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Skill purpose: zipline 是开源量化平台，但是当前zipline 并不支持A股的测试，很多在线平台如优矿，聚宽等都是基于zipline，本项目改进zipline，使得zipline支持A股测试","description":"Use this when installing as Cursor project rules or reusable agent instructions.","copyLabel":"Copy prompt"}],"repository":"https://github.com/zhanghan1990/zipline-chinese","github_repo":"zhanghan1990/zipline-chinese","version":"1.0.0","license":"Apache-2.0","updated_at":"2026-06-20T03:03:59.530989+00:00","canonical_key":"zhanghan1990/zipline-chinese","recommendation_reasons":["Matches task terms: chinese","Useful GitHub adoption: 687 stars","Install handoff is available","Repository freshness signal is available","Registry match score 15"],"urls":{"web":"https://www.openagentskill.com/skills/zhanghan1990-zipline-chinese","api":"https://www.openagentskill.com/api/agent/skills/zhanghan1990-zipline-chinese","install_api":"https://www.openagentskill.com/api/skills/zhanghan1990-zipline-chinese/install","audit":"https://www.openagentskill.com/skills/zhanghan1990-zipline-chinese/audit","repository":"https://github.com/zhanghan1990/zipline-chinese"}},{"rank":10,"match_score":15,"raw_match_score":111.7,"slug":"jerry1993-tech-cornucopia-llama-fin-chinese","name":"Cornucopia LLaMA Fin Chinese","description":"聚宝盆(Cornucopia): 中文金融系列开源可商用大模型，并提供一套高效轻量化的垂直领域LLM训练框架(Pretraining、SFT、RLHF、Quantize等)","tagline":"聚宝盆(Cornucopia): 中文金融系列开源可商用大模型，并提供一套高效轻量化的垂直领域LLM训练框架(Pretraining、SFT、RLHF、Quantize等)","category":"finance","tags":["finance","analysis","chinese","large-language-models","llama","nlp","qa","rlhf","sft","text-generation"],"author":{"name":"jerry1993-tech","verified":false,"url":"https://github.com/jerry1993-tech"},"attribution":{"status":"community_indexed","statusLabel":"Community indexed","shortLabel":"COMMUNITY INDEXED","sourceLabel":"GitHub star discovery","sourceDetail":"jerry1993-tech/Cornucopia-LLaMA-Fin-Chinese","creatorName":"jerry1993-tech","creatorUrl":"https://github.com/jerry1993-tech","sourceUrl":"https://github.com/jerry1993-tech/Cornucopia-LLaMA-Fin-Chinese","indexedBy":"OpenAgentSkill community index","claimUrl":"https://www.openagentskill.com/skills/jerry1993-tech-cornucopia-llama-fin-chinese#claim-this-skill","claimCta":"Claim this skill","trustNote":"This listing was indexed from public sources and is not marked official until a maintainer claim is approved.","publicNote":"Attribution links to the public repository or creator profile. 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Preserve the core workflow, adapt paths to this repo, and keep the rule scoped to tasks where it is relevant. Skill purpose: 聚宝盆(Cornucopia): 中文金融系列开源可商用大模型，并提供一套高效轻量化的垂直领域LLM训练框架(Pretraining、SFT、RLHF、Quantize等)"}],"handoff_url":"https://www.openagentskill.com/api/skills/jerry1993-tech-cornucopia-llama-fin-chinese/install","manifest_url":"https://www.openagentskill.com/api/registry/manifest/jerry1993-tech-cornucopia-llama-fin-chinese"},"trust":{"score":73,"label":"Strong shortlist","version":"trust-score-v4","install_policy":"human_review_before_install","evidence":{"stars":"659 GitHub stars","repoActivity":"659 stars, 67 forks","lastPushed":"3y since push","license":"Apache-2.0","repository":"https://github.com/jerry1993-tech/Cornucopia-LLaMA-Fin-Chinese","install":"npx skills add jerry1993-tech/Cornucopia-LLaMA-Fin-Chinese","installSafety":"standard package or runtime install path","permissionSurface":"no high-risk permission surface in public metadata","documentation":"Usable metadata, review docs","agentOutcomes":"No agent outcome data yet"},"outcome_evidence":{"total":0,"successes":0,"failures":0,"not_relevant":0,"success_rate":null,"recent_success_rate":null,"recent_failure_rate":null,"install_attempts":0,"install_success_rate":null,"risk_blocked":0,"setup_required":0,"avg_output_quality":null,"production_outcomes":0,"last_outcome_at":null,"label":"No agent outcome data yet"},"auto_install":{"allowed":false,"sandbox_required":true,"reason":"Human review or sandbox validation is required before automatic installation."},"best_for":["finance","analysis","chinese","large-language-models","llama","nlp"],"known_risks":["Repository looks stale","Quality score needs review","Documentation summary is thin","Recent maintenance: 3y since push"]},"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":63,"risk_level":"needs_review","risk_label":"Needs review","warnings":["Documentation summary is thin","Repository appears stale","Repository looks stale","Quality score needs review","Recent maintenance: 3y since push"]},"safety_gate":{"tier":"experimental","label":"Experimental","auto_install_policy":"review","auto_install_allowed":false,"human_review_required":true,"blocked":false,"recommended_action":"Test manually in an isolated workspace and compare against safer alternatives."},"quality":{"score":48,"label":"Needs review"},"supply":{"track":"Finance and quant workflows","scenario":"Finance and quant","maintenance":"3y since push","risk":"Needs review"},"alternative_skills":[],"do_not_use_when":["teams that require actively maintained dependencies","production agents without a repository review","Repository looks stale","No OpenAgentSkill engagement data yet","Documentation summary is thin","Repository appears stale","Quality score needs review","Recent maintenance: 3y since push"],"agent_contract":{"task_input":"Use Cornucopia LLaMA Fin Chinese in an agent workflow","recommended_action":"Test manually in an isolated workspace and compare against safer alternatives.","install_policy":"review","minimum_review_before_use":["Trust: 73/100 Strong shortlist","Audit: 63/100 Needs review","Safety: 51/100 Avoid automatic install","Review repository, license, install command, and permission surface before production use."],"expected_agent_output":{"selected_skill":"jerry1993-tech-cornucopia-llama-fin-chinese (Cornucopia LLaMA Fin Chinese)","install_command":"npx skills add jerry1993-tech/Cornucopia-LLaMA-Fin-Chinese","risk_summary":"Needs review; Experimental; 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":"jerry1993-tech-cornucopia-llama-fin-chinese","task":"Use Cornucopia LLaMA Fin Chinese 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/jerry1993-tech-cornucopia-llama-fin-chinese","api":"https://www.openagentskill.com/api/agent/skills/jerry1993-tech-cornucopia-llama-fin-chinese","audit":"https://www.openagentskill.com/skills/jerry1993-tech-cornucopia-llama-fin-chinese/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=jerry1993-tech-cornucopia-llama-fin-chinese&task=Use%20Cornucopia%20LLaMA%20Fin%20Chinese%20in%20an%20agent%20workflow&max_risk=medium","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Use%20Cornucopia%20LLaMA%20Fin%20Chinese%20in%20an%20agent%20workflow&agent=codex&max_risk=medium","receipt":"https://www.openagentskill.com/api/agent/receipt?task=Use%20Cornucopia%20LLaMA%20Fin%20Chinese%20in%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text","install":"https://www.openagentskill.com/api/skills/jerry1993-tech-cornucopia-llama-fin-chinese/install","manifest":"https://www.openagentskill.com/api/registry/manifest/jerry1993-tech-cornucopia-llama-fin-chinese"}},"platforms":["Python","Finance"],"use_cases":[{"slug":"finance-quant","title":"Finance and quant","url":"https://www.openagentskill.com/use-cases/finance-quant"},{"slug":"research-agents","title":"Research agents","url":"https://www.openagentskill.com/use-cases/research-agents"},{"slug":"testing-qa","title":"Testing and QA","url":"https://www.openagentskill.com/use-cases/testing-qa"},{"slug":"web-scraping","title":"Web scraping","url":"https://www.openagentskill.com/use-cases/web-scraping"}],"install":"npx skills add jerry1993-tech/Cornucopia-LLaMA-Fin-Chinese","install_targets":[{"id":"openagentskill-cli","label":"CLI","title":"OpenAgentSkill CLI","kind":"command","value":"npx skills add jerry1993-tech/Cornucopia-LLaMA-Fin-Chinese","description":"Use the registry command when your workflow supports the OpenAgentSkill installer.","copyLabel":"Copy command"},{"id":"codex","label":"Codex","title":"Codex install prompt","kind":"agent-prompt","value":"Install the \"Cornucopia LLaMA Fin Chinese\" agent skill from https://github.com/jerry1993-tech/Cornucopia-LLaMA-Fin-Chinese. 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: 聚宝盆(Cornucopia): 中文金融系列开源可商用大模型，并提供一套高效轻量化的垂直领域LLM训练框架(Pretraining、SFT、RLHF、Quantize等)","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 \"Cornucopia LLaMA Fin Chinese\" as a Claude Code skill from https://github.com/jerry1993-tech/Cornucopia-LLaMA-Fin-Chinese. 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: 聚宝盆(Cornucopia): 中文金融系列开源可商用大模型，并提供一套高效轻量化的垂直领域LLM训练框架(Pretraining、SFT、RLHF、Quantize等)","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 \"Cornucopia LLaMA Fin Chinese\" from https://github.com/jerry1993-tech/Cornucopia-LLaMA-Fin-Chinese 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: 聚宝盆(Cornucopia): 中文金融系列开源可商用大模型，并提供一套高效轻量化的垂直领域LLM训练框架(Pretraining、SFT、RLHF、Quantize等)","description":"Use this when installing as Cursor project rules or reusable agent instructions.","copyLabel":"Copy prompt"}],"repository":"https://github.com/jerry1993-tech/Cornucopia-LLaMA-Fin-Chinese","github_repo":"jerry1993-tech/Cornucopia-LLaMA-Fin-Chinese","version":"1.0.0","license":"Apache-2.0","updated_at":"2026-06-30T03:03:58.434141+00:00","canonical_key":"jerry1993-tech/cornucopia-llama-fin-chinese","recommendation_reasons":["Matches task terms: chinese","Useful GitHub adoption: 659 stars","Install handoff is available","Repository freshness signal is available","Registry match score 15"],"urls":{"web":"https://www.openagentskill.com/skills/jerry1993-tech-cornucopia-llama-fin-chinese","api":"https://www.openagentskill.com/api/agent/skills/jerry1993-tech-cornucopia-llama-fin-chinese","install_api":"https://www.openagentskill.com/api/skills/jerry1993-tech-cornucopia-llama-fin-chinese/install","audit":"https://www.openagentskill.com/skills/jerry1993-tech-cornucopia-llama-fin-chinese/audit","repository":"https://github.com/jerry1993-tech/Cornucopia-LLaMA-Fin-Chinese"}}],"meta":{"endpoint":"/api/skills/search","canonical_agent_endpoint":"/api/agent/resolve","safety_policy":"Blocked candidates are excluded by default. Pass include_blocked=true only for manual audit workflows.","agent_friendly":true,"api_version":"1.0","generated_at":"2026-08-03T13:15:27.834Z"}}