Navigation and Wrap-Up: Where to Go From Here

The capstone is the END of the LEARN corpus's structured arc, but it is the BEGINNING of the practice. The seven-stage workflow, the thesis-drift diagnostic, the decision journal, the position-sizing calibration, and the exit-discipline framework are all instruments — none of them produce returns by themselves. The returns come from applying them, recording the application, reviewing the record, and adjusting. The next steps below are about how to make that loop your default mode of operation.

## Navigation map: where to deepen each piece Use this map when you hit a real position and need to deepen one specific stage of the workflow without re-reading the entire corpus. Each entry is WHY you would return AND WHEN to return. ### Foundations — when the basics are shaky - **`stocks-101`** — return when you find yourself unsure about the mechanics of an order book, short-selling locate, corporate-action accounting, or IPO lockup dynamics. Foundation literacy that every later stage rests on. - **`financials-101`** — return when an unfamiliar earnings-quality flag appears, when the working-capital walk does not match your expectation, when the FCF normalization gets confusing on stock-based compensation, or when an MD&A read feels like it is hiding something. - **`ratios-101`** — return when you need a fast cross-sectional sanity check on a name and want to use the right ratio for the right question. - **`fixed-income-101`** and **`options-101`** — return when a position touches debt or derivatives and your literacy on the instrument feels thin. - **`etf-101`** — return when you need to size a passive overlay or hedge against your single-name exposure. ### Industry and macro — when the frame is unclear - **`microeconomics-101`** and **`macro-101`** — return for the industry-structure lens at stage 1 of the seven-stage workflow, and for the macro-overlay reasoning when thesis-drift checks reveal a macro-driven move. ### Valuation — when the numbers need pressure-testing - **`valuation-101`** — return for the textbook multiples literacy and the most common valuation pitfalls. - **`dcf-201`** — return when the DCF mechanics need a deeper walk: terminal-value sensitivity, free-cash-flow definitions, and the assumptions that drive the bridge between EBITDA and free cash flow. - **`comps-201`** — return when the cross-check on the DCF needs to be done properly: trading comps, transaction comps, and the typical adjustments. - **`corpval-wacc-301`** — return when the cost-of-capital build is the load-bearing assumption (it usually is for capital-intensive names), and when re-levering or size-premium adjustments matter. - **`corpval-lbo-301`** — return when a private-equity transaction sits on the comp set or when the financing structure is non-trivial. - **`corpval-advanced-301`** — return for the residual-income, EVA, and probability-weighted DCF techniques that round out the valuation toolkit. - **`ma-301`** and **`special-situations-301`** — return for spin-offs, mergers, and other corporate-event setups. ### Risk, sizing, behavior — the load-bearing disciplines - **`risk-management-201`** — return for the portfolio-level risk discipline that overlays single-name sizing: VaR, drawdown tolerance, factor exposures, the risk-tolerance and utility-theory foundations. - **`behavioral-finance-201`** — return regularly, not just on demand. The biases you are most vulnerable to are the ones you have stopped noticing. - **`portfolio-101`** — return when correlated positions need to be sized as a group rather than independently. ### Practitioner discipline — the stages of the workflow - **`practitioner-toolkit-201`** (`ptk-1` through `ptk-10`) — the intermediate toolkit that this advanced path extends. Return for the anatomy of a thesis, the variant-perception discipline, the diligence-section framework, the bull / base / bear sizing math, the sensitivity-table craft, the sourcing and deal-flow hygiene, and the pre-mortem template. - **This path** (`ptk-11` through `ptk-15`) — the integration capstones themselves. Return when you want to walk through a full case or check yourself against a specific discipline. ### Specialized layers - **`bdc-investing-201`**, **`venture-capital-201`**, **`realestate-201`**, **`fixedincome-301`**, **`options-301`**, **`restructuring-301`**, **`derivatives-301`**, **`alternative-investments-201`** — return when a real position takes you into one of these asset classes. - **`credit-201`** — return for the institutional credit-analyst frame that bridges to BDC, distressed debt, and high-yield work. - **`sec-filings-201`** — return for the field-guide to reading actual disclosures: the 10-K, the 10-Q, the proxy, the 8-K, and the comment letters.

## Reflection prompts: journal on these as you leave the capstone These are intentionally open-ended and intentionally hard. Spend at least twenty minutes on each in your journal before the prompt expires from your mind. 1. **What is your edge?** Name the specific type of variant perception you have a structural ability to find and the specific information-flow advantage that supports it. If the honest answer is that you do not yet have one, the right next step is reading and small-position experimentation, not full-sized initiations. 2. **What is your largest behavioral vulnerability?** Pick the single bias from `behavioral-finance-201` that you are most likely to display, and write down the specific situation that triggers it. Then write down the journal-entry signal that will tell you the bias is currently active. 3. **What is your survivable drawdown?** Not the mathematical answer (any drawdown above zero is mathematically survivable) — the behavioral and life-circumstance answer. The number below which you would change your behavior, sell at a loss to free capital, or capitulate on the practice. Your sizing discipline must respect that number, not your aspiration. 4. **What does your decision journal look like at the end of year one?** Sketch the structure NOW — what fields, what review cadence, what calibration check at the year-mark. Do not wait until you have positions to design the instrument; the instrument is what makes the positions instructive. 5. **Who is your accountability partner?** A peer, a mentor, a writing-group, a portfolio manager — the practice compounds faster when someone else reviews the journal alongside you. Name the person and the cadence; if neither exists, the next step is finding them.

The corpus you have just finished is a structured introduction to a practice that takes a lifetime. Treat the LEARN paths as a reference library you return to, not a sequence you complete and leave behind. The investors who compound the longest treat the foundation modules — financial statements, valuation, behavior, risk — as material they revisit annually, not material they graduate from. The capstone's job is to send you back to those foundations with a sharper eye.