What Flows just did
Based on your request to build Add Persistent Comment Threads, Flows created 6 implementation stages and 27 checks.
You asked for: Add a fully functional, persistently stored commenting system with threaded replies, accessible via API and rendered in the UI.. Flows generated 6 stages because the application requires Database tables for Comment and Thread with proper foreign keys.; REST endpoints for CRUD operations on comments and creation of threads.; Backend service layer that validates threading logic and prevents cycles.. Each stage tells your AI builder what to do, tests whether it actually worked, and gives a repair instruction when it fails. These checks are designed to catch: AI returns only mock schema or in‑memory arrays instead of real ORM definitions.; Generated endpoints contain placeholder responses (e.g., static JSON) instead of DB calls.; Threading logic omitted or cycle detection not implemented..
Example failure
The form reported success, but no database record was created.
What Flows does
Flows detects the failure, generates a repair instruction, reruns the test, and stores the passing evidence.
Stages — Plan → Build → Test → Fix → Prove → Ship
6 stages · 27 checks · progressive disclosure — open a stage for details
Copy to external builder
Copies a prompt for Claude/Cursor/etc. Records prompt_copied only — not execution, commits, or checks.
Execute through Oort
Requires Sign in with Oort + a provider connection (BYOK). Keys stay on Oort. A model name in the dropdown is not the same as a live connection.
Next
Check off: Comment table exists with all required columns.
Add a proof note on each check — a checkbox alone is weak proof.
Probes & advanced tools are under “More verification tools”. Experience level: Settings.
Project (saved with proof)
Project binding: Unbound — complete project binding before trusting this run · missing repositoryUrl, repositoryStartCommit, environment, stack
More verification tools (probes, timeline, adapters)Show
App persistence (create → read → assert token)
Body template: {"probe":"{{token}}","title":"flows-probe-{{token}}"}. Needs CORS-readable public create/list endpoints (or inconclusive). Badge only when create→read→refresh finds the token (detects false success).
Two-account authorization (User B cannot see/change User A)
Authorization evidence source: Cross-account ownership test (trust level 5/6). These are not equivalent. Unauthenticated probe alone is weaker (source: unauthenticated API probe). Tokens stay in this browser session only — not uploaded to Flows servers.
Generated edge-case tests (review / approve)
- api_probe Submitting the form empty is rejected with a clear error
- api_probe Each required field can be omitted and fails validation
- api_probe Malformed email is rejected
- api_probe Malformed phone is rejected when phone is collected
- api_probe Duplicate submission does not create two records
- api_probe Double-click submit creates only one record
- false_success_probe Failed request does not show success
- browser_automation Refresh during submission does not leave corrupt state
- api_probe Oversized input is rejected
- api_probe Unsafe strings do not execute or break storage
- api_probe Create then refresh still shows the record
- api_probe Edit then refresh keeps the edit
- api_probe Delete then refresh removes the record
- api_probe Nonexistent record ID fails cleanly
- cross_account_probe Cross-user record identifier is rejected
Generated from this route’s signals — you approve; you do not invent security tests.
Content probe (GET body contains text)
In-product content probe reads response text when CORS allows — not full DOM/click automation. Playwright script is optional and external.
Proof strength
thin · 0/100
Heuristic from notes + probes + gates — not a production certification.
Verification adapters
- ● Deploy URL probe · idle
- ● API path probe · idle
- ● Authz probe (unauth → 401/403) · idle
- ● Browser persistence · idle
- ● App persistence (create→read) · idle
- ● Content / body text probe · idle
- ○ In-product Playwright DOM · not embedded (download external script)
Filled circles = available here. Empty = not shipped. Probes are not a production audit. Adapter docs
Step 1 of 6
Not startedCreate comment and thread data models
Define persistent storage for comments and their threads.
The current codebase uses a relational database with an ORM (e.g., Prisma, Sequelize, TypeORM). Examine the existing schema folder and add new models without breaking existing migrations.
Flows keeps plan, checks, failures, and next steps connected
Your AI tool writes or changes the code
Repository grounds the plan only after inspect
Checks always carry a validation tier
How this plan was created
Plan from project details
Flows creates steps using the goal, requirements, stack, platform, and details you provide.
- Project description
- Selected template / route
- User-entered stack
- Constraints and notes
- Add Persistent Comment Threads
No repository inspection implied. Connect and inspect a codebase to ground steps in real files.
Codebase access
Checking GitHub…
Or paste a repository URL manually
Use these instructions in Claude, ChatGPT, Cursor, Emergent, or another builder.
1. Open the project's ORM schema file (e.g., prisma/schema.prisma, models/*.js). 2. Add a `Comment` model/table with the following columns: `id` (primary key, UUID or auto‑increment), `content` (text, required), `authorId` (foreign key to Users, required), `createdAt` (timestamp default now), `updatedAt` (timestamp default now, on update), `parentCommentId` (nullable foreign key to Comment.id for replies), `threadId` (foreign key to Thread.id, required). 3. Add a `Thread` model/table with columns: `id` (primary key), `entityId` (foreign key to the object the thread belongs to, e.g., Post.id), `createdAt` (timestamp default now). 4. Define the proper relations (one‑to‑many Thread→Comments, self‑referencing one‑to‑many Comment→Comment). 5. Generate a migration script using the project's standard CLI (e.g., `prisma migrate dev`, `sequelize db:migrate`). 6. Run the migration and verify the new tables exist via the database console.
Project context
Copies the project goal, technical details, current step, previous progress, and checks so your AI tool understands what it is working on.
Expected after this step
A new Comment table and Thread table are added, migrations run without error, and the DB console shows both tables with correct columns and foreign keys.
Should not happen
- ✕AI returns only mock schema or in‑memory arrays instead of real ORM definitions.
- ✕Generated endpoints contain placeholder responses (e.g., static JSON) instead of DB calls.
- ✕Threading logic omitted or cycle detection not implemented.
- ✕Frontend components use hard‑coded sample data rather than fetching from the API.
Verify gate — prove this step works before continuing
Do not move on until every check is true. Add proof notes — a checked box alone is weak proof. Checks are manual by default; deploy/API probes live under “More verification tools” and do not auto-check boxes.
Do not continue if…
- !AI returns only mock schema or in‑memory arrays instead of real ORM definitions.
- !Generated endpoints contain placeholder responses (e.g., static JSON) instead of DB calls.
- !Threading logic omitted or cycle detection not implemented.
- !Frontend components use hard‑coded sample data rather than fetching from the API.
- !Forms submit to fake URLs or only log to console.
- !End‑to‑end tests mock network calls, failing to verify real persistence.
Repair path — if this step fails
Use the Repair Prompt when a verify gate fails. Loop: Detected → Diagnosed → Repair issued → Changed → Retested → Resolved
Show repair prompt textShow
The schema you provided is incomplete or uses in‑memory placeholders. Please supply actual ORM/model definitions and a real migration script that can be executed in the current project.
Your notes for this step
Definition of Done
Final route-level requirements. Manual checks — separate from per-step verify gates. Completing step gates does not auto-check these. Route completion is not a production-ready claim.