Agent Workflow Kit

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❓ The problem

AI coding agents are **stateless between sessions**. Every new chat starts from zero:

── new session, no kit ───────────────────
    ▶ "continue the feature"
        ↓
    reads 18 files… greps ×6…
    re-infers the architecture…
    re-asks a decision you settled…
        ↓  (15k–40k tokens later)
    …finally starts working
──────────────────────────────────────────
→ re-derives what it knew yesterday, and
  re-introduces a bug you already fixed

No durable handover ⇒ **drift between sessions, repeated mistakes, ballooning token cost.**

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⚡ Without vs. With

The kit gives the agent a small, structured **memory** it reads at the start of every session — instead of rebuilding context from source each time.

WITHOUT the kit · cold start, cost grows
  s1  ~30k tok  ██████████
  s2  ~28k tok  █████████    ← repeats a fixed bug
  s3  ~34k tok  ███████████  ← drift

WITH the kit · boots from memory, cost flat
  s1   ~4k tok  █
  s2   ~4k tok  █            ← no drift
  s3   ~5k tok  █            ← de