinyan-academic-skills --skill research-proposal","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","agent-skill"],"known_risks":["The skill relies on Zotero MCP tools which may not be available in all environments, but this is optional and gracefully handled.","Quality score needs review"]},"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":79,"risk_level":"needs_review","risk_label":"Needs review","warnings":["The skill relies on Zotero MCP tools which may not be available in all environments, but this is optional and gracefully handled.","No explicit statement about limitations (e.g., proposal quality depends on user input and literature availability).","Quality score needs review"]},"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":70,"label":"Strong"},"supply":{"track":"Research and knowledge work","scenario":"Research agents","maintenance":"2mo since push","risk":"Needs review"},"alternative_skills":[],"do_not_use_when":["teams that need a vendor-supported SLA","production agents without a repository review","The skill relies on Zotero MCP tools which may not be available in all environments, but this is optional and gracefully handled.","No explicit statement about limitations (e.g., proposal quality depends on user input and literature availability).","Quality score needs 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"],"agent_contract":{"task_input":"Use research-proposal in an agent workflow","recommended_action":"Require human approval before installing into a real workspace.","install_policy":"review","minimum_review_before_use":["Trust: 75/100 Strong shortlist","Audit: 79/100 Needs review","Safety: 59/100 Review before install","Review repository, license, install command, and permission surface before production use."],"expected_agent_output":{"selected_skill":"leonchaox-research-proposal (research-proposal)","install_command":"npx skills add LeonChaoX/qinyan-academic-skills --skill research-proposal","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":"leonchaox-research-proposal","task":"Use research-proposal 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/leonchaox-research-proposal","api":"https://www.openagentskill.com/api/agent/skills/leonchaox-research-proposal","audit":"https://www.openagentskill.com/skills/leonchaox-research-proposal/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=leonchaox-research-proposal&task=Use%20research-proposal%20in%20an%20agent%20workflow&max_risk=medium","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Use%20research-proposal%20in%20an%20agent%20workflow&agent=codex&max_risk=medium","receipt":"https://www.openagentskill.com/api/agent/receipt?task=Use%20research-proposal%20in%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text","install":"https://www.openagentskill.com/api/skills/leonchaox-research-proposal/install","manifest":"https://www.openagentskill.com/api/registry/manifest/leonchaox-research-proposal"}},"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":"Research agents","description":"I need my agent to research a topic, compare sources, and produce a concise report.","useCases":[{"slug":"research-agents","title":"Research agents"},{"slug":"content-automation","title":"Content automation"},{"slug":"rag-knowledge","title":"RAG and knowledge"}]},"applicableAgents":["Claude Code","CLI","Codex","Cursor"],"install":{"ready":true,"command":"npx skills add LeonChaoX/qinyan-academic-skills --skill research-proposal","primaryTarget":"CLI","targetCount":4},"githubQuality":{"stars":867,"starsLabel":"867","forks":75,"license":"MIT","qualityScore":70,"trustScore":75,"auditScore":79},"maintenance":{"status":"active","label":"2mo since push","daysSincePush":48,"lastPushedAt":"2026-07-20T11:43:50+00:00"},"risk":{"level":"needs_review","label":"Needs review","requiresReview":true,"notes":["The skill relies on Zotero MCP tools which may not be available in all environments, but this is optional and gracefully handled.","No explicit statement about limitations (e.g., proposal quality depends on user input and literature availability).","Quality score needs review","Needs review"]},"coverageTags":["Research","Research agents","agent-skill"]},"audit":{"audit_score":79,"risk_level":"needs_review","risk_label":"Needs review","quality_score":70,"trust_score":75,"maintenance_score":88,"security_score":83,"install_score":92,"warnings":["The skill relies on Zotero MCP tools which may not be available in all environments, but this is optional and gracefully handled.","No explicit statement about limitations (e.g., proposal quality depends on user input and literature availability).","Quality score needs review"]},"quality_signals":{"model":"v2","star_score":20.57,"usage_score":0,"review_score":5.1,"metadata_score":3,"freshness_score":12},"platforms":["Claude Code"],"use_cases":[{"slug":"research-agents","title":"Research agents","url":"https://www.openagentskill.com/use-cases/research-agents"},{"slug":"content-automation","title":"Content automation","url":"https://www.openagentskill.com/use-cases/content-automation"},{"slug":"rag-knowledge","title":"RAG and knowledge","url":"https://www.openagentskill.com/use-cases/rag-knowledge"},{"slug":"workflow-automation","title":"Workflow automation","url":"https://www.openagentskill.com/use-cases/workflow-automation"}],"stacks":[{"slug":"research-report-agent","title":"Research report agent","url":"https://www.openagentskill.com/collections/research-report-agent"},{"slug":"content-growth-agent","title":"Content growth agent","url":"https://www.openagentskill.com/collections/content-growth-agent"},{"slug":"rag-knowledge-base","title":"RAG knowledge base","url":"https://www.openagentskill.com/collections/rag-knowledge-base"}],"install":"npx skills add LeonChaoX/qinyan-academic-skills --skill research-proposal","install_targets":[{"id":"openagentskill-cli","label":"CLI","title":"OpenAgentSkill CLI","kind":"command","value":"npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.3.0/openagentskill-0.3.0.tgz add leonchaox-research-proposal","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 \"research-proposal\" agent skill from https://github.com/LeonChaoX/qinyan-academic-skills/tree/main/skills/02-科学写作与学术交流/research-proposal. 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: Generate academic research proposals for PhD applications. Use when user asks to \"write a research proposal\", \"create PhD proposal\", \"generate research plan\", \"撰写研究计划\", \"写博士申请\", \"doctoral proposal\", or mentions specific research topics for PhD application. Supports STEM, humanities, and social sciences with field-specific adaptations. Follows Nature Reviews-style academic writing conventions. Supports both English and Chinese output based on user preference. 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\":\"leonchaox-research-proposal\",\"task\":\"Install research-proposal\",\"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 \"research-proposal\" as a Claude Code skill from https://github.com/LeonChaoX/qinyan-academic-skills/tree/main/skills/02-科学写作与学术交流/research-proposal. 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: Generate academic research proposals for PhD applications. Use when user asks to \"write a research proposal\", \"create PhD proposal\", \"generate research plan\", \"撰写研究计划\", \"写博士申请\", \"doctoral proposal\", or mentions specific research topics for PhD application. Supports STEM, humanities, and social sciences with field-specific adaptations. Follows Nature Reviews-style academic writing conventions. Supports both English and Chinese output based on user preference. 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\":\"leonchaox-research-proposal\",\"task\":\"Install research-proposal\",\"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 \"research-proposal\" from https://github.com/LeonChaoX/qinyan-academic-skills/tree/main/skills/02-科学写作与学术交流/research-proposal 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: Generate academic research proposals for PhD applications. Use when user asks to \"write a research proposal\", \"create PhD proposal\", \"generate research plan\", \"撰写研究计划\", \"写博士申请\", \"doctoral proposal\", or mentions specific research topics for PhD application. Supports STEM, humanities, and social sciences with field-specific adaptations. Follows Nature Reviews-style academic writing conventions. Supports both English and Chinese output based on user preference. 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\":\"leonchaox-research-proposal\",\"task\":\"Install research-proposal\",\"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/LeonChaoX/qinyan-academic-skills/tree/main/skills/02-科学写作与学术交流/research-proposal","github_repo":"LeonChaoX/qinyan-academic-skills","version":"1.0.0","license":"MIT","urls":{"web":"https://www.openagentskill.com/skills/leonchaox-research-proposal","repository":"https://github.com/LeonChaoX/qinyan-academic-skills/tree/main/skills/02-科学写作与学术交流/research-proposal","api":"/api/agent/skills/leonchaox-research-proposal","install_api":"/api/skills/leonchaox-research-proposal/install"},"meta":{"created_at":"2026-09-04T23:58:43.167817+00:00","updated_at":"2026-09-04T23:58:43.334735+00:00","agent_friendly":true}}