Roast
Stress-tests a business idea, app, or feature proposal through
Qa Loop
Autonomous QA engineer that verifies an implementation through
Bank Statement Analyzer
Extracts, normalizes, categorizes, and analyzes transactions from personal or business bank statements. Detects recurring payments, summarizes cash flow, identifies fees and anomalies, and produces a structured financial report while strictly protecting sensitive information. Use when given a bank statement (PDF text, OCR, CSV, Excel, JSON) or asked to "analyze my statement", "categorize transact…
Thesis Evolution Tracker
Tracks how an investment thesis changes across successive versions — diffing assumptions, marking each as intact/weakened/broken/new, and distinguishing legitimate updates from thesis creep (rationale swapped after the original reason failed). Use when asked to "track my thesis over time", compare thesis versions, or check whether a holding's original rationale still stands.
Company Narrative Auditor
Compares a company's narrative against external evidence — customer reviews, news, forums, industry data — using an explicit evidence-weighting hierarchy, and produces a claim-by-claim corroboration/contradiction report. Use when asked to "reality-check" or audit company claims, verify a management narrative against outside sources, or find contradictions between the story and the evidence.
Credit Card Statement Analyzer
Extracts, normalizes, categorizes, and analyzes credit card statements from any issuer. Produces a structured spending, debt, utilization, fee, rewards, and payment behavior report while strictly protecting sensitive information. Use when given a credit card statement (PDF text, OCR, CSV, Excel, JSON) or asked to "analyze my credit card statement", "review my card spending", or "check my utilizat…
Forecast Calibration Tracker
Tracks investment predictions against stated confidence and actual outcomes, computes calibration by confidence bucket and a Brier score, and diagnoses over/under-confidence with domain breakdowns. Use when given a prediction log or asked to "check my calibration", "score my forecasts", or "how accurate are my predictions".
Capital Allocation Auditor
Grades management's capital allocation decisions — reinvestment, M&A, buybacks, dividends, debt, and equity issuance — against opportunity cost and shareholder outcomes, producing a management report card. Use when asked to "audit capital allocation", "grade management's use of cash", or evaluate buybacks/acquisitions/dividend policy.
Investment Bias Auditor
Analyzes a trading/investment journal and trade history for behavioral biases — loss aversion, FOMO, revenge trading, overconfidence, disposition effect, and more. Produces an evidence-quoted bias report, a longitudinal tilt score, and concrete guardrails. Use when given a trading journal or asked to "check my biases", "review my trading behavior", or "why do I keep making the same mistakes".
Investment Postmortem Analyzer
Reviews completed investments against their original theses, attributes outcomes to skill versus luck, finds recurring process errors across trades, and extracts repeatable lessons. Use when asked to "post-mortem" closed positions, review completed trades, or figure out what a track record actually teaches.
Management Credibility Tracker
Extracts management's dated promises and guidance from earnings transcripts and shareholder letters, matches them against later reported results, and produces a promise-vs-delivery ledger with a credibility trend. Covers the CEO, CFO, and any executive speaking for the company. Use when asked to "check management credibility", "track CEO/CFO promises", or compare guidance against execution.
Investment Thesis Red Team
Challenges an investment thesis like a professional short seller. Extracts the thesis's load-bearing assumptions, attacks each with disconfirming evidence and adversarial questioning, defines kill criteria, and produces a bear-case report with a risk score. Use when asked to "red team", "stress-test", "poke holes in", or find the bear case against an investment thesis.
Investment Memo Reviewer
Grades an investment memo against institutional investment-committee standards — thesis clarity, variant perception, valuation rigor, risk work, catalysts, sizing, and exit discipline — producing per-section grades, missing-section flags, and concrete improvements. Use when asked to "review my memo", "grade my write-up", or prepare a memo for an investment committee.
Expenditure Synthesizer
Consolidates bank statement and credit card statement analyses into a single, reconciled financial report. Eliminates double-counting, computes consolidated spending, cash flow, savings, debt, and budgeting metrics, and produces evidence-based financial insights while strictly protecting sensitive information. Use after running the bank-statement-analyzer and/or credit-card-statement-analyzer ski…
Spec Cleanup
Final-pass cleanup of specs/design docs to remove iteration
Production Grade
Forces the AI to act as a Principal Software Engineer, Security Architect, and SRE. Generates production-grade, secure, observable, performant, and highly maintainable code. Scales output depth based on task complexity. Use for any non-trivial code generation, or when asked to write "production-ready", "secure", or "high-quality" code.
Investment Decision Reviewer
Evaluates the quality of an investment decision's process independent of its outcome — scoring information gathering, alternatives considered, base rates, risk sizing, and bias exposure, then classifying the decision on the skill/luck matrix. Use when asked "was this a good decision", to review a past investment decision, or to separate process from outcome.