specloop

Know how close the code is to the spec. For teams that ship on GitHub, with people and with AI agents.

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specloop reads every commit, branch and pull request, matches the work to your specifications, and tells you what is done, what is half-built and what went a different way.

the loop
Harbor/harbor-paymentsmain

Spec coverage on main

72%+6 this week

Drifted
3
Open PRs
8
People
11

Specifications

  • BILUsage-based billing84%
    x
  • ONBMerchant onboarding v261%
    x
  • PAYPayouts to EU accounts38%
    x
  • RSKRisk scoring on refunds92%
    x

Connects to

GitHubJiraAsanaTrelloLater: GitLab, Bitbucket, Linear

Specs, measured

Write a spec in specloop or pull it from Jira, Asana or Trello. It gets split into requirements with IDs. Every merged commit is matched against them, so each requirement shows whether it is built, half-built, or built differently from what was agreed.

Drift is counted on its own, next to the percentage. A feature shipped the wrong way is not the same as a feature not shipped.

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coverage

Usage-based billing

84% built, 1 drifted

  • BIL-5Meter API calls per merchant per hour#398, 4 commits
  • BIL-7Invoice line items grouped by product#412
  • BIL-11Proration when a plan changes mid-cycle#405, upgrades only
  • BIL-12Credit notes for refunded usageissued as negative invoices
  • BIL-14Usage alerts at 80% and 100% of budgetno matching work
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the history

Ask the repository

specloop keeps a readable history of how the codebase grew: when modules appeared, who built them, where the scope changed. Ask in plain words, per branch or per pull request. Answers cite the commits.

Why do refunds have two code paths?

The ledger service was added in March (a41f9c2) for BIL-3. Refunds older than that still go through legacy/refund.ts, kept because RSK-2 needed the old fraud hook. Ana Pop and Luca Moretti own both. Removing the old path is tracked as HAR-240.

3 commits, 2 pull requests, 1 ticket cited

One agent, or a whole building of them

Each project starts with one agent that learns the whole codebase. When it gets big, split it: backend, frontend, devops, or whatever lines fit your repo. Every agent has its own scope and memory, and you can read what it currently believes about the project and correct it.

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agents

backendservices/*, infra/db

Refunds go through the ledger service. Two code paths still bypass it (legacy/refund.ts).

Specs: BIL, PAY, RSK

frontendapps/dashboard, packages/ui

Onboarding is a 5-step wizard. Step 4 (bank details) is behind the flag onb_v2_bank.

Specs: ONB

devopsinfra/*, .github/workflows

Deploys run on merge to main. Staging has no seeded payout accounts, so PAY tests skip there.

Specs: none

Planned, then shipped

The timeline puts your milestones next to what actually landed in the repository. Dates come from your board. Progress comes from the code.

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  1. Billing beta

    Planned Jun 14

    shipped 6 days late

  2. Onboarding v2

    Planned Aug 2

    shipped a day early

  3. EU payouts

    Planned Oct 18

    at risk, 38% built

  4. Refund risk

    Planned Nov 8

    on track, 92% built

the road

Context for your coding agents

The specloop CLI hands Claude Code, Cursor or Codex what they need before they write a line: the task on this branch, the spec behind it, the requirements still open, and the rules your team follows. You can see exactly what each agent was given in the Context tab.

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late shift
$ specloop context --agent backend
branch   feat/eu-payouts (PAY)
task     HAR-231 Payouts to SEPA accounts
open     PAY-2 IBAN validation, PAY-3 retry on bank reject
rules    money is integer minor units; no floats
         new services register in infra/services.yaml
state    ledger service owns balances (since a41f9c2)

$ specloop skills sync
wrote    .claude/skills/specloop-ledger/SKILL.md
wrote    .claude/skills/specloop-payouts/SKILL.md
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the house rules

Docs that keep up, rules that get checked

Documentation

Generated from the code and the specs together, in three parts: how the project got here, what it looks like today, and what is still planned. It updates as commits land. Paragraphs you edit by hand are left alone.

  • History: from checkout prototype to ledger
  • Current state: services, data flow, owners
  • Planned: EU payouts, refund risk scoring

Rules

Write down your conventions, or import them from an existing CLAUDE.md, AGENTS.md or lint config. specloop checks new work against them and reports where they bend. It does not block merges unless you ask it to.

  • Money is stored as integer minor unitsheld
  • No direct Stripe calls outside services/billing2 this week
  • Every migration has a down step1 this week

Priced per workspace

You pay for a workspace, and the AI the agents use is included in the plan. Nobody on the team needs their own API key. Credits are pooled across the workspace, with caps if you want them.

Free

For a small team trying it on one project.

$0up to 3 people

  • 1 project, 2 repositories
  • One agent
  • 500 AI credits a month
  • Built-in board, 1 synced board

Team

most teams

For a product team working across a few repositories.

$24per seat / month

  • 10 projects, 10 repositories each
  • Up to 5 agents per project
  • 1,000 AI credits per seat, pooled
  • Jira, Asana and Trello sync
  • CLI and context packs

Business

For larger orgs that need controls and audit history.

$45per seat / month

  • Everything in Team, no project limit
  • 2,000 AI credits per seat, pooled
  • Up to 20 agents per project
  • Restricted projects
  • Audit log kept for 2 years

Billed through Stripe. Viewers are free on paid plans. Enterprise plans with SSO and your own model keys are available on request.

Questions

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Ship what you planned

We are opening specloop to a small group of teams first. Leave your work email and we will write when your workspace is ready.

see you inside