{"slug":"leonchaox-pyzotero","name":"pyzotero","description":"Interact with Zotero reference management libraries using the pyzotero Python client. Retrieve, create, update, and delete items, collections, tags, and attachments via the Zotero Web API v3. Use this skill when working with Zotero libraries programmatically, managing bibliographic references, exporting citations, searching library contents, uploading PDF attachments, or building research automation workflows that integrate with Zotero.","long_description":"---\nname: pyzotero\ndescription: Interact with Zotero reference management libraries using the pyzotero Python client. Retrieve, create, update, and delete items, collections, tags, and attachments via the Zotero Web API v3. Use this skill when working with Zotero libraries programmatically, managing bibliographic references, exporting citations, searching library contents, uploading PDF attachments, or building research automation workflows that integrate with Zotero.\nallowed-tools: Read Write Edit Bash\nlicense: MIT License\nmetadata:\n    skill-author: K-Dense Inc.\n---\n\n# Pyzotero\n\nPyzotero is a Python wrapper for the [Zotero API v3](https://www.zotero.org/support/dev/web_api/v3/start). Use it to programmatically manage Zotero libraries: read items and collections, create and update references, upload attachments, manage tags, and export citations.\n\n## Authentication Setup\n\n**Required credentials** — get from https://www.zotero.org/settings/keys:\n- **User ID**: shown as \"Your userID for use in API calls\"\n- **API Key**: create at https://www.zotero.org/settings/keys/new\n- **Library ID**: for group libraries, the integer after `/groups/` in the group URL\n\nStore credentials in environment variables or a `.env` file:\n```\nZOTERO_LIBRARY_ID=your_user_id\nZOTERO_API_KEY=your_api_key\nZOTERO_LIBRARY_TYPE=user  # or \"group\"\n```\n\nSee [references/authentication.md](references/authentication.md) for full setup details.\n\n## Installation\n\n```bash\nuv add pyzotero\n# or with CLI support:\nuv add \"pyzotero[cli]\"\n```\n\n## Quick Start\n\n```python\nfrom pyzotero import Zotero\n\nzot = Zotero(library_id='123456', library_type='user', api_key='ABC1234XYZ')\n\n# Retrieve top-level items (returns 100 by default)\nitems = zot.top(limit=10)\nfor item in items:\n    print(item['data']['title'], item['data']['itemType'])\n\n# Search by keyword\nresults = zot.items(q='machine learning', limit=20)\n\n# Retrieve all items (use everything() for complete results)\nall_items = zot.everything(zot.items())\n```\n\n## Core Concepts\n\n- A `Zotero` instance is bound to a single library (user or group). All methods operate on that library.\n- Item data lives in `item['data']`. Access fields like `item['data']['title']`, `item['data']['creators']`.\n- Pyzotero returns 100 items by default (API default is 25). Use `zot.everything(zot.items())` to get all items.\n- Write methods return `True` on success or raise a `ZoteroError`.\n\n## Reference Files\n\n| File | Contents |\n|------|----------|\n| [references/authentication.md](references/authentication.md) | Credentials, library types, local mode |\n| [references/read-api.md](references/read-api.md) | Retrieving items, collections, tags, groups |\n| [references/search-params.md](references/search-params.md) | Filtering, sorting, search parameters |\n| [references/write-api.md](references/write-api.md) | Creating, updating, deleting items |\n| [references/collections.md](references/collections.md) | Collection CRUD operations |\n| [references/tags.md](references/tags.md) | Tag retrieval and management |\n| [references/files-attachments.md](references/files-attachments.md) | File retrieval and attachment uploads |\n| [references/exports.md](references/exports.md) | BibTeX, CSL-JSON, bibliography export |\n| [references/pagination.md](references/pagination.md) | follow(), everything(), generators |\n| [references/full-text.md](references/full-text.md) | Full-text content indexing and retrieval |\n| [references/saved-searches.md](references/saved-searches.md) | Saved search management |\n| [references/cli.md](references/cli.md) | Command-line interface usage |\n| [references/error-handling.md](references/error-handling.md) | Errors and exception handling |\n\n## Common Patterns\n\n### Fetch and modify an item\n```python\nitem = zot.item('ITEMKEY')\nitem['data']['title'] = 'New Title'\nzot.update_item(item)\n```\n\n### Create an item from a template\n```python\ntemplate = zot.item_template('journalArticle')\ntemplate['title'] = 'My Paper'\ntemplate['creators'][0] = {'creatorType': 'author', 'firstName': 'Jane', 'lastName': 'Doe'}\nzot.create_items([template])\n```\n\n### Export as BibTeX\n```python\nzot.add_parameters(format='bibtex')\nbibtex = zot.top(limit=50)\n# bibtex is a bibtexparser BibDatabase object\nprint(bibtex.entries)\n```\n\n### Local mode (read-only, no API key needed)\n```python\nzot = Zotero(library_id='123456', library_type='user', local=True)\nitems = zot.items()\n```\n","tagline":"Interact with Zotero reference management libraries using the pyzotero Python client. Retrieve, create, update, and delete items, collections, tags, and attachments via the Zotero Web API v3. 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Report success only after the skill is installed and a minimal verification passes."}],"handoff_url":"https://www.openagentskill.com/api/skills/leonchaox-pyzotero/install","manifest_url":"https://www.openagentskill.com/api/registry/manifest/leonchaox-pyzotero"},"trust":{"score":74,"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 License","repository":"https://github.com/LeonChaoX/qinyan-academic-skills/tree/main/skills/01-论文检索与文献管理/pyzotero","install":"npx skills add LeonChaoX/qinyan-academic-skills --skill pyzotero","installSafety":"standard package or runtime install path","permissionSurface":"secrets or environment access, shell or command execution","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":["Quality score needs review","Permission surface needs review: secrets or environment access, shell or command execution","Dependency/runtime risk: command execution surface, credential or environment access","Permission surface: secrets or environment access, shell or command execution"]},"agent_proven":{"version":"agent-proven-v1","score":0,"tier":"unproven","label":"Needs first agent run","summary":"No agent outcome reports yet. Use Resolve, run one narrow sandbox task, then report the result.","metrics":{"totalOutcomes":0,"successfulOutcomes":0,"failedOutcomes":0,"installAttempts":0,"installSuccessRate":null,"successRate":null,"recentSuccessRate":null,"recentFailureRate":null,"riskBlocked":0,"setupRequired":0,"notRelevant":0,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"uniqueAgents":0,"lastOutcomeAt":null},"signals":[],"penalties":["No real agent outcome evidence yet"]},"audit":{"score":77,"risk_level":"needs_review","risk_label":"Needs review","warnings":["Dependency or permission surface needs review","Permission surface may require sandboxing","Quality score needs review","Permission surface needs review: secrets or environment access, shell or command execution","Dependency/runtime risk: command execution surface, credential or environment access","Permission surface: secrets or environment access, shell or command execution"]},"safety_gate":{"tier":"blocked","label":"Blocked for auto-install","auto_install_policy":"block","auto_install_allowed":false,"human_review_required":true,"blocked":true,"recommended_action":"Do not auto-install. Inspect the source, dependencies, and permission surface first."},"quality":{"score":70,"label":"Strong"},"supply":{"track":"Research and knowledge work","scenario":"RAG and knowledge","maintenance":"2mo since push","risk":"Needs review"},"alternative_skills":[],"do_not_use_when":["teams that need a vendor-supported SLA","high-compliance environments without internal security review","No major risk signals from current metadata","High-risk permission hints: Shell or command execution, Secrets or environment access","Dependency or permission surface needs review","Permission surface may require sandboxing","Quality score needs review","Permission surface needs review: secrets or environment access, shell or command execution"],"agent_contract":{"task_input":"Use pyzotero in an agent workflow","recommended_action":"Do not auto-install. Inspect the source, dependencies, and permission surface first.","install_policy":"block","minimum_review_before_use":["Trust: 74/100 Strong shortlist","Audit: 77/100 Needs review","Safety: 37/100 Avoid automatic install","Review repository, license, install command, and permission surface before production use."],"expected_agent_output":{"selected_skill":"leonchaox-pyzotero (pyzotero)","install_command":"npx skills add LeonChaoX/qinyan-academic-skills --skill pyzotero","risk_summary":"Needs review; Blocked for auto-install; Review before production","verification_result":"Report the smallest successful task, files touched, warnings, and any missing setup."}},"outcome_feedback":{"endpoint":"https://www.openagentskill.com/api/agent/outcome","method":"POST","requires_resolve_event_id":true,"event_id_source":"Use install_receipt.outcome_feedback.event_id or feedback.event_id returned by /api/agent/resolve for the current task.","expected_outcomes":["success","failed","not_relevant","blocked_by_risk","setup_required"],"payload_template":{"event_id":"<install_receipt.outcome_feedback.event_id or feedback.event_id from /api/agent/resolve>","skill_slug":"leonchaox-pyzotero","task":"Use pyzotero 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-pyzotero","api":"https://www.openagentskill.com/api/agent/skills/leonchaox-pyzotero","audit":"https://www.openagentskill.com/skills/leonchaox-pyzotero/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=leonchaox-pyzotero&task=Use%20pyzotero%20in%20an%20agent%20workflow&max_risk=medium","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Use%20pyzotero%20in%20an%20agent%20workflow&agent=codex&max_risk=medium","receipt":"https://www.openagentskill.com/api/agent/receipt?task=Use%20pyzotero%20in%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text","install":"https://www.openagentskill.com/api/skills/leonchaox-pyzotero/install","manifest":"https://www.openagentskill.com/api/registry/manifest/leonchaox-pyzotero"}},"supply_profile":{"track":{"slug":"research","label":"Research and knowledge work","shortLabel":"Research","description":"Deep research, source comparison, literature review, RAG, knowledge search, and reports."},"scenario":{"label":"RAG and knowledge","description":"I need my agent to build a RAG workflow over documents and retrieve reliable context.","useCases":[{"slug":"local-desktop","title":"Local desktop"},{"slug":"rag-knowledge","title":"RAG and knowledge"},{"slug":"browser-automation","title":"Browser automation"}]},"applicableAgents":["Claude Code","CLI","Codex","Cursor"],"install":{"ready":true,"command":"npx skills add LeonChaoX/qinyan-academic-skills --skill pyzotero","primaryTarget":"CLI","targetCount":4},"githubQuality":{"stars":867,"starsLabel":"867","forks":75,"license":"MIT License","qualityScore":70,"trustScore":74,"auditScore":77},"maintenance":{"status":"active","label":"2mo since push","daysSincePush":49,"lastPushedAt":"2026-07-20T11:43:50+00:00"},"risk":{"level":"needs_review","label":"Needs review","requiresReview":true,"notes":["Dependency or permission surface needs review","Permission surface may require sandboxing","Quality score needs review","Permission surface needs review: secrets or environment access, shell or command execution","Dependency/runtime risk: command execution surface, credential or environment access"]},"coverageTags":["Research","RAG and knowledge","agent-skill"]},"audit":{"audit_score":77,"risk_level":"needs_review","risk_label":"Needs review","quality_score":70,"trust_score":74,"maintenance_score":88,"security_score":77,"install_score":92,"warnings":["Dependency or permission surface needs review","Permission surface may require sandboxing","Quality score needs review","Permission surface needs review: secrets or environment access, shell or command execution","Dependency/runtime risk: command execution surface, credential or environment access","Permission surface: secrets or environment access, shell or command execution"]},"quality_signals":{"model":"v2","star_score":20.57,"usage_score":0,"review_score":5.4,"metadata_score":3,"freshness_score":12},"platforms":["Claude Code"],"use_cases":[{"slug":"local-desktop","title":"Local desktop","url":"https://www.openagentskill.com/use-cases/local-desktop"},{"slug":"rag-knowledge","title":"RAG and knowledge","url":"https://www.openagentskill.com/use-cases/rag-knowledge"},{"slug":"browser-automation","title":"Browser automation","url":"https://www.openagentskill.com/use-cases/browser-automation"},{"slug":"workflow-automation","title":"Workflow automation","url":"https://www.openagentskill.com/use-cases/workflow-automation"}],"stacks":[{"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"},{"slug":"browser-qa-agent","title":"Browser QA agent","url":"https://www.openagentskill.com/collections/browser-qa-agent"}],"install":"npx skills add LeonChaoX/qinyan-academic-skills --skill pyzotero","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-pyzotero","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 \"pyzotero\" agent skill from https://github.com/LeonChaoX/qinyan-academic-skills/tree/main/skills/01-论文检索与文献管理/pyzotero. 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: Interact with Zotero reference management libraries using the pyzotero Python client. Retrieve, create, update, and delete items, collections, tags, and attachments via the Zotero Web API v3. Use this skill when working with Zotero libraries programmatically, managing bibliographic references, exporting citations, searching library contents, uploading PDF attachments, or building research automation workflows that integrate with Zotero. 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-pyzotero\",\"task\":\"Install pyzotero\",\"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 \"pyzotero\" as a Claude Code skill from https://github.com/LeonChaoX/qinyan-academic-skills/tree/main/skills/01-论文检索与文献管理/pyzotero. 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: Interact with Zotero reference management libraries using the pyzotero Python client. Retrieve, create, update, and delete items, collections, tags, and attachments via the Zotero Web API v3. Use this skill when working with Zotero libraries programmatically, managing bibliographic references, exporting citations, searching library contents, uploading PDF attachments, or building research automation workflows that integrate with Zotero. 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-pyzotero\",\"task\":\"Install pyzotero\",\"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 \"pyzotero\" from https://github.com/LeonChaoX/qinyan-academic-skills/tree/main/skills/01-论文检索与文献管理/pyzotero 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: Interact with Zotero reference management libraries using the pyzotero Python client. Retrieve, create, update, and delete items, collections, tags, and attachments via the Zotero Web API v3. Use this skill when working with Zotero libraries programmatically, managing bibliographic references, exporting citations, searching library contents, uploading PDF attachments, or building research automation workflows that integrate with Zotero. 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-pyzotero\",\"task\":\"Install pyzotero\",\"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/01-论文检索与文献管理/pyzotero","github_repo":"LeonChaoX/qinyan-academic-skills","version":"1.0.0","license":"MIT License","urls":{"web":"https://www.openagentskill.com/skills/leonchaox-pyzotero","repository":"https://github.com/LeonChaoX/qinyan-academic-skills/tree/main/skills/01-论文检索与文献管理/pyzotero","api":"/api/agent/skills/leonchaox-pyzotero","install_api":"/api/skills/leonchaox-pyzotero/install"},"meta":{"created_at":"2026-09-04T23:43:10.643288+00:00","updated_at":"2026-09-04T23:43:10.862325+00:00","agent_friendly":true}}