Business Finance AI agent skills

2,335 skills in the archive. Read a skill’s instructions or open its original repository.

• Terminology Normalizer

  by @WILLOSCAR

  Normalize terminology across a draft (canonical terms + synonym policy) without changing citations or meaning.

• Qi Layer

  by @haowjy

  Use when writing or maintaining AGENTS.md, .context/CONTEXT.md, or CLAUDE.md mirrors: keep intent docs minimal and load-bearing.

• Blockrun

  by @Dokhacgiakhoa

  Use when user needs capabilities Claude lacks (image generation, real-time X/Twitter data) or explicitly requests external models ("blockrun", "use grok", "use gpt", "dall-e", "deepseek")

• Construct Scenario

  by @yogsoth-ai

  Construct a scenario across key uncertainties with explicit assumptions and plausibility. Modes include baseline/narrative, counterfactual, and extreme-but-plausible worst-case with breaking point, failure cascade, recovery…

• Audit Structural Equivalence

  by @yogsoth-ai

  Audit a claimed isomorphism/equivalence by constructing an explicit mapping, testing which structures/operations/invariants are preserved, searching counterexamples, and downgrading the claim to the strongest defensible relation…

• Adversarial Deliberation

  by @yogsoth-ai

  Run structured attack/defense/adjudication over a claim, candidate, criterion set, or current winner. Perspective, target, escalation depth, loser-resurrection, and steelman/winner-stress modes are parameters; role execution is…

• Audit Explanatory Compression

  by @yogsoth-ai

  Test whether an elegant/simple explanation earns its compression by forbidding alternatives, subsuming independent facts, or making risky predictions, rather than merely relabeling observations with a compact vocabulary.

• Characterize Anomaly

  by @yogsoth-ai

  Precisely characterize an anomaly by contrasting observation with expectation, quantifying deviation where possible, recording conditions, and excluding obvious/trivial explanations before generating hypotheses.

• Assess Patent Claim Scope

  by @yogsoth-ai

  Assess protection breadth, limiting elements, support, overlap, design-around vulnerability, and likely scope uncertainty for a patent claim without making legal conclusions beyond the evidence.

• Classify Falsification Verdict

  by @yogsoth-ai

  Classify a tested claim as BROKEN, CORROBORATED, or UNFALSIFIABLE based on whether a legitimate falsifier succeeded, failed under adequate power, or cannot be specified/reached.

• Classify Simplicity Evidence

  by @yogsoth-ai

  Classify simplicity/compression as earned, weak, or decorative based on whether it forbids alternatives, compresses independent facts, or merely renames/repackages them.

• Construct Perspective Set

  by @yogsoth-ai

  Construct an explicit set of scientifically relevant viewpoints, roles, worldviews, stakeholder positions, or epistemic lenses to apply to the same object.

• Build Noncircularity Matrix

  by @yogsoth-ai

  Cross-tabulate target theory claims/assumptions against validator assumptions and mark independent, shared, derived-from-target, or unknown dependencies.

• Calibrate Probability Forecast

  by @yogsoth-ai

  Aggregate and iteratively recalibrate probabilistic forecasts, preserving uncertainty, calibration evidence, and unresolved forecaster disagreement.

• Canonicalize Entity

  by @yogsoth-ai

  Resolve aliases and near-duplicates into canonical entities while preserving provenance and rejecting false merges; entity schema is configurable.

• Calibrate Adversarial Confidence

  by @yogsoth-ai

  Track confidence in competing claims/roles across adversarial rounds and update confidence only when evidence or argument quality warrants it.

• Construct Input Spaces

  by @yogsoth-ai

  Define the structured input spaces for conceptual blending: entities, relations, goals, constraints, and salient dynamics in each source.

• Assess Goal Feasibility

  by @yogsoth-ai

  Cross-check goal branches against resources, obstacles, and timeline; label feasible/stretch/infeasible and propose OR alternatives.

• Decompose Evaluation Metric

  by @yogsoth-ai

  Decompose an evaluation metric into rewarded signals, aggregation choices, polarity, ceiling effects, and Goodhart vulnerabilities.

• Apply Stage Gate

  by @yogsoth-ai

  Apply explicit GO / HOLD / RECYCLE / KILL (or supplied) stage-gate criteria with evidence thresholds and next-step conditions.

• Build Concept Fan

  by @yogsoth-ai

  Expand a target goal into progressively broader concepts and alternative routes, then descend into new concrete approaches.

• Apply Separation Principle

  by @yogsoth-ai

  Resolve a physical contradiction by separating conflicting requirements in time, space, scale, condition, or system level.

• Assess Prior Art And Claims

  by @yogsoth-ai

  Assess novelty/prior art and claim scope by decomposing claims, tracing relevant families, and checking status/provenance.

• Atomize Claim

  by @yogsoth-ai

  Decompose a compound position into atomic, independently challengeable/falsifiable claims and expose implicit assumptions.

• Analyze Leaderboard Dynamics

  by @yogsoth-ai

  Analyze leaderboard score distributions, compression/saturation, anomalies, selective reporting, and regime shifts.

• Construct Hierarchy

  by @yogsoth-ai

  Construct an acyclic is-a/part-of/instance-of hierarchy with explicit roots, depth, and transitivity constraints.

• Atomize Concept

  by @yogsoth-ai

  Decompose compound concepts into atomic, non-overlapping concepts while preserving parent/part relationships.

• Compare Pair

  by @yogsoth-ai

  Execute one pairwise comparison under a specified criterion/model and return winner, confidence, and reasons.

• Construct Design Matrix

  by @yogsoth-ai

  Construct a balanced/randomized/orthogonal experimental design matrix appropriate to the chosen design mode.

• Classify Stakeholder Salience

  by @yogsoth-ai

  Classify stakeholder salience using power, legitimacy, urgency, dependency, or a supplied salience schema.

• Audit Structure Consistency

  by @yogsoth-ai

  Detect cycles, contradictions, orphans, type violations, and structural incoherence in a knowledge model.

• Construct Critique

  by @yogsoth-ai

  Construct the strongest structured attack on a claim/artifact, grounded in explicit reasons/evidence.

• Challenge Assumption

  by @yogsoth-ai

  Construct a strong countercase or alternative to an assumption and assess consequence if it fails.

• Decompose And Or Goal

  by @yogsoth-ai

  Recursively decompose a goal into an AND/OR DAG whose leaves are executable or testable subgoals.

• Aggregate Ranking

  by @yogsoth-ai

  Aggregate criterion or comparison results into an ordered recommendation under an explicit rule.

• Build Current Reality Tree

  by @yogsoth-ai

  Build a sufficient-cause Current Reality Tree linking undesirable effects to a small root set.

• Build Failure Chain

  by @yogsoth-ai

  Build multi-level cause -> failure mode -> effect chains and identify cascades/shared roots.

• Apply Veto Filter

  by @yogsoth-ai

  Eliminate alternatives that violate any hard threshold and report the exact violation.

• Assess Patent Legal Status

  by @yogsoth-ai

  Classify observed patent/legal status and flag uncertainty or jurisdiction dependence.

• Classify Constraint

  by @yogsoth-ai

  Classify constraints as hard, soft, or assumption-like after explicit identification.

• Check Dominance

  by @yogsoth-ai

  Identify Pareto-dominated and non-dominated alternatives under strict dominance.

• Compare Hypotheses

  by @yogsoth-ai

  Build an explicit comparison matrix over hypotheses, predictions, and evidence.

• Construct Defense

  by @yogsoth-ai

  Construct the strongest defensible case while acknowledging valid weaknesses.

• Assess Ranking Consistency

  by @yogsoth-ai

  Audit pairwise/ranking coherence and identify inconsistent cycles/triads.

• Assess Removability

  by @yogsoth-ai

  Estimate whether and at what cost a constraint can be removed or relaxed.

• Classify Assumption Vulnerability

  by @yogsoth-ai

  Classify assumptions by load-bearing importance and vulnerability.

• Assess Readiness Dimension

  by @yogsoth-ai

  Assess one readiness dimension against explicit anchors/evidence.

• Freee Api Skill

  by @freee

  freee-mcp / freee-sign-mcp と連携するスキル。会計・人事労務・請求書・工数管理・販売・IT管理・固定資産・業務委託管理・サーベイ・開業・人事評価・申告・サイン（電子契約）の詳細APIリファレンスと使い方ガイドを提供。freee…

• Health Score

  by @davekilleen

  Use when reviewing customer-account health with a configured scoring rubric and dated inputs, or when reporting why a portfolio cannot yet be scored. Not for finding expansion opportunities; use expansion-opportunities.

• Board Prep

  by @davekilleen

  Use when preparing a finance draft for a board or leadership review from dated actuals, budgets, forecasts, cash data, and decision context. Not for detailed line-item variance analysis; use variance-analysis.

• Close Status

  by @davekilleen

  Use when reporting the evidence-backed status of a named month-end or quarter-end close, its blockers, counted completion, and dependency path. Not for explaining budget variances; use variance-analysis.

• Expansion Opportunities

  by @davekilleen

  Use when reviewing customer accounts for evidence-backed expansion hypotheses based on current usage, product fit, and expressed needs. Not for renewal strategy or negotiation; use renewal-prep.

• Audience Intel

  by @davekilleen

  Use when synthesizing dated customer conversations, feedback, or behavior evidence into audience or persona insight, especially when sources are numerous, repeated, time-bounded, or disagree.

• Renewal Prep

  by @davekilleen

  Use when preparing an evidence-backed brief for an upcoming customer renewal from contract, ARR, dated outcomes, usage, and risk evidence. Not for health scoring; use health-score.

• Variance Analysis

  by @davekilleen

  Use when explaining a dated actual-versus-budget or actual-versus-forecast variance for a comparable finance period. Not for tracking close checklist completion; use close-status.

• Incident Review

  by @davekilleen

  Use when a service or operational incident needs a cited, timezone-aware timeline, blameless learning review, or prevention actions with accountable follow-up.

• Messaging Audit

  by @davekilleen

  Use when comparing product or campaign messaging across content against a cited canonical baseline and its supporting evidence.

• Feature Decision

  by @davekilleen

  Framework for making feature prioritization decisions

• Account Plan

  by @davekilleen

  Create or update strategic account plan

• Compliance Testing

  by @proffesor-for-testing

  Regulatory compliance testing for GDPR, CCPA, HIPAA, SOC2, PCI-DSS and industry-specific regulations. Use when ensuring legal compliance, preparing for audits, or handling sensitive data.

• Enterprise Integration Testing

  by @proffesor-for-testing

  Use when testing enterprise integrations across SAP, middleware, WMS, or backend systems, validating E2E enterprise flows, testing SAP-specific patterns (RFC, BAPI, IDoc, OData, Fiori), or enforcing cross-system quality gates.

• Business Document Generator

  by @ailabs-393

  This skill should be used when the user requests to create professional business documents (proposals, business plans, or budgets) from templates. It provides PDF templates and a Python script for generating filled documents…

• Startup Validator

  by @ailabs-393

  Comprehensive startup idea validation and market analysis tool. Use when users need to evaluate a startup idea, assess market fit, analyze competition, validate problem-solution fit, or determine market positioning. Triggers…

• Pitch Deck

  by @ailabs-393

  Generate professional PowerPoint pitch decks for startups and businesses. Use this skill when users request help creating investor pitch decks, sales presentations, or business pitch presentations. The skill follows standard…

• Sap Btp Master Data Integration

  by @secondsky

  Configures and integrates SAP Master Data Integration (MDI) service on SAP Business Technology Platform. Use when setting up MDI tenants, connecting applications (S/4HANA, SuccessFactors, Ariba, Fieldglass, etc.), configuring…

• Sap Rpt1

  by @secondsky

  SAP-RPT-1-OSS local tabular prediction workflows for FI/CO prototype datasets. Use when preparing SAP finance CSV exports for classification or regression experiments with source-verified setup, leakage checks, and governance…

• Sap Api Policy

  by @secondsky

  Evidence-based assessment of whether an SAP API/interface usage scenario aligns with the SAP API Policy (v.4.2026a). Use whenever someone asks whether a way of calling SAP is allowed/compliant — e.g. Published API vs…

• Eu Ai Act Reviewer

  by @bencium

  Review user journeys, public content, and codebases for potentially relevant EU AI Act provisions, with exact official citations, evidence gaps, application dates, and plain-language next actions. Use for EU AI Act…

• Canton Network Repos

  by @aiskillstore

  Use when working with Canton Network participants, DAML smart contracts, Splice applications, or debugging LF version and package ID issues.

• Go Best Practices

  by @aiskillstore

  Use when reading or writing Go files (.go, go.mod).

• Ship Decisions

  by @menkesu

  Guides "ship or iterate?" decisions using Shreyas Doshi's frameworks, Marty Cagan's shipping philosophy, and Tobi Lutke's reversible decision-making. Use when deciding if feature is ready, preventing perfectionism paralysis,…

• Brazil Records Requests

  by @jamditis

  Public records requests under Brazil's Access to Information Law (LAI). Use for Fala.BR filings, e-SIC, and CGU/CMRI appeals.

• Photo Metadata

  by @jamditis

  Embeds photo IPTC/EXIF/XMP metadata, caption, credit, alt text, license, AI-source label, GPS stripping, and C2PA credentials.

• Crisis Communications

  by @jamditis

  Crisis communication and rapid-response workflows. Use when covering breaking news or coordinating fast fact-checking on deadline.

• Free Apis Catalog

  by @jamditis

  Curated free APIs with verified free-tier limits. Use when suggesting APIs or finding free weather, news, finance, or sports data.

• Accessibility Compliance

  by @jamditis

  Web accessibility patterns for news and academic sites. Use for WCAG audits, alt text, accessible data viz, and assistive tech.

• Fact Check Workflow

  by @jamditis

  Structured fact-checking workflow. Use when verifying claims for publication, rating claims, or setting pre-publication checks.

• Web Archiving

  by @jamditis

  Web archiving and retrieval via Wayback Machine and Archive.today. Use to preserve content, reach dead pages, or save evidence.

• Page Monitoring

  by @jamditis

  Web page change detection, availability tracking, and RSS feed generation. Use to monitor changes, downtime, or make a feed.

• Emil Design Eng

  by @Asymmetric-al

  This skill encodes Emil Kowalski's philosophy on UI polish, component design, animation decisions, and the invisible details that make software feel great. Use as a craft companion after Core's frontend, emil-design-engineering,…

• Inngest Steps

  by @Asymmetric-al

  Use when implementing delays that must survive process restarts (e.g., 24-hour cart abandonment, scheduled follow-ups), waiting for human approval or external events with timeouts (review gates, webhook callbacks, async API…

• Elimination Research

  by @glebis

  This skill should be used for elimination-style research where the user wants to choose from a shortlist of products, tools, services, vendors, or other options using explicit criteria, numeric evidence, tournament-style…

• Feature Factory

  by @glebis

  This skill should be used when taking a single software feature from intent to shipped as a solo developer — goal-first, TDD, deterministic verification, evidence only where it earns its keep, and human judgment at the two…

• Local Models

  by @glebis

  Run quick, offline, private LLM tasks on local models via llama.cpp, reusing models already downloaded by Ollama. Use for cheap/bulk text work (summarize, classify, extract JSON, anonymize PII, translate, proofread, keywords),…

• Loop Execution Evaluator

  by @Ibrahim-3d

  Evaluate-Loop Step 4: EVALUATE EXECUTION. This is the dispatcher agent — it determines the track type and invokes the correct specialized evaluator. Does NOT run a generic checklist. Instead dispatches to: eval-ui-ux…

• Spring Boot Crud Patterns

  by @giuseppe-trisciuoglio

  Provides and generates complete CRUD workflows for Spring Boot 3 services. Creates feature-focused architecture with Spring Data JPA aggregates, repositories, DTOs, controllers, and REST APIs. Validates domain invariants and…

• Aws Cost Optimization

  by @giuseppe-trisciuoglio

  Provides structured AWS cost optimization guidance using five pillars (right-sizing, elasticity, pricing models, storage optimization, monitoring) and twelve actionable best practices with executable AWS CLI examples. Use when…

• Unhappy

  by @educlopez

  State-first design pass — inventories and implements all non-happy states (loading, empty, error, partial, conflict, offline) before the happy path, and refactors impossible boolean state to proper state machines. Use when…

• Harden

  by @educlopez

  Production-readiness pass — audits and implements the full non-happy-path matrix: loading skeletons, empty states, error messages, partial data, i18n, offline, permissions, and first-run guidance. Use when preparing a surface…

• Tokens

  by @educlopez

  Audit or establish the project's 3-layer token spine. Invoke when the user asks for tokens on their UI, or mentions 'tokens' alongside design / UI / frontend work.

• Querying Well Data

  by @WellApp-ai

  How to query a Well workspace correctly — discover the schema first, then query the right root. Use whenever the user asks about their invoices, companies, contacts, bank transactions, accounts, or accounting ledger in Well, or…

• Cash Flow Forecast

  by @WellApp-ai

  Forecast cash flow and runway for a Well workspace from booked invoices and collected bank transactions. Use when the user asks for a cash-flow forecast, runway, how long until they run out of cash, projected balance, or…

• Compte De Resultat

  by @WellApp-ai

  Build a profit & loss statement (compte de résultat / income statement) from a Well workspace. Use when the user asks for a P&L, income statement, compte de résultat, revenue vs expenses, or net result over a period.

• Business Case Development

  by @aj-geddes

  Build compelling business cases to justify investments and secure funding. Quantify benefits, assess costs, manage risks, and present compelling ROI arguments to leadership.

• Idea Validator

  by @Mathews-Tom

  Orchestrates business idea validation via parallel sub-agents: Lean Canvas, JTBD, market/competitive/feasibility research, SWOT/PESTLE, and a weighted scorecard with verdict. Triggers on: "validate this idea", "evaluate my…

• Competitive Analyzer

  by @Mathews-Tom

  Competitive landscape analysis: Porter's Five Forces, competitor discovery, feature/pricing matrices, positioning maps, moat assessment via WebSearch. Triggers on: "competitive analysis", "competitor comparison", "competitive…

• Feasibility Assessor

  by @Mathews-Tom

  Evaluates whether a business idea is technically buildable and financially viable. Covers unit economics (CAC, LTV), revenue modeling, break-even, and go/no-go verdicts. Triggers on: "feasibility assessment", "viability…

• Milestone Runner

  by @Mathews-Tom

  Use when asked to "run milestones", "execute EXECUTION_PROMPTS.md", "continue the milestone sequence", "run independent milestones in parallel", "merge the stack", or "reconcile M5" after prior work changes the current design.…

• Client Proposal Generator

  by @OneWave-AI

  Generates full consulting proposals from a brief. Input client name, problem description, and rough scope. Outputs proposal.md with executive summary, problem statement, proposed approach, timeline, team, pricing tiers, and…

• Cowork Deal Room

  by @OneWave-AI

  Uses Cowork-style multi-step analysis to process deal room documents -- contracts, financials, org charts. Outputs risk assessment, term comparison, key findings, and negotiation recommendations.