AI & ML
AI & ML agent skills cover the machine-learning workflow itself: writing and evaluating prompts, building RAG pipelines, running evals, and wiring up model APIs. Each one is a SKILL.md file your agent loads on demand, so the know-how travels across Claude Code, Cursor, and 60+ agents.
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finchipaiorg Skill Map Regulatory Notification Deadlines For MultiMulti-jurisdiction breach notification deadline matrices fail when the agent does not use the jurisdiction map as the authoritative source for identifying which jurisdictions have affected individuals and does not separate overdue notifications from pending notifications.
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finchipaiorg Skill Draft Response To Second Request For InformationCloses gaps in market-concentration analysis, hot-document identification with mandatory internal-document production, serial-acquisition risk analysis, spoliation assessment, and timing-model review.
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finchipaiorg Skill Scenario 01 2Privacy policy compliance audits for fintech apps fail when the agent reviews the policy as a standalone document rather than reconciling it against the data inventory, sharing agreement, breach log, and investor due-diligence memo for cross-document consistency gaps.
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finchipaiorg Skill Scenario 02 2Privacy policy compliance audits for fintech apps fail when the agent reviews the policy as a standalone document rather than reconciling it against the data inventory, sharing agreement, breach log, and investor due-diligence memo for cross-document consistency gaps.
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finchipaiorg Skill Draft Standard Contractual Clauses AddendumSCC addendum drafts fail when the agent selects the wrong SCC module for the controller-processor relationship, does not populate the Annexes from the engagement documents, and omits any separate UK transfer instrument when both EU and UK personal data are in scope.
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finchipaiorg Skill Draft Legal Opinion Rule 144a Reg SClosing opinion letter for a Rule 144A / Regulation S offering where the baseline adapts a model template but does not resolve cross-document discrepancies embedded in the opinion's assumptions or address missing closing deliverables.
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finchipaiorg Skill Draft Cybersecurity Incident Response PolicyIncident response policies for regulated manufacturers fail when the agent drafts a generic template rather than integrating the organisation-specific gap analysis findings, governance mandate, operational runbook, and regulatory guidance into a facility- and product-context-specific policy.
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finchipaiorg Skill Extract Assets From Financial DeclarationFocuses the agent on extracting asset, liability, and income data from a sworn financial declaration into a structured workbook, reconciling totals across schedules, computing equity where appropriate, and flagging stale, unsupported, or classification-sensitive entries for follow-up.
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finchipaiorg Skill Extract Data Flow Details From Processing RecordsData flow extraction from processing records fails when the agent does not systematically reconcile the primary record of processing against supporting agreements, transfer assessments, and technical architecture to surface discrepancies between the documented and actual data flows.
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finchipaiorg Skill Extract Privacy Compliance Obligations From MultiMulti-jurisdictional compliance obligation matrices for health-tech platforms fail when the agent does not assess each statute's applicability to the company's current and planned data architecture and does not use prior incidents as evidence of existing compliance gaps.
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finchipaiorg Skill Analyze Counterparty Markup Concession AgreementGuides rigorous issue-by-issue analysis of a counterparty-marked concession agreement by cross-referencing project economics and model assumptions for each commercial provision, comparing each change against negotiation-playbook thresholds, and distinguishing bankability-critical deletions from negotiable adjustments.
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finchipaiorg Skill Identify Issues In Incident Response PlanIncident response plan issue memos for healthcare organisations fail when the agent does not cross-reference the incident response plan against supporting materials such as audit findings, insurance terms, vendor agreements, and compliance memoranda to identify structural gaps between the plan's written requirements and the organisation's actual capabilities.
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finchipaiorg Skill Identify Issues In Ppa Solar BessGuides issue identification in a solar-plus-storage power purchase agreement from the seller's perspective by comparing commercial terms against the project model, checking environmental permitting status against applicable species-protection requirements, and assessing interconnection cost exposure from co-developer withdrawal risk.
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finchipaiorg Skill Draft Affected Individual Notification LetterHealthcare breach notification letters fail when the agent does not anchor factual representations to the forensic investigation findings and does not flag inconsistencies between the notification template, incident memo, and compliance matrix in an accompanying cover memo.
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finchipaiorg Skill Draft Data Breach Remediation Plan MemorandumBoard-level breach remediation memos fail when the agent does not integrate the forensic investigation findings, prior risk assessment gaps, and applicable regulatory obligations into a sequenced remediation plan with specific owners, timelines, and evidence of completion.
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finchipaiorg Skill Identify Issues In Transfer Impact AssessmentTIA issue memos for cross-border EU data transfers fail when the agent does not assess the TIA's methodology and conclusions against the destination-country legal analysis required by Schrems II, and does not identify where multiple transfer mechanisms in the same engagement have been incorrectly applied or are inconsistent.
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finchipaiorg Skill Review Counterparty Data Processing AgreementCounterparty DPA issue identification memos fail when the agent does not use the internal data protection playbook as the primary benchmark and does not reconcile the executed MSA's scope and liability provisions against the DPA's terms before producing an issue-focused memorandum.
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finchipaiorg Skill Compare Parenting Plan Against State GuidelinesA compliance gap analysis of a proposed parenting plan against governing statutory requirements demands provision-by-provision mapping against the applicable checklist, support-calculation analysis under the governing state model, and client-specific risk statements for each identified gap.
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finchipaiorg Skill Identify Settlement Proposal Issues Divorce Scenario 01Helps an agent review a contested divorce settlement proposal for asset characterization, support, tax, parenting, and release-language issues, with attention to quantification where the record permits and to preserving future enforcement and modification rights.
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finchipaiorg Skill Eu AI Act Portfolio ImpactRegulatory impact assessment of an AI product portfolio against applicable AI governance classification requirements, identifying prohibited practices, high-risk system obligations, general-purpose AI model obligations, and systemic governance gaps.
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finchipaiorg Skill Review Annual Good Standing And Qualification Filings AcrossAgents identify missing or overdue filings and assess the compliance implications at a category level, including administrative status issues, registered-agent lapses, foreign qualification gaps, and franchise-tax payment discrepancies, without stating task-specific outcomes or remediation amounts.
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finchipaiorg Skill Analyze Gdpr Amendment Impact On Data Processing Agreement PPortfolio-level data processing agreement amendment impact analyses fail when the agent assesses each agreement in isolation rather than systematically mapping every new or amended obligation across the portfolio and the agreement register matrix.
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finchipaiorg Skill Assess Breach Notification Obligations Across Affected JurisMulti-jurisdiction breach notification memos fail when the agent applies only federal frameworks and omits state-by-state notification deadlines, business-associate reporting chains, and cyber-insurance reporting obligations that may be triggered by the same incident.
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finchipaiorg Skill Compare Data Processing Agreement Against Internal Privacy SVendor DPA deviation reports are strongest when the agent benchmarks the agreement against the relevant internal privacy standards and any applicable external requirements, then converts each gap into a structured deviation analysis with practical negotiation guidance.
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finchipaiorg Skill Draft Markup Of Counterparty Prenuptial AgreementProducing a prioritized redline markup of a draft prenuptial agreement requires identifying asymmetric and over-broad provisions unfavorable to the client, supplying replacement contract language, and embedding commentary explaining the legal basis and strategic rationale for each change.
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finchipaiorg Skill Map Gdpr Data Subject Rights Requirements To Existing InternData subject rights gap analyses are strongest when the agent maps the applicable rights framework against operational evidence showing how requests are actually handled in practice, rather than relying only on written policies or procedures.
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finchipaiorg Skill Research Regulatory Approval Requirements For New Fintech LeAgents identify the applicable state licensing and federal consumer-finance approval requirements for a new fintech lending business line, analyze product economics against any applicable rate limits where needed, assess fair-lending and model-governance obligations for credit decisioning tools, and determine whether any holding-company or supervisory approvals must be obtained before launch.
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finchipaiorg Skill Analyze Cpra Compliance Gaps Against Current Privacy ProgramGap analyses can fail when the agent treats privacy disclosures in isolation, misclassifies third-party data disclosures, omits sensitive-data limitation rights, or fails to reconcile policy statements against the actual processing inventory and vendor arrangements.
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finchipaiorg Skill Compare Privacy Impact Assessment Against Regulatory GuidancPIA/DPIA gap analyses fail when the agent uses only one benchmark, omits key elements of the applicable DPIA framework, or skips task-specific scope materials that may shape the memo's priorities.
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finchipaiorg Skill Identify Issues In State Attorney General Data Breach InquirAG data breach CID issue memos fail when the agent identifies compliance gaps in the abstract rather than connecting each gap to the specific requests in the CID and the evidence (or absence of evidence) in the company’s own documents.
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finchipaiorg Skill Identify Issues In Tax Equity Flip PartnershipGuides issue identification in a tax equity flip partnership agreement by cross-referencing the financial model's tax assumptions against current applicable law, assessing eligibility for available tax credit bonus treatments and related substantiation, and analyzing structural tax risks including basis adjustment rules, partnership anti-abuse principles, and back-leverage mechanics.
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finchipaiorg Skill Identify Issues Counterparty Jury InstructionsReviewing opposing party's proposed jury instructions against applicable court orders, model instructions, and prosecution history to prepare formal objections.
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finchipaiorg Skill Extract Key Compliance Obligations From New State Data PrivaState privacy regulation obligation extraction fails when the agent does not apply each statute's applicability thresholds to the company's actual data profile and does not map extracted obligations against existing compliance gaps evidenced by the company's own documents.
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finchipaiorg Skill Audit Committee Charter Sec UpdateAudit committee charter redline and commentary memorandum incorporating updated securities-law and governance requirements, revising auditor independence and oversight provisions, and identifying any committee composition independence issue that requires prompt remediation.
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finchipaiorg Skill Compare Data Protection Remediation Plan Against RegulatoryRegulatory undertaking gap analyses are strongest when the agent maps each undertaking commitment individually to the remediation plan and tests whether implementation evidence, timelines, ownership, and verification measures satisfy the commitment's specific requirements.
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finchipaiorg Skill Compare Privacy Program Documentation Against Applicable DatEnterprise privacy program gap analyses fail when the agent reviews documents serially rather than building a cross-document picture of the program and reconciling it against applicable data-protection obligations simultaneously.
Frequently asked questions
What are AI & ML agent skills?
AI & ML agent skills cover the machine-learning workflow itself: writing and evaluating prompts, building RAG pipelines, running evals, and wiring up model APIs. Each one is a SKILL.md file your agent loads on demand, so the know-how travels across Claude Code, Cursor, and 60+ agents.
Which AI & ML skills are most installed?
Popular AI & ML skills on SkillMD right now include map-regulatory-notification-deadlines-for-multi, draft-response-to-second-request-for-information, scenario-01. Rankings shift as installs change; sort this page by "Most installs" for the live list.
Do AI & ML skills work with Claude Code and Cursor?
Yes. Every skill here ships as a SKILL.md file, an open format that works in Claude Code, Claude.ai, Cursor, Codex, Windsurf, and 60+ other agents. Install one with npx skillmds@latest add <owner>/<name>, or copy the file into your agent's skills directory.