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Idea → scoped spec

Bring an idea. Jary's Idea Coach pressure-tests it through six phases, researches the market live with sources you can open, and hands back scoped features with acceptance criteria — linked to GitHub.

Start with an ideaSee how it thinks
The gap

Most ideas die between the doc and the repo.

Strategy lives in Notion. Tickets live in Linear. Code lives in GitHub. The translation between them is done by whoever has the smallest queue.

AI assistants suggest sentences. They don't decide what to build, what to cut, or what to prioritize against tomorrow's release.

The work that actually compounds — phasing, scoping, risk-ranking, sequencing — stays in someone's head until it doesn't.

Not a task manager

A product intelligence layer.

Jary sits beside your tools. It thinks about what to build, why, and in what order — then turns the result into scoped features linked to GitHub, where your team executes.

Idea
Jary
GitHub
Tavily
OpenAI
Claude

Strategy in. Structured execution out.

The Idea Coach

Six phases. No skipping.

Jary won't write a single spec until the idea earns it.

Phase 01 of 06

Pressure-tests the premise.

Asks the questions your senior PM would ask before agreeing to build anything. Surfaces hidden assumptions before they cost a sprint.

The arc

Idea in. Structured product out.

  1. 01
    Idea

    A loose thought.

  2. 02
    Coached

    Pressure-tested through six phases.

  3. 03
    Scoped

    Cut to what ships.

  4. 04
    Prioritized

    Ordered by what blocks what.

  5. 05
    Linked

    Tied to GitHub issues.

  6. 06
    Shipped

    Closed by a merged PR.

Live research

It reads the market while it reasons.

Mid-conversation, Jary searches the live web — competitor sites, pricing pages, Product Hunt, Hacker News, GitHub. Every claim it makes is grounded in a link you can open.

jary · idea-coach
01Explore
02Define
03Validate
04Scope
05Prioritize
06Commit

What does success look like for Jary's users?

  • Improved project completion rates

    Higher percentage shipped on time.

  • Enhanced team collaboration

    Less friction across product, design, eng.

  • Faster decision-making

    Less time spent debating what to build next.

  • Better resource utilization

    More efficient use of team and budget.

1 selected
Search competitorsScan market trendsChallenge my ideaWho is the user?
coach · explore
Memory

It remembers the decisions your past sessions already made.

As you coach ideas, Jary records the decisions, findings, and directions you rejected — each tied to the session it came from. Start a new feature and it surfaces what you already settled, so you don't relitigate it.

Context carried forward. Not context lost.

Memory query

“How did we decide pricing for workspaces?”

Grounded answer

Usage-based for v1. Per-seat was rejected in the Mar 14 session because 4 of 5 competitors price per-seat and switching cost kept coming up — both recorded as session insights at the time.

  • DECPricing locked to usage-based for v1· Mar 14
  • FND4 of 5 competitors price per-seat· Mar 12
  • REJPer-seat pricing — switching cost too high· Mar 14
Scope
Per workspace
Source
Your sessions
Citations
Always
From your past sessions
5 recalled
  • DEC
    Pricing locked to usage-based for v1
    Billing · Mar 14
    94
  • SCP
    Team workspaces cut to invite + roles
    Workspaces · Apr 02
    91
  • FND
    4 of 5 competitors price per-seat
    Billing · Mar 12
    87
  • DEC
    Scope guardrails — no config frameworks
    Strategy · Mar 09
    83
  • REJ
    Per-seat pricing — switching cost too high
    Billing · Mar 14
    79
Where your team builds

When the PR merges, the spec closes itself.

Connect a repo and link each feature to its GitHub issue — or import the issues you already have. When a PR that references the issue merges, Jary advances the feature to shipped and closes the issue automatically. Your backlog and your code stay in sync.

Jary spec

Add team workspaces

  • · Owner can invite by email
  • · Members see projects in shared workspace
  • · Removing owner reassigns to oldest member
Phase 06 · Commit
GitHub · issueClosed

#142 — Add team workspaces

✓Acceptance criteria
↳PR #98 merged · 2d ago
Human in the loop

The coach does the work. You approve what matters.

One coach, many skills — it drafts specs, scans competitors, and generates acceptance criteria. Routine steps run on their own. Anything that rewrites a feature's scope — splitting it, refining it — stops for your approval first.

Assistants. Not autopilots.

jary · coach

Coach skills

  • RS
    Research

    Live web + competitor scans

  • SP
    Spec drafting

    Features, scope, acceptance criteria

  • QA
    Acceptance tests

    Given/When/Then criteria to verify against

  • SC
    Scope edits

    Split or refine a feature — gated

Approval gate

Anything that rewrites a feature's scope stops here for your confirmation. Everything else runs.

Activity

last 10 minutes
  • RS

    Searched competitor pricing pages

    Auto

    Ran during the Validate phase. Findings cited with links.

    ran · 3m ago
  • QA

    Drafted acceptance criteria for a feature

    Auto

    Given/When/Then phrasing, ready to verify against.

    ran · 8m ago
  • SC

    Split 'team workspaces' into two features

    Gate

    Defers invites-by-email to a follow-up. Applies only if you confirm.

    needs you
  • SC

    Refine 'owner transfer' feature description

    Gate

    Rewrites scope and acceptance criteria. Waiting on your approval.

    needs you
  • RS

    Scanning community signal

    Running

    Pulling from Hacker News and Product Hunt for the current idea.

    running
Pricing

Standard or Coach. Solo or team.

Start free. Add the AI Idea Coach when you want it. Pay per seat only once you grow into a team.

Free

For one person, getting organized.

$0forever

Start free
  • 1 workspace member
  • Unlimited features, bugs & ideas
  • GitHub repo linking

Standard

Track features, bugs, and ideas through to shipped.

$9per month

Get started
  • Everything in Free
  • Activity streak & milestones
  • Full delivery pipeline view
  • Core delivery features — no AI

Coach

Most popular

Everything in Standard, plus the AI Idea Coach.

$19per month

Start with Coach
  • Everything in Free
  • Activity streak & milestones
  • Full delivery pipeline view
  • Idea Coach · all six phases
  • Live web research with citations
  • Priority AI generation

Enterprise

For organizations that need control and scale.

Customcontact us

Talk to sales
  • Everything in Team
  • SSO / SCIM
  • Audit log export
  • Dedicated support & SLA

Coach plans include AI usage; top up anytime with credit packs (1M tokens for $15, 5M tokens for $60, 20M tokens for $200).

Bring an idea.
Leave with a plan.

Start with an idea