OpenAgentSkill Resolve API Task: analyze stock news Policy: human_review_required Recommendation: Best skill: OpenBB (openbb) URL: https://www.openagentskill.com/skills/openbb Repository: https://github.com/OpenBB-finance/OpenBB Install: npx skills add OpenBB-finance/OpenBB Install policy: review Trust Score v5: 70/100 Sandbox only Trust decision: Compare alternatives before installing. Risk: Needs review; Reviewed with permission notes; 78/100 Strong shortlist Why: - Matches task terms: stock - Strong GitHub adoption: 46,000 stars - Quality score 90/100 - Install handoff is available - Repository freshness signal is available - Primary pick for Research agents - 70/100 OpenAgentSkill Trust Score v5 - 87/100 audit score Agent instruction: Use OpenBB for: analyze stock news Review audit: https://www.openagentskill.com/skills/openbb/audit Ask for human approval before installing: npx skills add OpenBB-finance/OpenBB If the audit or policy warnings are unacceptable, choose one of the alternatives. Agent contract: - Version: openagentskill-resolve-contract-v2 - Install policy: review - Auto-install allowed: no - Human review required: yes - Audit URL: https://www.openagentskill.com/skills/openbb/audit - Do not use when: - teams that need a vendor-supported SLA - high-compliance environments without internal security review - No OpenAgentSkill engagement data yet - License is unclear Feedback: Event ID: resolve_d89ce06f-63b1-4f53-9b4f-1463f0a5914c Outcome API: https://www.openagentskill.com/api/agent/outcome CLI: npx openagentskill outcome "resolve_d89ce06f-63b1-4f53-9b4f-1463f0a5914c" --skill "openbb" --task "analyze stock news" --agent "auto" --outcome success Agent Feedback Loop: Version: openagentskill-agent-feedback-loop-v3 Dry run: supported Expected outcomes: success, failed, not_relevant, blocked_by_risk, setup_required Error types: install_failed, runtime_error, not_relevant, permission_blocked, risk_blocked, setup_required, low_quality_output, missing_dependency, timeout, other Workspaces: sandbox, local, ci, production, unknown Updates: Trust Score v5 outcome confidence; Resolve ranking outcome evidence; Skill detail outcome signal block; Outcome leaderboard Install Receipt: OpenAgentSkill Install Receipt Version: openagentskill-install-receipt-v1 Receipt ID: receipt_d89ce06f-63b1-4f53-9b4f-1463f0a5914c Resolve event: resolve_d89ce06f-63b1-4f53-9b4f-1463f0a5914c Generated: 2026-08-03T00:42:16.637Z Task: analyze stock news Agent: auto Selected skill: OpenBB (openbb) URL: https://www.openagentskill.com/skills/openbb Repository: https://github.com/OpenBB-finance/OpenBB Audit: https://www.openagentskill.com/skills/openbb/audit Eval: https://www.openagentskill.com/api/agent/evals?slug=openbb&task=analyze%20stock%20news&max_risk=medium Install: npx skills add OpenBB-finance/OpenBB Install policy: review Auto-install allowed: no Human review required: yes Sandbox first: yes Trust: 70/100 Sandbox only Agent Proven: 0/100 Needs first agent run Audit: 87/100 Needs review Safety: 75/100 Reviewed with permission notes Outcome signal: No agent outcome data yet Why selected: - Matches task terms: stock - Strong GitHub adoption: 46,000 stars - Quality score 90/100 - Install handoff is available - Repository freshness signal is available - Primary pick for Research agents - 70/100 Trust Score - 0/100 Agent Proven Score Do not use when: - teams that need a vendor-supported SLA - high-compliance environments without internal security review - No OpenAgentSkill engagement data yet - License is unclear - Documentation summary is thin - License clarity: Unknown - README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context - Production credentials, payments, or irreversible account changes without explicit human review Alternatives: - Serenity Skill (serenity-skill): npx skills add muxuuu/serenity-skill - Vectorbt (vectorbt): npx skills add polakowo/vectorbt Outcome feedback: Endpoint: POST https://www.openagentskill.com/api/agent/outcome Event ID: resolve_d89ce06f-63b1-4f53-9b4f-1463f0a5914c CLI: npx openagentskill outcome "resolve_d89ce06f-63b1-4f53-9b4f-1463f0a5914c" --skill "openbb" --task "analyze stock news" --agent "auto" --outcome success Next steps: 1. Read the audit page: https://www.openagentskill.com/skills/openbb/audit 2. Fetch the pre-install eval: https://www.openagentskill.com/api/agent/evals?slug=openbb&task=analyze%20stock%20news&max_risk=medium 3. Do not auto-install yet. Ask for human review before running: npx skills add OpenBB-finance/OpenBB 4. Run one narrow task with no production secrets or irreversible side effects. 5. Report the result to https://www.openagentskill.com/api/agent/outcome using event_id resolve_d89ce06f-63b1-4f53-9b4f-1463f0a5914c. Decision Packet: Version: openagentskill-agent-decision-packet-v1 Selected: OpenBB (openbb) Install: npx skills add OpenBB-finance/OpenBB Policy: review Trust: 70/100 Sandbox only Trust decision: Compare alternatives before installing. Risk: Needs review; Reviewed with permission notes Outcome endpoint: https://www.openagentskill.com/api/agent/outcome Outcome event: resolve_d89ce06f-63b1-4f53-9b4f-1463f0a5914c Do not use when: - teams that need a vendor-supported SLA - high-compliance environments without internal security review - No OpenAgentSkill engagement data yet - License is unclear Alternatives: - Serenity Skill: npx skills add muxuuu/serenity-skill - Vectorbt: npx skills add polakowo/vectorbt Selected: OpenBB (openbb) Match: 99 Supply: Finance / Finance and quant Maintenance: 2mo since push Risk: Needs review Safety: 75/100 Review before install Safety tier: Reviewed with permission notes Auto-install policy: review Audit: 87/100 Needs review Install: npx skills add OpenBB-finance/OpenBB URL: https://www.openagentskill.com/skills/openbb Why: Matches task terms: stock; Strong GitHub adoption: 46,000 stars; Quality score 90/100; Install handoff is available; Repository freshness signal is available Agent Decision: Recommended skill: OpenBB Install command: npx skills add OpenBB-finance/OpenBB Safety gate: Reviewed with permission notes (review) Why recommended: - Matches task terms: stock - Strong GitHub adoption: 46,000 stars - Quality score 90/100 - Install handoff is available - Repository freshness signal is available - Primary pick for Research agents Risk summary: Needs review; Reviewed with permission notes; 75/100 Review before install; 78/100 Strong shortlist Risk notes: - License is unclear - Documentation summary is thin - License clarity: Unknown - README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context Next steps: - Read the audit URL before installing. - Ask for human approval before installing. - Use install command: npx skills add OpenBB-finance/OpenBB - After one narrow task, report the outcome with: npx openagentskill outcome "resolve_d89ce06f-63b1-4f53-9b4f-1463f0a5914c" --skill "openbb" --task "analyze stock news" --agent "auto" --outcome success - Summarize output, warnings, files touched, and whether setup or human review was required. Agent Workflow: Action: Require human approval before installing into a real workspace. Install API: https://www.openagentskill.com/api/skills/openbb/install Command: npx skills add OpenBB-finance/OpenBB Prompt: Task: analyze stock news Use OpenBB from https://www.openagentskill.com/skills/openbb. Review the audit first: https://www.openagentskill.com/skills/openbb/audit Review the eval first: https://www.openagentskill.com/api/agent/evals?slug=openbb&task=analyze%20stock%20news&max_risk=medium Install handoff: https://www.openagentskill.com/api/skills/openbb/install Install command: npx skills add OpenBB-finance/OpenBB If audit or policy warnings look unsafe for this workspace, use one of the alternatives instead. Review checklist: - Safety tier: Reviewed with permission notes - Safety score: 75/100 Review before install - Audit score: 87/100 Needs review - Trust score: 70/100 Sandbox only - Readiness: 100/100 Production-ready - License is unclear - License is unclear - Documentation summary is thin - License clarity: Unknown Agent Handoff: Version: openagentskill-agent-handoff-v1 Mode: resolve_compare_review_install Selected skill: OpenBB (openbb) Install policy: review Auto-install allowed: no Human review required: yes Platform templates: - Codex: use copy_prompt from agent_handoff.platform_templates.codex - Claude Code: use copy_prompt from agent_handoff.platform_templates.claude-code - Cursor: use copy_prompt from agent_handoff.platform_templates.cursor Blocked actions: - Do not install when safety_gate.blocked is true. - Do not install when the audit or eval reports unacceptable workspace risk. - Do not execute shell commands, access secrets, or call external services without user approval. - Do not keep the skill as an always-on instruction if it only fits a narrow task. Alternatives: 2. Serenity Skill (serenity-skill) — Reviewed with permission notes, safety 75/100, audit 87/100 3. Vectorbt (vectorbt) — Reviewed with permission notes, safety 75/100, audit 87/100 Blocked for auto-install: No blocked candidates