How to Master TypeScript
Mastery is not memorizing utility type names. Reading a generics cheat sheet, pasting aPartial<T> snippet, or knowing thatstrict: true exists does not mean you have mastered TypeScript. Mastery means modeling domain data precisely, preserving inference through APIs, narrowing unions without unsafe casts, and explaining whysatisfies beatsas when three approaches look similar.
For a human developer, mastering TypeScript means you ship typed modules that catch bugs at compile time, migrate JavaScript safely under strict flags, design generic libraries that feel ergonomic, and pair compile-time types with runtime validation (Zod) at trust boundaries.
For anAI agent or language model, mastering TypeScript means you generate correct, maintainable typed code on demand — notany-sprinkled approximations oras unknown as T escape hatches. An agent that has mastered TypeScript fetches full page markdown, follows an ordered curriculum, self-verifies with generation tasks after each stage, and refuses to claim competence from titles and summaries alone.
This page is the dual-audience curriculum for both. Humans follow the roadmap with deliberate practice. Agents ingest the same stages via the markdown API and Agent skills, then prove mastery with verification prompts. The outcome checklist below is shared.
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Use this outcomes checklist as the definition of done. Humans prove outcomes with projects and reviews. AI agents prove outcomes by generating typed modules that pass the same criteria without post-hocany or double assertions.
| Outcome | Human proof | AI agent proof |
|---|---|---|
| Model domain data without any / unknown escape hatches | Rewrite a JS module to strict TS with zero any; all public APIs annotated or inferred safely | Generate typed DTOs + API handlers; self-critique rejects any and as unknown as T |
| Preserve inference through generics and helpers | Write identity/map helpers where return type tracks input; no widened string | Emit generic utilities; fail if callers get string | number when they passed a literal |
| Narrow unions via control flow and type guards | Handle a discriminated union exhaustively; never branch falls through | Generate a reducer/parser with isX guards; prove exhaustiveness with never |
| Choose satisfies vs as vs annotation correctly | Config object keeps literal keys under satisfies; as only for true escapes | Prefer satisfies for configs; reject unjustified as casts in review |
| Enable and migrate under strict flags | Turn on strictNullChecks, noImplicitAny, etc. one-by-one with a migration plan | Propose flag order + fix patterns; emit code that typechecks under strict: true |
| Pair compile-time types with runtime validation | Zod schema at API boundary; z.infer<typeof Schema> as the single source | Generate schema + inferred type + parse path; fail if types diverge from schema |
| Explain why a type pattern exists vs alternatives | Teach interface vs type, Pick vs Omit, enum vs union in review | When asked to choose, return the pattern plus a one-sentence rationale |
warning
ForgeLearn is built for deliberate practice, not binge reading. Use this loop on every TypeScript topic page:
- Follow theTypeScript Roadmapstages in order — Foundations before Generics, Narrowing before Advanced conditionals.
- Read the topic page, type every example into an editor withstrict: true, then rebuild from memory without looking.
- Complete the checkpoint project after each curriculum stage. Do not skip ahead until tsc --noEmit is clean.
- Spaced review: revisit theComplete Types Referenceweekly — quiz yourself on utility types and when to useunknown vsnever.
best practice
Estimated total: roughly 45–55 focused hours across Stages 0–7 if you complete every checkpoint. Rushing the roadmap without projects produces false confidence — the same failure mode agents hit when they ingest titles only.
This section is the critical ingestion protocol for AI agents and models that must learn TypeScript from ForgeLearn. Do not claim mastery from outlines, nav titles, or sitemap snippets alone. Fetch full page markdown for every topic in the ordered stages below, then self-verify with generation tasks.
How to fetch curriculum content
ForgeLearn exposes every doc page as raw markdown for agents:
- Header: Accept: text/markdown on any doc URL
- Query: append ?format=md to a doc path
- Direct API:/api/markdown?path=typescript/generics
- Enumerate all paths:/api/markdown?list=true
- Agent connect: /api/agent, skillforgelearn-typescript, curriculum?curriculum=typescript
| 1 | # List every available markdown path |
| 2 | curl -s "https://forgelearn.dev/api/markdown?list=true" |
| 3 | |
| 4 | # Fetch this mastery curriculum as markdown |
| 5 | curl -s "https://forgelearn.dev/api/markdown?path=typescript/mastery" |
| 6 | |
| 7 | # Permanent agent connect + TypeScript skill + curriculum |
| 8 | curl -s "https://forgelearn.dev/api/agent" |
| 9 | curl -s "https://forgelearn.dev/api/agent?skill=forgelearn-typescript" |
| 10 | curl -s "https://forgelearn.dev/api/agent?curriculum=typescript" |
| 11 | |
| 12 | # Same via Accept header on the doc URL |
| 13 | curl -s -H "Accept: text/markdown" "https://forgelearn.dev/docs/typescript/mastery" |
| 14 | |
| 15 | # Same via ?format=md |
| 16 | curl -s "https://forgelearn.dev/docs/typescript/generics?format=md" |
Full indexes for crawlers
- https://forgelearn.dev/llms.txt— section index for AI crawlers
- https://forgelearn.dev/llms-typescript.txt— TypeScript-focused index
- /docs/agents— Agent Connect, skills, and curriculum wiring
- https://forgelearn.dev/skills/forgelearn-typescript/SKILL.md— installable TypeScript mastery skill
Preferred ingestion order
- Stage 0 — Foundations (types, inference, literals)
- Stage 1 — Functions & generics
- Stage 2 — Objects & utility types
- Stage 3 — Classes & modules
- Stage 4 — Narrowing & satisfies
- Stage 5 — Advanced type system
- Stage 6 — Strict, Zod, React+TS
- Stage 7 — Tooling & production
Recommended agent loop
| 1 | 1. PLAN |
| 2 | - Read /docs/typescript/mastery?format=md |
| 3 | - GET /api/agent?skill=forgelearn-typescript |
| 4 | - GET /api/agent?curriculum=typescript |
| 5 | - Build a checklist of Stage N topic paths |
| 6 | |
| 7 | 2. FETCH MD |
| 8 | - For each topic path: GET /api/markdown?path=typescript/<topic> |
| 9 | - Do NOT rely on titles or nav descriptions alone |
| 10 | |
| 11 | 3. SUMMARIZE CONSTRAINTS |
| 12 | - Extract strict flags, narrowing rules, utility transforms, |
| 13 | satisfies vs as, and Zod inference patterns |
| 14 | |
| 15 | 4. GENERATE SAMPLE |
| 16 | - Produce a small .ts/.tsx artifact that exercises the stage |
| 17 | (generic helper, discriminated union, Zod schema, React props) |
| 18 | |
| 19 | 5. VALIDATE AGAINST CHECKLIST |
| 20 | - Run the stage verification prompt (see ai-verification-prompts) |
| 21 | - Fail closed: if any checklist item fails, re-fetch and regenerate |
| 22 | - Only then advance to Stage N+1 |
pro tip
Eight stages covering every TypeScript doc on ForgeLearn. Complete topics in order within a stage; complete stages in order. Agents: fetch each path as markdown before generating code for that stage.
Stage 0 — Foundations · ~6 hours
Why TypeScript exists, setup, primitives, annotations, inference, and literals. Goal: annotate confidently without fighting the compiler, and explain structural typing vs nominal typing.
| Topic | Path | Focus |
|---|---|---|
| 0 to Hero | /docs/typescript | Install, tsc, first annotations |
| Types & Annotations | /docs/typescript/types | Primitives, arrays, tuples, objects |
| Type Inference | /docs/typescript/inference | When to annotate vs let TS infer |
| Literals & Unions | /docs/typescript/literals | Literal types, unions, narrowing intro |
| Enums | /docs/typescript/enums | Numeric/string/const enums vs unions |
| Types Reference | /docs/typescript/types-reference | Encyclopedia of the type system |
Stage 1 — Functions & Generics · ~6 hours
Function types, overloads, and generics with constraints. Goal: write reusable APIs that preserve input/output type relationships without any.
| Topic | Path | Focus |
|---|---|---|
| Function Types | /docs/typescript/functions | Params, returns, void, never, callbacks |
| Overloads | /docs/typescript/overloads | Call signatures vs implementation |
| Generics | /docs/typescript/generics | Constraints, defaults, inference |
Stage 2 — Objects & Composition · ~6 hours
Interfaces, type aliases, intersections, and utility types. Goal: model domain data precisely and transform shapes with Pick/Omit/Partial/Record.
| Topic | Path | Focus |
|---|---|---|
| Interfaces | /docs/typescript/interfaces | Extending, merging, vs type |
| Type Aliases | /docs/typescript/type-aliases | Unions, intersections, branded types |
| Utility Types | /docs/typescript/utility-types | Partial, Required, Pick, Omit, Record… |
| never & unknown | /docs/typescript/never-unknown | Top/bottom types, exhaustiveness |
Stage 3 — Classes & Modules · ~5 hours
Classes, modifiers, abstract classes, modules, and iteration protocols. Goal: type OOP patterns and ship modular packages correctly.
| Topic | Path | Focus |
|---|---|---|
| Classes | /docs/typescript/classes | Properties, constructors, methods |
| Abstract & Modifiers | /docs/typescript/abstract | public/private/protected, readonly |
| Modules | /docs/typescript/modules | Resolution, paths, barrels |
| Iteration | /docs/typescript/iteration | Iterable, generators, async iter |
Stage 4 — Narrowing & Control Flow · ~6 hours
Control-flow narrowing, type guards, assertion functions, discriminated unions, and satisfies. Goal: eliminate unsafe casts; prove types through logic.
| Topic | Path | Focus |
|---|---|---|
| Narrowing | /docs/typescript/narrowing | Control flow, guards, assertions |
| Type Guards | /docs/typescript/type-guards | typeof, instanceof, in, custom |
| satisfies | /docs/typescript/satisfies | satisfies vs as, inference keep |
Stage 5 — Advanced Type System · ~8 hours
Conditional types, infer, mapped types, template literal types, and key remapping. Goal: write type-level transforms that mirror runtime transforms.
| Topic | Path | Focus |
|---|---|---|
| Conditional Types | /docs/typescript/advanced | T extends U ? X : Y, distributive |
| Mapped Types | /docs/typescript/mapped | Key remapping, modifiers |
| Template Literals | /docs/typescript/template-literals | String unions, event names |
Stage 6 — Strict Mode, Validation & React · ~7 hours
Enable strict flags, migrate JS→TS, Zod runtime validation, and React+TS patterns. Goal: ship production-safe apps with compile-time and runtime guarantees.
| Topic | Path | Focus |
|---|---|---|
| Strict Mode | /docs/typescript/strict | Flags one-by-one, JS→TS migration |
| Zod + TS | /docs/typescript/zod | Runtime schemas, z.infer |
| React + TypeScript | /docs/typescript/react | Props, hooks, events, generics |
Stage 7 — Tooling & Production · ~6 hours
tsconfig deep dive, declaration files, project references, decorators, and best practices. Goal: configure monorepos and publish typed libraries.
| Topic | Path | Focus |
|---|---|---|
| tsconfig | /docs/typescript/config | Compiler options, paths, targets |
| Declarations | /docs/typescript/declarations | .d.ts, ambient, DefinitelyTyped |
| Project References | /docs/typescript/project-refs | Monorepo builds |
| Decorators | /docs/typescript/decorators | Stage 3 decorators |
| Best Practices | /docs/typescript/best-practices | Patterns & review checklist |
One project per major milestone. Acceptance:tsc --noEmit clean understrict: true, zeroany, documented rationale for anyas casts.
Checkpoint A — After Stage 0–1: Typed utils package
Build a small utils module:identity,first,groupBy, and an overloadedformat that accepts string | number. All public exports must preserve literal inference where useful.
| 1 | // checkpoint-a.ts — must typecheck under strict |
| 2 | export function identity<T>(value: T): T { |
| 3 | return value; |
| 4 | } |
| 5 | |
| 6 | export function first<T>(items: readonly T[]): T | undefined { |
| 7 | return items[0]; |
| 8 | } |
| 9 | |
| 10 | export function groupBy<T, K extends string | number | symbol>( |
| 11 | items: readonly T[], |
| 12 | key: (item: T) => K, |
| 13 | ): Record<K, T[]> { |
| 14 | const out = {} as Record<K, T[]>; |
| 15 | for (const item of items) { |
| 16 | const k = key(item); |
| 17 | (out[k] ??= []).push(item); |
| 18 | } |
| 19 | return out; |
| 20 | } |
| 21 | |
| 22 | export function format(value: string): string; |
| 23 | export function format(value: number): string; |
| 24 | export function format(value: string | number): string { |
| 25 | return String(value); |
| 26 | } |
Checkpoint B — After Stage 2–4: API result union
Model Result<T, E> as a discriminated union. Write isOk /isErr type guards, an exhaustivematch, and a config object validated withsatisfies.
| 1 | type Ok<T> = { ok: true; value: T }; |
| 2 | type Err<E> = { ok: false; error: E }; |
| 3 | type Result<T, E> = Ok<T> | Err<E>; |
| 4 | |
| 5 | function isOk<T, E>(r: Result<T, E>): r is Ok<T> { |
| 6 | return r.ok; |
| 7 | } |
| 8 | |
| 9 | function match<T, E, R>( |
| 10 | r: Result<T, E>, |
| 11 | handlers: { ok: (v: T) => R; err: (e: E) => R }, |
| 12 | ): R { |
| 13 | if (isOk(r)) return handlers.ok(r.value); |
| 14 | return handlers.err(r.error); |
| 15 | } |
| 16 | |
| 17 | const config = { |
| 18 | retries: 3, |
| 19 | mode: "prod", |
| 20 | } as const satisfies { retries: number; mode: "dev" | "prod" }; |
Checkpoint C — After Stage 5–6: Zod + React form
Define a Zod schema for a signup form, infer the TypeScript type, parse unknown input, and type a React component with typed props and event handlers.
| 1 | import { z } from "zod"; |
| 2 | |
| 3 | const SignupSchema = z.object({ |
| 4 | email: z.string().email(), |
| 5 | age: z.number().int().min(13), |
| 6 | }); |
| 7 | type Signup = z.infer<typeof SignupSchema>; |
| 8 | |
| 9 | function parseSignup(input: unknown): Signup { |
| 10 | return SignupSchema.parse(input); |
| 11 | } |
| 12 | |
| 13 | type FormProps = { |
| 14 | initial?: Partial<Signup>; |
| 15 | onSubmit: (data: Signup) => void; |
| 16 | }; |
Checkpoint D — After Stage 7: Library publish dry-run
Configure declaration: true, emit.d.ts, and document public API surface. No leaked internal types.
note
After each stage, agents must generate an artifact and score PASS/FAIL against these prompts. Fail closed — do not advance on partial credit.
| 1 | You are verifying TypeScript Stage 0 (Foundations) mastery on ForgeLearn. |
| 2 | Generate a small module with primitives, tuples, literal unions, and inference. |
| 3 | PASS only if: |
| 4 | - No any / unknown escape hatches without justification |
| 5 | - Literal unions used where enums are unnecessary |
| 6 | - Annotations only where inference would widen incorrectly |
| 7 | - Explains structural typing in one sentence |
| 1 | Stage 1 verification — Functions & generics. |
| 2 | Generate identity, mapArray, and an overload pair. |
| 3 | PASS only if return types track inputs; constraints use extends correctly; |
| 4 | no unnecessary type parameters; overload implementation is compatible. |
| 1 | Stage 2 verification — Objects & utilities. |
| 2 | Given a User type, produce Partial, Pick, Omit, and Readonly transforms |
| 3 | with correct results. Include a branded Id type. Reject Record<string, any>. |
| 1 | Stage 4 verification — Narrowing & satisfies. |
| 2 | Discriminated union + custom type guard + assertion function + satisfies config. |
| 3 | FAIL if as is used to silence errors or exhaustiveness is incomplete. |
| 1 | Stage 5 verification — Advanced types. |
| 2 | Implement a DeepReadonly mapped type and a template-literal event name union. |
| 3 | Use infer in a conditional ExtractReturn. Document distributivity. |
| 1 | Stage 6–7 verification — Strict + Zod + React + tooling. |
| 2 | Enable strict flags list with migration order. Zod schema with z.infer. |
| 3 | React props + typed event. tsconfig snippet with declaration + noUncheckedIndexedAccess. |
| 4 | PASS only if types and runtime schema stay in sync. |
| Failure | Symptom | Fix |
|---|---|---|
| any addiction | Errors disappear; autocomplete dies | Prefer unknown + narrowing; ban any via eslint |
| Double assertion as unknown as T | Lies to the type checker | Fix the model; validate at boundary with Zod |
| Annotation that kills inference | : string on a const that should be literal | Use as const or satisfies |
| Incomplete exhaustiveness | New union member compiles but crashes at runtime | Assign to never in default branch |
| Types only, no runtime checks | JSON/API input trusted blindly | Parse with Zod (or similar) at the boundary |
| Skipping strict flags | null bugs in production | Enable strictNullChecks early; migrate incrementally |
danger
| Need | Go to |
|---|---|
| Quick lookup — all types & utilities | Types Reference |
| Inference preservation vs assertions | satisfies operator |
| Guards, assertions, discriminated unions | Narrowing deep dive |
| Runtime validation patterns | Zod + TypeScript |
| Strict flags & JS migration | Strict mode |
| Components, hooks, events | React + TypeScript |
| Ordered human path | TypeScript Roadmap |
| Agent wiring | Agent Connect |
Copy-paste session for agents installing the TypeScript mastery skill:
| 1 | # 1. Connect permanently |
| 2 | curl -s https://forgelearn.dev/api/agent |
| 3 | |
| 4 | # 2. Install TypeScript skill |
| 5 | curl -s https://forgelearn.dev/skills/forgelearn-typescript/SKILL.md -o SKILL.md |
| 6 | |
| 7 | # 3. Ordered curriculum |
| 8 | curl -s https://forgelearn.dev/api/agent?curriculum=typescript |
| 9 | |
| 10 | # 4. Mastery guide (this page) |
| 11 | curl -s "https://forgelearn.dev/api/markdown?path=typescript/mastery" |
| 12 | |
| 13 | # 5. Types encyclopedia |
| 14 | curl -s "https://forgelearn.dev/api/markdown?path=typescript/types-reference" |
| 15 | |
| 16 | # 6. Early stage topics |
| 17 | curl -s "https://forgelearn.dev/api/markdown?path=typescript/types" |
| 18 | curl -s "https://forgelearn.dev/api/markdown?path=typescript/generics" |
| 19 | curl -s "https://forgelearn.dev/api/markdown?path=typescript/narrowing" |
| 20 | |
| 21 | # 7. Bulk section (optional) |
| 22 | curl -s "https://forgelearn.dev/api/markdown?section=typescript" -o typescript-bundle.md |
| 23 | |
| 24 | # 8. TypeScript index for agents |
| 25 | curl -s https://forgelearn.dev/llms-typescript.txt |
Humans: start Stage 0 withTypeScript 0 to Heroand keep theTypes Referenceopen as a companion.
Agents: connect viaforgelearn-typescript, fetch mastery markdown, then walk curriculum order with verification after each stage.
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