Apply Howard Marks' Second Level Thinking framework to investment decisions. Use this skill whenever the user is analyzing an investment opportunity, evaluating a trade thesis, stress-testing a conviction, or asking whether a stock/asset/market is actually as attractive as it looks. Also trigger when the user wants to challenge their own reasoning ("am I just following the crowd?"), wants to identify what the market is mispricing, is debating whether a consensus view is already fully reflected in price, or asks about risk/reward asymmetry, market cycles, or contrarian positioning. The skill channels Marks' philosophy: superior returns require being different AND right — and that starts with understanding what everyone already believes.
The market is a discounting machine. Outperformance comes from being right about something the market is wrong about. Second-level thinking asks: What does the current price imply? Is that belief justified? And what is everyone missing?
Do the work before the framework. Assertions without data are opinions.
Search for: SEC filings (10-K, 10-Q), earnings transcripts, capex disclosures, ROIC trends, interconnection queue data (FERC/EIA), fab lead times, labor market stats (BLS), and comparable historical cycles (telecom 1990s, shale, cloud infrastructure). Cite sources. When data is unavailable, say so — that's more valuable than a fabricated number.
Reverse-engineer the price. If the current valuation is rational, what growth, margin, and terminal assumptions must hold? Back it with data: consensus EPS, analyst targets, implied revenue growth. Identify prevailing sentiment — crowded long or unloved?
Interrogate the consensus through three lenses:
For each: is this a real edge, or a story the investor tells themselves?
The stage most analyses skip. Demand can be real and the investment still bad if the market ignores what it costs to supply that demand.
Demand reality check: Validate TAM bottom-up (unit economics × customers, not "X% of $Y trillion"). Find S-curve penetration data. Check pricing power under customer concentration. Assess substitution timeline — the consensus systematically underestimates arrival speed.
Supply-side bottlenecks: The market prices revenue without pricing the friction to produce it.
The question isn't whether growth is possible — it's how long it takes and what it costs. A five-year buildout priced as a two-year story is a valuation risk.
Diminishing marginal returns: Pull ROIC/ROIIC trends over 3-5 years. Is ROIIC declining? Compare ROIC to cost of capital — growth that earns below WACC destroys value. Watch for the "crowding in"