Requivo

Find what could change the solution before you commit to the scope.

Paste a client or stakeholder request. Requivo identifies the assumptions and missing decisions that could change the workflow, integrations, permissions, timeline or effort — then produces one brief you can review before estimating.

The shared understanding is the source of truth. Every document is generated from it.

Built for Product Managers, Solutions Engineers and Business Analysts working on complex, configurable B2B products.

Start here — Requivo Web

A local browser workspace, and the way to use Requivo. Paste a request, answer the few questions that could change the solution, see what each answer moved, generate one decision brief.

uv tool install "requivo[web,anthropic]"   # no uv? see below
requivo web                                # opens http://127.0.0.1:8765

uv is the fastest way in, but it is not a requirement. Get it with curl -LsSf https://astral.sh/uv/install.sh | sh, or use pipx install "requivo[web,anthropic]" instead. Both put requivo on your PATH — a plain pip install --user often does not. If you would rather stay with pip, docs/getting-started.md has the virtualenv route.

Set ANTHROPIC_API_KEY in your environment or a .env file to analyse and generate. Without it the interface still opens and reads existing sessions, and tells you what is missing.

Sessions stay on your machine, the server binds to localhost, and nothing leaves your workspace — no accounts, no database, no remote storage. See docs/web.md.

Two other ways in, on the same local sessions — nothing is locked to the interface you start in:

• Claude Code — an integration. /plugin marketplace add jbkkz/requivo, then /requivo:discover <request>. Reasoning goes through your own Claude session, so there is no extra API key.
• CLI — infrastructure. requivo discover | status | brief …, for automation and anything you drive from a script or a pipeline.

Install and first run in depth: docs/getting-started.md.

Why Requivo

An LLM will happily turn a half-understood request into a polished PRD. Clean documentation is not the same as a correct understanding — and the expensive mistakes come from the question nobody thought to ask, the one that turns a "small feature" into a three-month build.

Requivo asks a question only when the answer would materially change the solution. The rest, it infers and marks as an assumption to confirm. You spend discovery time where it moves the needle.

And because it keeps the understanding rather than just the answer, it can tell you what a changed answer costs:

You change one answer:
  "The migration is one-time. After cutover, the legacy system is read-only."

Requivo:
  What changed        Integrations & notifications
  Needs review        the two-way sync decision · the reconciliation risk · the decision brief

That is the part a chat transcript cannot do.

The canonical example is examples/leave-approval/ — one line of request, taken through the questions, the brief, and a changed answer that moves the scope. A harder, messy multi-feature one lives in examples/event-checkin-reconciliation/, and is what requivo demo replays.

How it works

1. Bring a request — a sentence or a rambling email; a symptom, not a spec.
2. Clarify high-impact unknowns — Requivo asks only what would change the solution, and infers the rest as assumptions to confirm.
3. Build and validate the understanding — a versioned, typed model that is the durable product.
4. Generate traceable documents — each is a view of the model, and knows which decisions it rests on.

The decision rule is information value = uncertainty × impact. Impact is estimated from the product context you give it, so better context means sharper questions.

The main output is a decision brief — the smallest document a scope review can be run from: what is confirmed, what is assumed, the decisions on record, the premises worth contesting, and what is still open. It is not a PRD; it is what you read before writing one. A PRD, user stories, acceptance criteria, an uncertainty-aware estimate, a delivery epic with GitHub/GitLab issue plans and release notes all generate from the same understanding, without redoing the discovery.

The vocabulary — what we know, what we are assuming, open question, needs updating, are we ready — and the model underneath it: docs/requirements-model.md.

Architecture

       Web          Claude Code        CLI / API
   (the product)   (an integration)  (infrastructure)
         \               |                /
                    Requivo Core
            validated, versioned understanding

Every interface uses the same session format and the same validated apply path — there is no fork, and no interface holds business logic of its own. The three differ in weight, not in what they can reach. The Core is provider-independent: no LLM, no network. More: docs/architecture.md.

Data and privacy

Local by default. Sessions live in .requivo/sessions/ in your workspace. No telemetry, no analytics — Requivo never phones home. When a provider is used, each turn sends your request, answers, prompts, schema and loaded context cards to the Anthropic API, and to no other server; in Claude Code mode, reasoning goes through your own Claude session. Treat anything you type as content sent to a model provider. Full notes: SECURITY.md.

Documentation

Everything else — session format, providers, context cards, evaluations, product validation, roadmap, open-source strategy — is indexed in docs/.

Status

Actively developed, pre-1.0. The Core, CLI, Claude Code plugin and local Web interface are usable today. The session format is a published contract — versioned, forward-compatible, and shared by every interface; what is guaranteed and what is deprecated is written down in compatibility. Output is non-deterministic — treat the assessment as a senior colleague's read, not an oracle, and get expert review for any legal/tax/compliance flag it raises. See the roadmap.

Contributing and license

Contributions are welcome — see CONTRIBUTING.md. The Core, CLI and Claude Code integration are open source under MIT. The Requivo name and identity are separate from the code license — see TRADEMARKS.md.

MIT © jbkkz

Requivo was previously named Product Copilot.