{"slug":"joellewis-financial-planning-integration","name":"financial-planning-integration","description":"Integrate financial planning engines with the advisor technology stack — data flows between planning tools, CRM, PMS, custodians, and aggregation platforms; capital market assumption (CMA) governance and synchronization; plan-to-IPS-to-model linkage; and governed tax reference parameters in planning tools. Use when the user asks about connecting eMoney, MoneyGuidePro, or RightCapital to CRM or portfolio systems, eliminating manual re-entry between systems, keeping plan and portfolio assumptions consistent, mapping plan outputs (required return, risk capacity, withdrawal schedule) into the IPS and model assignment, or establishing plan update cadence and data-freshness rules. Also trigger on 'plan-to-IPS linkage', 'assumption synchronization', 'CMA governance', or 'planning tool integration'. For planning methodology itself — Monte Carlo modeling, Roth conversion strategy, Social Security claiming, retirement projections — use financial-planning-workflow instead.","long_description":"---\nname: financial-planning-integration\ndescription: \"Integrate financial planning engines with the advisor technology stack — data flows between planning tools, CRM, PMS, custodians, and aggregation platforms; capital market assumption (CMA) governance and synchronization; plan-to-IPS-to-model linkage; and governed tax reference parameters in planning tools. Use when the user asks about connecting eMoney, MoneyGuidePro, or RightCapital to CRM or portfolio systems, eliminating manual re-entry between systems, keeping plan and portfolio assumptions consistent, mapping plan outputs (required return, risk capacity, withdrawal schedule) into the IPS and model assignment, or establishing plan update cadence and data-freshness rules. Also trigger on 'plan-to-IPS linkage', 'assumption synchronization', 'CMA governance', or 'planning tool integration'. For planning methodology itself — Monte Carlo modeling, Roth conversion strategy, Social Security claiming, retirement projections — use financial-planning-workflow instead.\"\n---\n\n# Financial Planning Integration\n\n## Core Concepts\n\n### Financial Planning System Architecture\nThe financial planning engine is the analytical hub of the advisor technology stack. It ingests client data from multiple systems, models the client's financial future, and produces outputs that drive portfolio construction, cash management, and ongoing advisory recommendations. (For the planning methodology those engines implement, see financial-planning-workflow.)\n\n**Relationship to other systems in the advisor technology stack:**\n- **CRM (client relationship management):** Source of client demographic data, household composition, employment status, life events, and planning review triggers. The CRM is the system of record for client facts; the planning tool consumes these facts as inputs.\n- **PMS (portfolio management system):** Source of current portfolio holdings, asset allocation, and account types. The plan produces a required return target and risk capacity that feed back to the PMS as constraints for portfolio construction.\n- **Custodian:** Source of account balances, positions, and transaction history. Custodial data feeds ensure the plan reflects actual account values rather than stale estimates.\n- **Aggregation platform:** Source of held-away assets — accounts at other custodians, employer retirement plans, bank accounts, real estate equity estimates, stock options. Aggregation fills the gap between what the advisor custodies and what the client actually owns, which is essential for a complete financial picture.\n\n**Common financial planning platforms (as of 2026; verify current vendor lineups):** eMoney Advisor, MoneyGuidePro (Envestnet), RightCapital, Naviplan (InvestCloud), and planning modules embedded within all-in-one platforms (e.g., Orion Planning, Advyzon). Platform selection depends on firm size, integration requirements, planning complexity, and client-facing presentation needs. Some platforms emphasize interactive client portals (eMoney, RightCapital); others emphasize advisor-facing analytical depth (MoneyGuidePro, Naviplan).\n\n### Goal Data Model and Status Tracking\nGoals are the structured records that flow between the planning tool, CRM, and client portal. Each goal carries a defined set of attributes that downstream systems consume:\n\n- **Target amount:** The dollar amount needed, in today's or future dollars\n- **Target date:** When the funds are needed (single date or range for ongoing goals like retirement income)\n- **Priority:** Essential, important, or aspirational\n- **Funding source:** Which accounts and income streams fund the goal — this account linkage is what connects the plan to the PMS\n- **Inflation assumption:** The category-specific inflation rate applied (general CPI, education, healthcare)\n\nEach goal carries a status derived from its current probability of success, and status updates flow out to the CRM and client portal:\n\n- **On track:** Probability at or above the target threshold (commonly 80-90%)\n- **Needs attention:** 60-80%, where modest adjustments could restore on-track status\n- **At risk:** 40-60%, requiring significant plan changes\n- **Unlikely:** Below 40%, where the goal may need restructuring or deprioritization\n\nThese status indicators must update dynamically as portfolio feeds refresh plan inputs. How to set goals, prioritize among them, and model trade-offs is methodology — see financial-planning-workflow.\n\n### Capital Market Assumptions as Governed Inputs\nThe expected return, volatility, and correlation assumptions behind plan projections are the most consequential — and most frequently desynchronized — data elements in the planning stack.\n\n- Small changes are high-leverage: reducing an expected equity return from 8% to 7% can shift a plan's probability of success by 10-15 percentage points. A single probability number presented without assumption context creates false precision.\n- The firm should maintain a single authoritative capital market assumptions (CMA) document — owned by the investment committee, reviewed on a defined cadence (quarterly or annually) — that every system (planning tool, PMS, proposal engine) references. Assumptions set independently in each system will drift apart.\n- When CMAs change, all systems must update simultaneously and all client plans should be re-run, with material probability changes flagged for advisor review.\n- Distribution choices (normal vs. log-normal, historical bootstrapping, regime-switching) are also assumptions that should be documented in the CMA governance record, since different planning tools default to different methods.\n\nMonte Carlo mechanics and how to interpret probability-of-success results are covered in financial-planning-workflow.\n\n### Tax Reference Parameters as Governed Inputs\nPlanning-tool tax projections depend on annually updated reference data: federal and state bracket thresholds, standard deduction amounts, IRMAA (Medicare income-related monthly adjustment amount) thresholds, contribution limits, and RMD ages. These parameters are data-governance concerns, not just planning inputs:\n\n- Most planning vendors push annual tax-table updates, but firms must verify the update landed before running year-end conversion or withdrawal analyses. A plan computed on last year's brackets silently misstates bracket-fill room and IRMAA exposure.\n- Anchor every figure to a tax year in client-facing output. For reference, 2026 values: standard deduction $32,200 (married filing jointly); 22% bracket tops out at $211,400 of MFJ taxable income; first IRMAA threshold $218,000 MFJ (based on MAGI from two years prior). Always verify current-year values — these adjust annually.\n- Custom overrides (e.g., a state tax assumption entered manually) should be inventoried and re-validated each year, since they do not refresh with vendor updates.\n\n### Plan-to-Portfolio Linkage\nThe financial plan and the investment portfolio are two sides of the same coin. The plan determines what the portfolio must deliver (required return, risk budget, withdrawal schedule), and the portfolio must be constructed to meet those requirements. When the plan and portfolio are disconnected, the client receives inconsistent advice.\n\n**From plan to portfolio — the forward link:**\n- The plan produces a required rate of return: the return the portfolio must achieve for the plan to succeed at the target probability.\n- The plan identifies the client's risk capacity: the maximum tolerable drawdown or volatility before the plan fails. Risk capacity is derived from the plan — a client with a well-funded plan and flexible spending has high risk capacity; a client on the edge of plan failure has low risk capacity.\n- These outputs feed the Investment Policy Statement (IPS), which translates planning assumptions into portfolio constraints: target allocation, allowable ranges, rebalancing triggers, withdrawal rules.\n\n**The IPS as the bridge document:**\n- The IPS connects the financial plan to the portfolio. It specifies the return objective (from the plan), the risk tolerance (ability from the plan, willingness from client assessment), and the constraints (liquidity needs from the plan's withdrawal schedule, time horizon from the plan's goal dates, tax considerations from the plan's tax projection).\n- When the plan changes, the IPS should be reviewed and updated. When the IPS changes, the portfolio should be adjusted accordingly.\n\n**From portfolio to plan — the feedback loop:**\n- Portfolio performance (actual returns, contributions, withdrawals) feeds back to update the plan. If the portfolio outperforms, the plan's probability of success improves. If the portfolio underperforms, the plan may need adjustment.\n- Account-level activity (Roth conversions executed, RMDs taken, tax-loss harvesting realized) affects the plan's tax projection and should be reflected in the next plan update.\n\n**Closed-loop planning:** Changes in the portfolio feed back to update the plan; changes in the plan feed forward to update the portfolio. This two-way connection is the hallmark of integrated advisory practice. Without it, the plan and portfolio drift apart over time, and the client receives conflicting messages about their financial situation.\n\n**Mapping goals to accounts and time horizons:**\n- Short-term goals (1-3 years) map to low-risk allocations: cash, short-term bonds, money market funds.\n- Medium-term goals (3-10 years) map to moderate allocations: intermediate-term bonds, balanced strategies.\n- Long-term goals (10+ years) map to growth allocations: equities, real assets, alternatives.\n- This goal-to-account mapping (\"bucketing\" or \"time segmentation\") is the data linkage that lets clients see why different parts of the portfolio are invested differently — and it only works if the planning tool's goal records are linked to specific PMS accounts.\n\n### Data Flows and Integration Patterns\nThe financial plan is only as good as the data that flows into it and the degree to which its outputs are acted upon.\n\n**Data flowing into the financial plan:**\n- **Client demographics** (from CRM): names, dates of birth, marital status, dependents, employment status, expected retirement date, health status, state of residence.\n- **Current portfolio** (from PMS/custodian): account types, balances, holdings, asset allocation, cost basis, unrealized gains/losses.\n- **Held-away assets** (from aggregation): 401(k) plans at current or former employers, spouse's accounts, bank accounts, real estate equity, stock options, restricted stock units, deferred compensation.\n- **Insurance policies** (from client interview or document upload): life, disability, long-term care, annuity contracts.\n- **Real estate** (from client interview or third-party valuation): primary residence value, mortgage balance, rental and vacation properties.\n- **Income and expense data** (from client interview, tax returns, or budgeting tools): salary, bonus, rental and investment income, Social Security estimates (from SSA statements), pension details, itemized expenses or estimated spending rates.\n\n**Data flowing out of the financial plan:**\n- **Required return target** (to PMS/IPS): drives asset allocation decisions.\n- **Risk capacity** (to PMS/IPS): the maximum risk the plan can tolerate before probability of success drops below the acceptable threshold.\n- **Recommended savings rate** (to advisor/client): the annual savings needed to keep the plan on track.\n- **Withdrawal schedule** (to PMS for cash management): timing and amount of withdrawals from each account, accounting for tax optimization and RMD requirements.\n- **Roth conversion schedule** (to PMS for execution): recommended conversion amounts by year.\n- **Goal status updates** (to CRM/client portal): on-track, needs attention, at risk, unlikely — for each goal.\n\n**Integration challenges:**\n- **Manual re-entry:** Many advisory firms still manually re-enter data between systems (e.g., typing client data from the C","tagline":"Integrate financial planning engines with the advisor technology stack — data flows between planning tools, CRM, PMS, custodians, and aggregation platforms; capital market assumption (CMA) governance and synchronization; plan-to-IPS-to-model linkage; and governed tax reference pa","category":"security","tags":["agent-skill"],"author":"JoelLewis","verified":false,"attribution":{"status":"registry_indexed","statusLabel":"Registry indexed","shortLabel":"REGISTRY INDEXED","sourceLabel":"github fast track","sourceDetail":"JoelLewis/finance_skills","creatorName":"JoelLewis","creatorUrl":"https://github.com/JoelLewis","sourceUrl":"https://github.com/JoelLewis/finance_skills/tree/main/plugins/advisory-practice/skills/financial-planning-integration","indexedBy":"OpenAgentSkill community index","claimUrl":"https://www.openagentskill.com/skills/joellewis-financial-planning-integration#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":178,"forks":34,"verified_installs":0,"successful_runs":0,"total_outcomes":0,"rating":0,"review_count":0,"quality_score":35.87},"quality":{"score":63,"tier":"promising","label":"Promising","summary":"Useful candidate, but compare it with alternatives before adopting.","signals":[{"label":"GitHub stars","value":"178","tone":"neutral"},{"label":"Freshness","value":"2mo ago","tone":"positive"},{"label":"Install ready","value":"Yes","tone":"positive"},{"label":"License","value":"MIT","tone":"neutral"}],"warnings":[]},"trust":{"version":"trust-score-v5","score":70,"base_score":78,"outcome_confidence":0,"tier":"review","label":"Sandbox only","summary":"Useful candidate with missing or mixed trust signals. 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require human review before any live investment decision.","This skill may touch real-money trading, broker, wallet, or exchange operations; use only in a sandbox with explicit approval.","Quality score needs review","Stars/forks activity: 178 stars, 34 forks; issue activity unavailable in current metadata","No real agent outcome reports yet","Human review required before unattended installation"],"evidence":{"stars":"178 GitHub stars","repoActivity":"178 stars, 34 forks","lastPushed":"2mo since push","license":"MIT","repository":"https://github.com/JoelLewis/finance_skills/tree/main/plugins/advisory-practice/skills/financial-planning-integration","install":"npx skills add JoelLewis/finance_skills --skill financial-planning-integration","installSafety":"standard package or runtime install path","permissionSurface":"filesystem or document access","documentation":"Usable metadata, review docs","agentOutcomes":"No agent outcome data yet","agentProvenScore":0,"outcomeConfidence":"0%","installPolicy":"sandbox_only"},"installReadiness":{"ready":true,"command":"npx skills add JoelLewis/finance_skills --skill financial-planning-integration","policy":"sandbox_only","label":"Sandbox only","notes":["Install path is available","Repository evidence is available","License is declared","No Agent Proven outcome evidence yet","2mo since push","Financial domain: human review is required before use in a live investment workflow.","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":["Financial research output is not financial advice; require human review before any live investment decision.","This skill may touch real-money trading, broker, wallet, or exchange operations; use only in a sandbox with explicit approval.","Quality score needs review","Stars/forks activity: 178 stars, 34 forks; issue activity unavailable in current metadata"]},"outcomeEvidence":{"total":0,"successes":0,"failures":0,"notRelevant":0,"successRate":null,"installAttempts":0,"riskBlocked":0,"setupRequired":0,"installSuccessRate":null,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"recentSuccessRate":null,"recentFailureRate":null,"uniqueAgents":0,"agentProvenScore":0,"agentProvenLabel":"Needs first agent run","lastOutcomeAt":null,"label":"No agent outcome data yet"},"autoInstall":{"allowed":false,"sandboxRequired":true,"policy":"sandbox_only","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":["security","agent-skill"],"suited_agents":["Codex","Claude Code","Cursor","OpenAgentSkill CLI"],"install_command":"npx skills add JoelLewis/finance_skills --skill financial-planning-integration","trust_score":70,"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","Autonomous investment, trading, tax, or suitability decisions without a qualified human review","Live brokerage, exchange, wallet, or payment credentials outside an explicitly approved sandbox"],"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":["security","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","Autonomous investment, trading, tax, or suitability decisions without a qualified human review","Live brokerage, exchange, wallet, or payment credentials outside an explicitly approved sandbox"],"knownRisks":["Financial research output is not financial advice; require human review before any live investment decision.","This skill may touch real-money trading, broker, wallet, or exchange operations; use only in a sandbox with explicit approval.","Quality score needs review","Stars/forks activity: 178 stars, 34 forks; issue activity unavailable in current metadata"],"backward_compatible":{"trust_score_v4":{"version":"trust-score-v4","score":78,"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":78,"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":62,"weight":0.13,"status":"info","detail":"178 GitHub stars"},{"id":"repo_activity","label":"Stars/forks activity","score":57,"weight":0.08,"status":"warn","detail":"178 stars, 34 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":76,"weight":0.14,"status":"info","detail":"Public metadata needs stronger README/SKILL.md 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 JoelLewis/finance_skills --skill financial-planning-integration"},{"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/JoelLewis/finance_skills/tree/main/plugins/advisory-practice/skills/financial-planning-integration"},{"id":"review_status","label":"Review status","score":88,"weight":0.05,"status":"pass","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":"178 GitHub stars"},{"status":"warn","label":"Stars/forks activity","detail":"178 stars, 34 forks; issue activity unavailable in current metadata"},{"status":"pass","label":"Recent maintenance","detail":"2mo since push"},{"status":"pass","label":"License clarity","detail":"MIT"},{"status":"info","label":"README/SKILL.md completeness","detail":"Public metadata needs stronger README/SKILL.md 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 JoelLewis/finance_skills --skill financial-planning-integration"},{"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/JoelLewis/finance_skills/tree/main/plugins/advisory-practice/skills/financial-planning-integration"},{"status":"pass","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":"info","label":"OpenAgentSkill usage","detail":"No local usage activity yet"},{"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","Install command has no obvious high-risk pattern"],"warnings":["Financial research output is not financial advice; require human review before any live investment decision.","This skill may touch real-money trading, broker, wallet, or exchange operations; use only in a sandbox with explicit approval.","Quality score needs review","Stars/forks activity: 178 stars, 34 forks; issue activity unavailable in current metadata"],"evidence":{"stars":"178 GitHub stars","repoActivity":"178 stars, 34 forks","lastPushed":"2mo since push","license":"MIT","repository":"https://github.com/JoelLewis/finance_skills/tree/main/plugins/advisory-practice/skills/financial-planning-integration","install":"npx skills add JoelLewis/finance_skills --skill financial-planning-integration","installSafety":"standard package or runtime install path","permissionSurface":"filesystem or document access","documentation":"Usable metadata, review docs","agentOutcomes":"No agent outcome data yet"},"installReadiness":{"ready":true,"command":"npx skills add JoelLewis/finance_skills --skill financial-planning-integration","policy":"sandbox_only","label":"Sandbox only","notes":["Install path is available","Repository evidence is available","License is declared","No Agent Proven outcome evidence yet","2mo since push","Financial domain: human review is required before use in a live investment workflow."]},"agentCompatibility":["Codex","Claude Code","Cursor","OpenAgentSkill CLI"],"riskSummary":{"level":"medium","label":"Review before production","notes":["Financial research output is not financial advice; require human review before any live investment decision.","This skill may touch real-money trading, broker, wallet, or exchange operations; use only in a sandbox with explicit approval.","Quality score needs review","Stars/forks activity: 178 stars, 34 forks; issue activity unavailable in current metadata"]},"outcomeEvidence":{"total":0,"successes":0,"failures":0,"notRelevant":0,"successRate":null,"installAttempts":0,"riskBlocked":0,"setupRequired":0,"installSuccessRate":null,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"recentSuccessRate":null,"recentFailureRate":null,"uniqueAgents":0,"agentProvenScore":0,"agentProvenLabel":"Needs first agent run","lastOutcomeAt":null,"label":"No agent outcome data yet"},"autoInstall":{"allowed":false,"sandboxRequired":true,"policy":"sandbox_only","reason":"Human review or sandbox validation is required before automatic installation."},"bestFor":["security","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","Autonomous investment, trading, tax, or suitability decisions without a qualified human review","Live brokerage, exchange, wallet, or payment credentials outside an explicitly approved sandbox"],"knownRisks":["Financial research output is not financial advice; require human review before any live investment decision.","This skill may touch real-money trading, broker, wallet, or exchange operations; use only in a sandbox with explicit approval.","Quality score needs review","Stars/forks activity: 178 stars, 34 forks; issue activity unavailable in current metadata"]},"agent_proven":{"version":"agent-proven-v1","score":0,"tier":"unproven","label":"Needs first agent run","summary":"No agent outcome reports yet. Use Resolve, run one narrow sandbox task, then report the result.","metrics":{"totalOutcomes":0,"successfulOutcomes":0,"failedOutcomes":0,"installAttempts":0,"installSuccessRate":null,"successRate":null,"recentSuccessRate":null,"recentFailureRate":null,"riskBlocked":0,"setupRequired":0,"notRelevant":0,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"uniqueAgents":0,"lastOutcomeAt":null},"signals":[],"penalties":["No real agent outcome evidence yet"]},"outcome_stats":null,"safety":{"score":62,"level":"avoid_auto_install","label":"Avoid automatic install","safety_tier":{"tier":"blocked","label":"Blocked for auto-install","badge":"BLOCKED","summary":"This skill should not be selected by an agent without explicit human security review.","recommended_action":"Do not auto-install. Inspect the source, dependencies, and permission surface first.","auto_install_policy":"block","reasons":["Audit risk exceeds the requested agent policy","Audit classified this skill as risky","Audit risk risky exceeds max_risk=medium"]},"auto_install_allowed":false,"human_review_required":true,"blocked":true,"audit_risk":"risky","permission_hints":[{"id":"network","label":"Network access","reason":"Skill likely fetches remote pages, APIs, repositories, or external services.","severity":"medium"},{"id":"filesystem","label":"Filesystem access","reason":"Skill may read or write project files, documents, generated artifacts, or local workspace state.","severity":"medium"}],"policy_warnings":["Audit risk risky exceeds max_risk=medium","Financial research output is not financial advice; require human review before any live investment decision"],"constraints_applied":{"max_risk":"medium","needs_install_command":true,"min_stars":0}},"safety_gate":{"tier":"blocked","label":"Blocked for auto-install","badge":"BLOCKED","auto_install_policy":"block","auto_install_allowed":false,"blocked":true,"human_review_required":true,"recommended_action":"Do not auto-install. Inspect the source, dependencies, and permission surface first.","reasons":["Audit risk exceeds the requested agent policy","Audit classified this skill as risky","Audit risk risky exceeds max_risk=medium"]},"eval":{"version":"openagentskill-skill-eval-v1","status":"failed","score":72,"risk_level":"high","decision":{"recommendation":"do_not_auto_install","reason":"Audit score: Risky","auto_install_allowed":false,"policy":"block","human_review_required":true},"blockers":["Audit score: Risky","Agent safety gate: This skill should not be selected by an agent without explicit human security review."],"warnings":["Trust score: Good trust signals with a few areas worth checking before rollout.","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context","Audit risk risky exceeds max_risk=medium","Financial research output is not financial advice; require human review before any live investment decision","Potential broker, wallet, exchange, or real-money execution surface; sandbox and explicit approval are required","Financial research output is not financial advice; require human review before any live investment decision.","This skill may touch real-money trading, broker, wallet, or exchange operations; use only in a sandbox with explicit approval.","Quality score needs review","Stars/forks activity: 178 stars, 34 forks; issue activity unavailable in current metadata"],"validation_plan":["Inspect repository, README/SKILL.md, license, and recent commits before production use.","Install in an isolated workspace or sandbox with no production secrets available.","Run the smallest representative task and record files touched, commands run, network access, and outputs.","Compare the selected skill against at least one alternative when the eval status is review or failed.","Promote only after the agent reports a successful verification result and unresolved warnings are accepted."],"checks":[{"id":"task_fit","label":"Task fit","status":"pass","score":84,"required_for_auto_install":true,"detail":"Task wording matches this skill metadata.","evidence":["Evaluate financial-planning-integration before installing it in an agent workflow","security","Finance and quant workflows; Claude Code teams; builders willing to evaluate younger projects"]},{"id":"install_path","label":"Install path","status":"pass","score":92,"required_for_auto_install":true,"detail":"Install handoff is available.","evidence":["npx skills add JoelLewis/finance_skills --skill financial-planning-integration"]},{"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 JoelLewis/finance_skills --skill financial-planning-integration"]},{"id":"trust_score","label":"Trust score","status":"warn","score":78,"required_for_auto_install":true,"detail":"Good trust signals with a few areas worth checking before rollout.","evidence":["Strong shortlist","178 GitHub stars","MIT"]},{"id":"audit_score","label":"Audit score","status":"fail","score":78,"required_for_auto_install":true,"detail":"Risky","evidence":["Financial research output is not financial advice; require human review before any live investment decision"]},{"id":"agent_safety_gate","label":"Agent safety gate","status":"fail","score":62,"required_for_auto_install":true,"detail":"This skill should not be selected by an agent without explicit human security review.","evidence":["Do not auto-install. Inspect the source, dependencies, and permission surface first.","Audit risk exceeds the requested agent policy"]},{"id":"readme_skillmd_completeness","label":"README/SKILL.md completeness","status":"warn","score":76,"required_for_auto_install":false,"detail":"Public metadata needs stronger README/SKILL.md context","evidence":["Usable metadata, review docs"]},{"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"]},{"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/joellewis-financial-planning-integration/evals","api":"/api/agent/evals?slug=joellewis-financial-planning-integration","text":"/api/agent/evals?slug=joellewis-financial-planning-integration&format=text"}},"agent_readable_metadata":{"version":"openagentskill-agent-metadata-v2","skill":{"slug":"joellewis-financial-planning-integration","name":"financial-planning-integration","description":"Integrate financial planning engines with the advisor technology stack — data flows between planning tools, CRM, PMS, custodians, and aggregation platforms; capital market assumption (CMA) governance and synchronization; plan-to-IPS-to-model linkage; and governed tax reference parameters in planning tools. Use when the user asks about connecting eMoney, MoneyGuidePro, or RightCapital to CRM or portfolio systems, eliminating manual re-entry between systems, keeping plan and portfolio assumptions consistent, mapping plan outputs (required return, risk capacity, withdrawal schedule) into the IPS and model assignment, or establishing plan update cadence and data-freshness rules. Also trigger on 'plan-to-IPS linkage', 'assumption synchronization', 'CMA governance', or 'planning tool integration'. For planning methodology itself — Monte Carlo modeling, Roth conversion strategy, Social Security claiming, retirement projections — use financial-planning-workflow instead.","category":"security","url":"https://www.openagentskill.com/skills/joellewis-financial-planning-integration","repository":"https://github.com/JoelLewis/finance_skills/tree/main/plugins/advisory-practice/skills/financial-planning-integration","github_repo":"JoelLewis/finance_skills"},"suited_tasks":["Finance and quant workflows","Claude Code teams","builders willing to evaluate younger projects","Retrieve market data","Compare financial signals","Generate investor-ready analysis","Move data between tools","Transform files"],"suited_agents":["Codex","Claude Code","Cursor","OpenAgentSkill CLI","CLI"],"install":{"command":"npx skills add JoelLewis/finance_skills --skill financial-planning-integration","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 joellewis-financial-planning-integration"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"financial-planning-integration\" agent skill from https://github.com/JoelLewis/finance_skills/tree/main/plugins/advisory-practice/skills/financial-planning-integration. 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: Integrate financial planning engines with the advisor technology stack — data flows between planning tools, CRM, PMS, custodians, and aggregation platforms; capital market assumption (CMA) governance and synchronization; plan-to-IPS-to-model linkage; and governed tax reference parameters in planning tools. Use when the user asks about connecting eMoney, MoneyGuidePro, or RightCapital to CRM or portfolio systems, eliminating manual re-entry between systems, keeping plan and portfolio assumptions consistent, mapping plan outputs (required return, risk capacity, withdrawal schedule) into the IPS and model assignment, or establishing plan update cadence and data-freshness rules. Also trigger on 'plan-to-IPS linkage', 'assumption synchronization', 'CMA governance', or 'planning tool integration'. For planning methodology itself — Monte Carlo modeling, Roth conversion strategy, Social Security claiming, retirement projections — use financial-planning-workflow instead. 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\":\"joellewis-financial-planning-integration\",\"task\":\"Install financial-planning-integration\",\"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 \"financial-planning-integration\" as a Claude Code skill from https://github.com/JoelLewis/finance_skills/tree/main/plugins/advisory-practice/skills/financial-planning-integration. 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: Integrate financial planning engines with the advisor technology stack — data flows between planning tools, CRM, PMS, custodians, and aggregation platforms; capital market assumption (CMA) governance and synchronization; plan-to-IPS-to-model linkage; and governed tax reference parameters in planning tools. Use when the user asks about connecting eMoney, MoneyGuidePro, or RightCapital to CRM or portfolio systems, eliminating manual re-entry between systems, keeping plan and portfolio assumptions consistent, mapping plan outputs (required return, risk capacity, withdrawal schedule) into the IPS and model assignment, or establishing plan update cadence and data-freshness rules. Also trigger on 'plan-to-IPS linkage', 'assumption synchronization', 'CMA governance', or 'planning tool integration'. For planning methodology itself — Monte Carlo modeling, Roth conversion strategy, Social Security claiming, retirement projections — use financial-planning-workflow instead. 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\":\"joellewis-financial-planning-integration\",\"task\":\"Install financial-planning-integration\",\"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 \"financial-planning-integration\" from https://github.com/JoelLewis/finance_skills/tree/main/plugins/advisory-practice/skills/financial-planning-integration 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: Integrate financial planning engines with the advisor technology stack — data flows between planning tools, CRM, PMS, custodians, and aggregation platforms; capital market assumption (CMA) governance and synchronization; plan-to-IPS-to-model linkage; and governed tax reference parameters in planning tools. Use when the user asks about connecting eMoney, MoneyGuidePro, or RightCapital to CRM or portfolio systems, eliminating manual re-entry between systems, keeping plan and portfolio assumptions consistent, mapping plan outputs (required return, risk capacity, withdrawal schedule) into the IPS and model assignment, or establishing plan update cadence and data-freshness rules. Also trigger on 'plan-to-IPS linkage', 'assumption synchronization', 'CMA governance', or 'planning tool integration'. For planning methodology itself — Monte Carlo modeling, Roth conversion strategy, Social Security claiming, retirement projections — use financial-planning-workflow instead. 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\":\"joellewis-financial-planning-integration\",\"task\":\"Install financial-planning-integration\",\"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/joellewis-financial-planning-integration/install","manifest_url":"https://www.openagentskill.com/api/registry/manifest/joellewis-financial-planning-integration"},"trust":{"score":78,"label":"Strong shortlist","version":"trust-score-v4","install_policy":"sandbox_only","evidence":{"stars":"178 GitHub stars","repoActivity":"178 stars, 34 forks","lastPushed":"2mo since push","license":"MIT","repository":"https://github.com/JoelLewis/finance_skills/tree/main/plugins/advisory-practice/skills/financial-planning-integration","install":"npx skills add JoelLewis/finance_skills --skill financial-planning-integration","installSafety":"standard package or runtime install path","permissionSurface":"filesystem or document access","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":["security","agent-skill"],"known_risks":["Financial research output is not financial advice; require human review before any live investment decision.","This skill may touch real-money trading, broker, wallet, or exchange operations; use only in a sandbox with explicit approval.","Quality score needs review","Stars/forks activity: 178 stars, 34 forks; issue activity unavailable in current metadata"]},"agent_proven":{"version":"agent-proven-v1","score":0,"tier":"unproven","label":"Needs first agent run","summary":"No agent outcome reports yet. Use Resolve, run one narrow sandbox task, then report the result.","metrics":{"totalOutcomes":0,"successfulOutcomes":0,"failedOutcomes":0,"installAttempts":0,"installSuccessRate":null,"successRate":null,"recentSuccessRate":null,"recentFailureRate":null,"riskBlocked":0,"setupRequired":0,"notRelevant":0,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"uniqueAgents":0,"lastOutcomeAt":null},"signals":[],"penalties":["No real agent outcome evidence yet"]},"audit":{"score":78,"risk_level":"risky","risk_label":"Risky","warnings":["Financial research output is not financial advice; require human review before any live investment decision","Potential broker, wallet, exchange, or real-money execution surface; sandbox and explicit approval are required","Financial research output is not financial advice; require human review before any live investment decision.","This skill may touch real-money trading, broker, wallet, or exchange operations; use only in a sandbox with explicit approval.","Quality score needs review","Stars/forks activity: 178 stars, 34 forks; issue activity unavailable in current metadata"]},"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":63,"label":"Promising"},"supply":{"track":"Finance and quant workflows","scenario":"Finance and quant","maintenance":"2mo since push","risk":"Risky"},"alternative_skills":[],"do_not_use_when":["teams that need a vendor-supported SLA","high-compliance environments without internal security review","No OpenAgentSkill engagement data yet","Audit risk risky exceeds max_risk=medium","Financial research output is not financial advice; require human review before any live investment decision","Potential broker, wallet, exchange, or real-money execution surface; sandbox and explicit approval are required","Financial research output is not financial advice; require human review before any live investment decision.","This skill may touch real-money trading, broker, wallet, or exchange operations; use only in a sandbox with explicit approval."],"agent_contract":{"task_input":"Use financial-planning-integration 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: 78/100 Strong shortlist","Audit: 78/100 Risky","Safety: 62/100 Avoid automatic install","Review repository, license, install command, and permission surface before production use."],"expected_agent_output":{"selected_skill":"joellewis-financial-planning-integration (financial-planning-integration)","install_command":"npx skills add JoelLewis/finance_skills --skill financial-planning-integration","risk_summary":"Risky; 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":"joellewis-financial-planning-integration","task":"Use financial-planning-integration 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/joellewis-financial-planning-integration","api":"https://www.openagentskill.com/api/agent/skills/joellewis-financial-planning-integration","audit":"https://www.openagentskill.com/skills/joellewis-financial-planning-integration/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=joellewis-financial-planning-integration&task=Use%20financial-planning-integration%20in%20an%20agent%20workflow&max_risk=medium","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Use%20financial-planning-integration%20in%20an%20agent%20workflow&agent=codex&max_risk=medium","receipt":"https://www.openagentskill.com/api/agent/receipt?task=Use%20financial-planning-integration%20in%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text","install":"https://www.openagentskill.com/api/skills/joellewis-financial-planning-integration/install","manifest":"https://www.openagentskill.com/api/registry/manifest/joellewis-financial-planning-integration"}},"machine_metadata":{"version":"openagentskill-agent-metadata-v2","skill":{"slug":"joellewis-financial-planning-integration","name":"financial-planning-integration","description":"Integrate financial planning engines with the advisor technology stack — data flows between planning tools, CRM, PMS, custodians, and aggregation platforms; capital market assumption (CMA) governance and synchronization; plan-to-IPS-to-model linkage; and governed tax reference parameters in planning tools. Use when the user asks about connecting eMoney, MoneyGuidePro, or RightCapital to CRM or portfolio systems, eliminating manual re-entry between systems, keeping plan and portfolio assumptions consistent, mapping plan outputs (required return, risk capacity, withdrawal schedule) into the IPS and model assignment, or establishing plan update cadence and data-freshness rules. Also trigger on 'plan-to-IPS linkage', 'assumption synchronization', 'CMA governance', or 'planning tool integration'. For planning methodology itself — Monte Carlo modeling, Roth conversion strategy, Social Security claiming, retirement projections — use financial-planning-workflow instead.","category":"security","url":"https://www.openagentskill.com/skills/joellewis-financial-planning-integration","repository":"https://github.com/JoelLewis/finance_skills/tree/main/plugins/advisory-practice/skills/financial-planning-integration","github_repo":"JoelLewis/finance_skills"},"suited_tasks":["Finance and quant workflows","Claude Code teams","builders willing to evaluate younger projects","Retrieve market data","Compare financial signals","Generate investor-ready analysis","Move data between tools","Transform files"],"suited_agents":["Codex","Claude Code","Cursor","OpenAgentSkill CLI","CLI"],"install":{"command":"npx skills add JoelLewis/finance_skills --skill financial-planning-integration","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 joellewis-financial-planning-integration"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"financial-planning-integration\" agent skill from https://github.com/JoelLewis/finance_skills/tree/main/plugins/advisory-practice/skills/financial-planning-integration. 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: Integrate financial planning engines with the advisor technology stack — data flows between planning tools, CRM, PMS, custodians, and aggregation platforms; capital market assumption (CMA) governance and synchronization; plan-to-IPS-to-model linkage; and governed tax reference parameters in planning tools. Use when the user asks about connecting eMoney, MoneyGuidePro, or RightCapital to CRM or portfolio systems, eliminating manual re-entry between systems, keeping plan and portfolio assumptions consistent, mapping plan outputs (required return, risk capacity, withdrawal schedule) into the IPS and model assignment, or establishing plan update cadence and data-freshness rules. Also trigger on 'plan-to-IPS linkage', 'assumption synchronization', 'CMA governance', or 'planning tool integration'. For planning methodology itself — Monte Carlo modeling, Roth conversion strategy, Social Security claiming, retirement projections — use financial-planning-workflow instead. 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\":\"joellewis-financial-planning-integration\",\"task\":\"Install financial-planning-integration\",\"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 \"financial-planning-integration\" as a Claude Code skill from https://github.com/JoelLewis/finance_skills/tree/main/plugins/advisory-practice/skills/financial-planning-integration. 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: Integrate financial planning engines with the advisor technology stack — data flows between planning tools, CRM, PMS, custodians, and aggregation platforms; capital market assumption (CMA) governance and synchronization; plan-to-IPS-to-model linkage; and governed tax reference parameters in planning tools. Use when the user asks about connecting eMoney, MoneyGuidePro, or RightCapital to CRM or portfolio systems, eliminating manual re-entry between systems, keeping plan and portfolio assumptions consistent, mapping plan outputs (required return, risk capacity, withdrawal schedule) into the IPS and model assignment, or establishing plan update cadence and data-freshness rules. Also trigger on 'plan-to-IPS linkage', 'assumption synchronization', 'CMA governance', or 'planning tool integration'. For planning methodology itself — Monte Carlo modeling, Roth conversion strategy, Social Security claiming, retirement projections — use financial-planning-workflow instead. 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\":\"joellewis-financial-planning-integration\",\"task\":\"Install financial-planning-integration\",\"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 \"financial-planning-integration\" from https://github.com/JoelLewis/finance_skills/tree/main/plugins/advisory-practice/skills/financial-planning-integration 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: Integrate financial planning engines with the advisor technology stack — data flows between planning tools, CRM, PMS, custodians, and aggregation platforms; capital market assumption (CMA) governance and synchronization; plan-to-IPS-to-model linkage; and governed tax reference parameters in planning tools. Use when the user asks about connecting eMoney, MoneyGuidePro, or RightCapital to CRM or portfolio systems, eliminating manual re-entry between systems, keeping plan and portfolio assumptions consistent, mapping plan outputs (required return, risk capacity, withdrawal schedule) into the IPS and model assignment, or establishing plan update cadence and data-freshness rules. Also trigger on 'plan-to-IPS linkage', 'assumption synchronization', 'CMA governance', or 'planning tool integration'. For planning methodology itself — Monte Carlo modeling, Roth conversion strategy, Social Security claiming, retirement projections — use financial-planning-workflow instead. 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\":\"joellewis-financial-planning-integration\",\"task\":\"Install financial-planning-integration\",\"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/joellewis-financial-planning-integration/install","manifest_url":"https://www.openagentskill.com/api/registry/manifest/joellewis-financial-planning-integration"},"trust":{"score":78,"label":"Strong shortlist","version":"trust-score-v4","install_policy":"sandbox_only","evidence":{"stars":"178 GitHub stars","repoActivity":"178 stars, 34 forks","lastPushed":"2mo since push","license":"MIT","repository":"https://github.com/JoelLewis/finance_skills/tree/main/plugins/advisory-practice/skills/financial-planning-integration","install":"npx skills add JoelLewis/finance_skills --skill financial-planning-integration","installSafety":"standard package or runtime install path","permissionSurface":"filesystem or document access","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":["security","agent-skill"],"known_risks":["Financial research output is not financial advice; require human review before any live investment decision.","This skill may touch real-money trading, broker, wallet, or exchange operations; use only in a sandbox with explicit approval.","Quality score needs review","Stars/forks activity: 178 stars, 34 forks; issue activity unavailable in current metadata"]},"agent_proven":{"version":"agent-proven-v1","score":0,"tier":"unproven","label":"Needs first agent run","summary":"No agent outcome reports yet. Use Resolve, run one narrow sandbox task, then report the result.","metrics":{"totalOutcomes":0,"successfulOutcomes":0,"failedOutcomes":0,"installAttempts":0,"installSuccessRate":null,"successRate":null,"recentSuccessRate":null,"recentFailureRate":null,"riskBlocked":0,"setupRequired":0,"notRelevant":0,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"uniqueAgents":0,"lastOutcomeAt":null},"signals":[],"penalties":["No real agent outcome evidence yet"]},"audit":{"score":78,"risk_level":"risky","risk_label":"Risky","warnings":["Financial research output is not financial advice; require human review before any live investment decision","Potential broker, wallet, exchange, or real-money execution surface; sandbox and explicit approval are required","Financial research output is not financial advice; require human review before any live investment decision.","This skill may touch real-money trading, broker, wallet, or exchange operations; use only in a sandbox with explicit approval.","Quality score needs review","Stars/forks activity: 178 stars, 34 forks; issue activity unavailable in current metadata"]},"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":63,"label":"Promising"},"supply":{"track":"Finance and quant workflows","scenario":"Finance and quant","maintenance":"2mo since push","risk":"Risky"},"alternative_skills":[],"do_not_use_when":["teams that need a vendor-supported SLA","high-compliance environments without internal security review","No OpenAgentSkill engagement data yet","Audit risk risky exceeds max_risk=medium","Financial research output is not financial advice; require human review before any live investment decision","Potential broker, wallet, exchange, or real-money execution surface; sandbox and explicit approval are required","Financial research output is not financial advice; require human review before any live investment decision.","This skill may touch real-money trading, broker, wallet, or exchange operations; use only in a sandbox with explicit approval."],"agent_contract":{"task_input":"Use financial-planning-integration 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: 78/100 Strong shortlist","Audit: 78/100 Risky","Safety: 62/100 Avoid automatic install","Review repository, license, install command, and permission surface before production use."],"expected_agent_output":{"selected_skill":"joellewis-financial-planning-integration (financial-planning-integration)","install_command":"npx skills add JoelLewis/finance_skills --skill financial-planning-integration","risk_summary":"Risky; 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":"joellewis-financial-planning-integration","task":"Use financial-planning-integration 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/joellewis-financial-planning-integration","api":"https://www.openagentskill.com/api/agent/skills/joellewis-financial-planning-integration","audit":"https://www.openagentskill.com/skills/joellewis-financial-planning-integration/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=joellewis-financial-planning-integration&task=Use%20financial-planning-integration%20in%20an%20agent%20workflow&max_risk=medium","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Use%20financial-planning-integration%20in%20an%20agent%20workflow&agent=codex&max_risk=medium","receipt":"https://www.openagentskill.com/api/agent/receipt?task=Use%20financial-planning-integration%20in%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text","install":"https://www.openagentskill.com/api/skills/joellewis-financial-planning-integration/install","manifest":"https://www.openagentskill.com/api/registry/manifest/joellewis-financial-planning-integration"}},"supply_profile":{"track":{"slug":"finance","label":"Finance and quant workflows","shortLabel":"Finance","description":"Market data, SEC filings, portfolio analysis, quant research, backtesting, and risk workflows."},"scenario":{"label":"Finance and quant","description":"I need my agent to analyze markets, financial data, filings, portfolios, and quant strategies.","useCases":[{"slug":"finance-quant","title":"Finance and quant"},{"slug":"workflow-automation","title":"Workflow automation"},{"slug":"legal-compliance","title":"Legal and compliance"}]},"applicableAgents":["Claude Code","CLI","Codex","Cursor"],"install":{"ready":true,"command":"npx skills add JoelLewis/finance_skills --skill financial-planning-integration","primaryTarget":"CLI","targetCount":4},"githubQuality":{"stars":178,"starsLabel":"178","forks":34,"license":"MIT","qualityScore":63,"trustScore":78,"auditScore":78},"maintenance":{"status":"active","label":"2mo since push","daysSincePush":49,"lastPushedAt":"2026-07-18T14:50:29+00:00"},"risk":{"level":"risky","label":"Risky","requiresReview":true,"notes":["Financial research output is not financial advice; require human review before any live investment decision","Potential broker, wallet, exchange, or real-money execution surface; sandbox and explicit approval are required","Financial research output is not financial advice; require human review before any live investment decision.","This skill may touch real-money trading, broker, wallet, or exchange operations; use only in a sandbox with explicit approval.","Quality score needs review"]},"coverageTags":["Finance","Finance and quant","security","agent-skill"]},"audit":{"audit_score":78,"risk_level":"risky","risk_label":"Risky","quality_score":63,"trust_score":78,"maintenance_score":88,"security_score":87,"install_score":92,"warnings":["Financial research output is not financial advice; require human review before any live investment decision","Potential broker, wallet, exchange, or real-money execution surface; sandbox and explicit approval are required","Financial research output is not financial advice; require human review before any live investment decision.","This skill may touch real-money trading, broker, wallet, or exchange operations; use only in a sandbox with explicit approval.","Quality score needs review","Stars/forks activity: 178 stars, 34 forks; issue activity unavailable in current metadata"]},"quality_signals":{"model":"v2","star_score":15.77,"usage_score":0,"review_score":5.1,"metadata_score":3,"freshness_score":12},"platforms":["Claude Code"],"use_cases":[{"slug":"finance-quant","title":"Finance and quant","url":"https://www.openagentskill.com/use-cases/finance-quant"},{"slug":"workflow-automation","title":"Workflow automation","url":"https://www.openagentskill.com/use-cases/workflow-automation"},{"slug":"legal-compliance","title":"Legal and compliance","url":"https://www.openagentskill.com/use-cases/legal-compliance"},{"slug":"rag-knowledge","title":"RAG and knowledge","url":"https://www.openagentskill.com/use-cases/rag-knowledge"}],"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 JoelLewis/finance_skills --skill financial-planning-integration","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 joellewis-financial-planning-integration","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 \"financial-planning-integration\" agent skill from https://github.com/JoelLewis/finance_skills/tree/main/plugins/advisory-practice/skills/financial-planning-integration. 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: Integrate financial planning engines with the advisor technology stack — data flows between planning tools, CRM, PMS, custodians, and aggregation platforms; capital market assumption (CMA) governance and synchronization; plan-to-IPS-to-model linkage; and governed tax reference parameters in planning tools. Use when the user asks about connecting eMoney, MoneyGuidePro, or RightCapital to CRM or portfolio systems, eliminating manual re-entry between systems, keeping plan and portfolio assumptions consistent, mapping plan outputs (required return, risk capacity, withdrawal schedule) into the IPS and model assignment, or establishing plan update cadence and data-freshness rules. Also trigger on 'plan-to-IPS linkage', 'assumption synchronization', 'CMA governance', or 'planning tool integration'. For planning methodology itself — Monte Carlo modeling, Roth conversion strategy, Social Security claiming, retirement projections — use financial-planning-workflow instead. 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\":\"joellewis-financial-planning-integration\",\"task\":\"Install financial-planning-integration\",\"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 \"financial-planning-integration\" as a Claude Code skill from https://github.com/JoelLewis/finance_skills/tree/main/plugins/advisory-practice/skills/financial-planning-integration. 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: Integrate financial planning engines with the advisor technology stack — data flows between planning tools, CRM, PMS, custodians, and aggregation platforms; capital market assumption (CMA) governance and synchronization; plan-to-IPS-to-model linkage; and governed tax reference parameters in planning tools. Use when the user asks about connecting eMoney, MoneyGuidePro, or RightCapital to CRM or portfolio systems, eliminating manual re-entry between systems, keeping plan and portfolio assumptions consistent, mapping plan outputs (required return, risk capacity, withdrawal schedule) into the IPS and model assignment, or establishing plan update cadence and data-freshness rules. Also trigger on 'plan-to-IPS linkage', 'assumption synchronization', 'CMA governance', or 'planning tool integration'. For planning methodology itself — Monte Carlo modeling, Roth conversion strategy, Social Security claiming, retirement projections — use financial-planning-workflow instead. 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\":\"joellewis-financial-planning-integration\",\"task\":\"Install financial-planning-integration\",\"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 \"financial-planning-integration\" from https://github.com/JoelLewis/finance_skills/tree/main/plugins/advisory-practice/skills/financial-planning-integration 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: Integrate financial planning engines with the advisor technology stack — data flows between planning tools, CRM, PMS, custodians, and aggregation platforms; capital market assumption (CMA) governance and synchronization; plan-to-IPS-to-model linkage; and governed tax reference parameters in planning tools. Use when the user asks about connecting eMoney, MoneyGuidePro, or RightCapital to CRM or portfolio systems, eliminating manual re-entry between systems, keeping plan and portfolio assumptions consistent, mapping plan outputs (required return, risk capacity, withdrawal schedule) into the IPS and model assignment, or establishing plan update cadence and data-freshness rules. Also trigger on 'plan-to-IPS linkage', 'assumption synchronization', 'CMA governance', or 'planning tool integration'. For planning methodology itself — Monte Carlo modeling, Roth conversion strategy, Social Security claiming, retirement projections — use financial-planning-workflow instead. 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\":\"joellewis-financial-planning-integration\",\"task\":\"Install financial-planning-integration\",\"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/JoelLewis/finance_skills/tree/main/plugins/advisory-practice/skills/financial-planning-integration","github_repo":"JoelLewis/finance_skills","version":"1.0.0","license":"MIT","urls":{"web":"https://www.openagentskill.com/skills/joellewis-financial-planning-integration","repository":"https://github.com/JoelLewis/finance_skills/tree/main/plugins/advisory-practice/skills/financial-planning-integration","api":"/api/agent/skills/joellewis-financial-planning-integration","install_api":"/api/skills/joellewis-financial-planning-integration/install"},"meta":{"created_at":"2026-09-04T02:43:13.993713+00:00","updated_at":"2026-09-04T02:43:14.063225+00:00","agent_friendly":true}}