Protecting your AI coding usage locally

Stop Claude Code from burning your plan on repeated context.

Frugal is a local waste auditor for Claude Code. It watches your sessions on your machine, finds repeated reads, noisy output, and heavy history, then prepares a lighter continuation before your usage runs out. No proxy. No account. Nothing uploaded.

Free public beta. Windows · Claude Code · fully local · no account needed · checksum below.

✓ Verify your download

SHA-256 of Frugal-AI-Desktop-Setup.exe (v0.1.0-beta.1):

c9af5f019d40ddc2f5011c0671cb516c88824123457d092812d228f8a03b8962

Matches the digest GitHub computed at upload — check it on the release page.

⚠ Why Windows may warn you

The beta installer isn't code-signed yet, so SmartScreen can show "unknown publisher." That's a missing certificate, not malware — verify the checksum above, or wait for the signed build (in progress). Install guide

👁 What Frugal reads

Only the local session metadata Claude Code already writes on your machine (~/.claude). It never opens your source files' contents for analysis, never uploads code, prompts, or conversations — the only network call is a signed update check. Privacy doc

🗑 Leaving is easy

Uninstall from Settings → Apps like any other program. No account to close, nothing in the cloud to delete. Uninstall guide

"I got tired of AI coding tools burning through usage on repeated context — so I built Frugal."

Tools like Claude Code, Cursor, and Codex re-send your project history on every turn. Long sessions, repeated file reads, noisy command output — it all eats the same usage budget you code against. Vendors tell you to manage this by hand. Frugal automates that discipline, on your machine, without changing how you work.

— the maker

🔒
100% Local
Nothing leaves your machine
Zero Latency
Never in the request path
🛡️
Privacy First
No account, no upload
🚀
Multi-Tool Vision
Claude Code today, more coming
Proof, not promises

Real numbers from a real week — the maker's own.

No synthetic benchmarks. This is what Frugal measured from my own Claude Code transcripts last week, on the machine it was built on.

5.1×
more work from the same plan, thanks to context reuse
89%
of re-sent context served from reuse instead of full price
13.5M → 2.6M
raw vs. effective input tokens across the week
≈$32
of API-equivalent value preserved by reuse in one week

Measured by Frugal from my own local transcripts, week ending July 4, 2026 — 125 turns across 2 sessions. The multiplier is what context reuse was worth that week; Frugal's job is to keep it that high — it watches for the repeated reads, noisy output, and heavy sessions that collapse it, and prepares lighter continuations before they do. Estimates from published API rates, never a bill, never a guarantee. Your numbers are computed locally from your own usage — the app shows you the same report about yourself.

Raw 60-second screen demo — being recorded. The numbers above are live from real usage in the meantime.
Without Frugal
  • Heavy context re-sent every turn — the longer the session, the more each message costs.
  • Repeated work goes unnoticed — same files read, same commands run, again and again.
  • Limits hit mid-flow — you find out when the work stops.
  • Manual discipline — you're supposed to clear stale context and restart sessions yourself.
With Frugal ON
  • Reuse multiplier measured weekly from your own sessions — 5.1× on the maker's machine last week, computed locally on yours.
  • Repeated work patterns found and shown before they burn more usage.
  • Lighter continuations prepared automatically when a session gets heavy.
  • Zero workflow change — keep using your AI coding tools exactly as you do now.
How it works

Turn it on. Keep coding. That's the workflow.

1

Frugal watches locally

It reads the session data your AI coding tool already writes on your machine — out of the request path, never adding latency, never during a response.

2

It finds the waste

Repeated reads and commands, noisy output filling your context, sessions grown heavy enough that every turn re-pays for the whole history.

3

It prepares the save

Auto Saver writes a lighter continuation guide. Paste it into a fresh session and keep working — same project, fraction of the context.

Auto Saver

Detects heavy sessions in the background and prepares a continuation guide automatically — at most once per session, never in your way.

🔁

Repeated-work radar

Spots identical reads and commands across a session, sizes the waste, and shows what it would save to reuse instead.

📊

Honest proof

Found, prepared, and confirmed savings are counted separately. Estimates are labeled as estimates. No invented numbers — ever.

🔒

Fully local

No account, no upload, no cloud processing. Your code and conversations never leave your machine.

🛡️

Privacy guard

Sensitive files are flagged by name only — never opened — so you can keep them out of AI context.

🧰

Technical view

Power users get the full break-down: session score, burn forecast, cache analysis, evidence log, and a run contract.

Expanding to every AI tool

One optimizer for all your AI coding assistants.

Frugal is built with a pluggable tool-adapter architecture. We're starting with Claude Code and shipping support for more tools — drastic cost and session savings for every AI coder.

● Live now

Claude Code

Full optimization: auto-saver, repeated-work detection, continuation guides, privacy guard, and the complete technical view. Windows beta.

◐ Next up

Cursor

A second tool adapter is already scaffolded in the codebase. Cursor optimization is coming, using the same proven engine and recipes.

◯ Planned

Codex, Copilot & more

Broader AI coding-assistant optimization with shared scanners and recipes across tools. macOS and Linux support on the roadmap too.

🎯

Our mission: Every developer should get the maximum value from every AI coding dollar they spend — across every tool, every platform. Frugal delivers incredible, measurable savings one tool at a time.

Straight answers

"Doesn't Claude Code already handle this?"

The three questions every Claude Code power user asks first — answered without spin.

🗜️

"/compact already exists."

Compaction is reactive: it fires when you're already deep in an expensive session, costs a model call of its own, and compresses history it decides to keep. Frugal works before that point — out-of-path, it watches waste accumulate turn by turn and prepares a continuation guide so your next session starts light instead of squeezing a heavy one.

📈

"Free monitors show my usage."

Monitors tell you that you're burning usage. Frugal tells you why — which repeated reads, which noisy outputs, which heavy history — and hands you the prepared fix, then tracks whether it was actually used. Monitoring versus remediation.

🚫

"What's it doing to my requests?"

Nothing. Frugal never proxies, intercepts, or modifies a Claude Code request — zero added latency, no limit bypass, no cloud. It reads the local session files Claude Code already writes, between turns, in its own process.

Trust & privacy

Local-first, honest by construction.

What Frugal does not do: it does not bypass, extend, or increase any AI vendor's usage limits — and never claims to. It reduces avoidable waste inside the plan you already have. Dollar figures shown anywhere are usage-value estimates, not bills — subscriptions stay flat-rate.
Roadmap vote

Vote for the next Frugal adapter.

The Windows + Claude Code beta is free and downloadable today — no waitlist needed. This is for everyone else: pick the tool or platform you need and we'll email you the moment it ships. Votes decide the build order.

Email only — used to tell you when your vote ships, nothing else. Unsubscribe anytime. Already on Windows + Claude Code? Just download the beta.

FAQ

Questions developers actually ask

Does Frugal bypass or increase AI usage limits?
No — and it never will. Frugal reduces avoidable waste inside your existing plan: repeated context, heavy sessions, noisy output. Your limits are your AI vendor's; Frugal just helps you stop burning them on work you already did.
Does my code or conversation data leave my machine?
No. Frugal runs locally and reads only the session data your AI coding tool already stores on your computer. There is no account, no upload, and no cloud processing. The only network call the app makes is a signed update check (app version + platform, nothing else) — documented in the privacy doc.
Will it slow my AI tool down or intercept my requests?
No. Frugal is out-of-path by design: it never runs inside your AI tool's request→response cycle and adds zero latency. It observes between turns and acts between sessions.
How is this different from /compact and Claude Code's built-in context management?
Compaction reacts once a session is already heavy — and the compaction itself costs a model call. Frugal is proactive and out-of-path: it detects the waste patterns (repeated reads, noisy output, growing history) as they build, shows you the evidence, and prepares a lighter continuation guide so the next session never inherits the weight. The two are complementary; Frugal just means you need /compact less often.
How is this different from free usage monitors?
Usage monitors report totals — how many tokens, how close to the limit. Frugal diagnoses and remediates: it identifies which repeated reads and noisy outputs are eating your plan, prepares the fix (a continuation guide), and separately tracks whether the fix was used. If you just want a meter, a monitor is enough; Frugal is for getting the waste back.
Are the savings numbers real?
They're honest estimates, computed from your own local usage and labeled as estimates everywhere. Frugal separates what it found, what it prepared, and what you confirmed by actually using a continuation guide — and never counts the first as the last. These rules are enforced by automated tests inside the product.
Which AI tools and platforms are supported?
Claude Code on Windows during the beta (terminal CLI, desktop app, and IDE extensions are all covered — they share the same local data). Cursor support is next, followed by Codex, Copilot, and more. macOS and Linux are on the roadmap too — vote for what ships next and we'll email you when yours is ready.
Is the beta really free?
Yes. The public beta is free while we prove the value with real users. We'll announce any future plans well in advance — early users and adapter voters always get priority access and the best terms.