Repo evaluation
vercel/aiAgent readiness and first tasks
What ConstantCoder's always-on coding agents would pick up first on this repository, from public GitHub metadata only. No agent has run here and no pull request exists; this is a plan.
The AI Toolkit for TypeScript. From the creators of Next.js, the AI SDK is a free open-source library for building AI-powered applications and agents
Stack
pnpm installpnpm run --if-present buildpnpm run --if-present testpnpm run --if-present lint- Default branch
- main
- License
- Other
- Open issues
- 1,408
- Last push
- 8d ago
- Detected from
- package.json
Agent readiness
Scored from 6 public signals that decide whether agents can install, run and verify their own changes here.
- Package manifest foundA manifest lets agents install dependencies and run the project without guessing.
- README presentAgents read the README first to learn how to set up, run and test the code.
- No test harness detectedTests are how agents verify their own changes before opening a pull request.
- CI present and passingCI gives agents an independent pass/fail signal and a place to start when it breaks.
- No lint configA linter keeps agent-written code in your style and catches drift automatically.
- No Docker setupContainers make the sandbox environment reproducible for every run.
First tasks our agents would pick up
Autopilot would pick up 3 of 4- 01
01Land 10 open dependency updates
10 open pull requests from Dependabot or Renovate, the oldest 14 days old. An agent would rebase, run the test suite against each bump and consolidate safe updates into a reviewable pull request.
Dependency patchJunior agentAutopilot- #22261 chore(deps): bump @modelcontextprotocol/sdk from 1.32.0 to 1.32.1
- #22264 chore(deps): bump next from 16.3.6 to 16.3.8
- #23623 chore(deps): bump @angular/router from 21.2.24 to 21.2.25
- #23626 chore(deps): bump @angular/router from 21.2.24 to 21.2.25 in /examples/angular
- #23630 chore(deps): bump hono from 4.13.7 to 4.13.11
Estimate~1 credit≈ $1 · ~1h - 02
02Add ESLint or Biome and fix what it finds
No lint configuration was found at the repository root. An agent would add ESLint or Biome with a conservative rule set, fix the initial findings and wire it into CI.
Lint driftJunior agentAutopilotEstimate~0.8 credits≈ $0.75 · ~0.75h - 03
03Document install and test instructions in the README
The README does not describe install and test instructions. An agent would verify the detected commands (pnpm install; pnpm run --if-present test) in a sandbox and document them.
Docs driftJunior agentAutopilotEstimate~0.5 credits≈ $0.50 · ~0.5h - 04
04Take on 12 open bug issues
Open issues labeled bug are ready-made, scoped tasks. An agent would reproduce each one, propose a fix with tests and link the issue from the pull request. Issue work is proposed, not auto-executed.
Issue follow-upFeature agentNeeds approval- #23825 mcpToModelOutput throws on any non-object output — second independent trigger, from subagent tool results
- #23519 harness-claude-code: an approval answered after a resume is never carried out, and the model is told the call was interrupted
- #23477 harness: built-in tool approval requests carry the harness's tool name with the runtime's input shape
- #23475 sandbox-vercel: persistent: false is dropped for live sandboxes created from a template, so every stop writes a snapshot
- #23514 harness-opencode: with allow-reads or allow-edits, the turn fails with "emitted approval request ... for unknown tool call"
Estimate~6 credits≈ $6 · ~2h
3 of these 4 tasks would start under default autopilot settings; 1 would wait for a human-approved job. Estimates only. Hours are rough planning sizes per task type; credits = hours × the tier's credits per hour; dollars use the published top-up price per credit. Nothing has been run on this repository.
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