What Flows just did
Based on your request to build Memory Write Policies, Flows created 4 implementation stages and 12 checks.
You asked for: Implement a write policy layer: criteria gates, provenance and confidence metadata, contradiction checks, and write-time validation.. Flows generated 4 stages because the application requires Written criteria for memorable vs not-memorable content; Every memory entry carries provenance (source, session, date) and confidence; Contradiction detection: new writes checked against existing memory. 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: Remembering everything, so recall drowns in noise; No provenance, so bad memories cannot be traced or trusted; Contradictory facts accumulating until the agent's worldview is incoherent.
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
4 stages · 12 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: Memorable and not-memorable lists concrete
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 Logged-out users cannot open protected pages
- api_probe Protected API rejects requests without credentials
- api_probe Expired session cannot mutate data
- browser_automation Logout in one tab invalidates mutations from another
- cross_account_probe User B cannot see or change User A’s data
- cross_account_probe Participant cannot call coach/admin endpoints
- cross_account_probe URL/body ID tampering cannot cross tenant boundary
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 4
Not startedWrite the memorability criteria
The gate is a checklist, not a vibe.
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
- Memory Write Policies
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.
Define the write gate. MEMORABLE: durable project facts, user preferences stated or clearly implied, decisions with reasons, working recipes verified by success, failures with diagnosed causes. NOT MEMORABLE: ephemeral state (current file open), one-off values, anything reconstructible from the code in seconds, speculation, and secrets (hard block: credentials never enter memory). For each memorable type define required fields (e.g. a recipe requires the command AND the context it worked in). Encode this as the memory tool's validation spec and as guidance in the system prompt. Test the gate with 10 candidate writes (5 should pass, 5 should be rejected) and verify each outcome.
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 criteria spec enforced by the tool, validated on 10 candidates.
Should not happen
- ✕Remembering everything, so recall drowns in noise
- ✕No provenance, so bad memories cannot be traced or trusted
- ✕Contradictory facts accumulating until the agent's worldview is incoherent
- ✕Single-observation 'facts' treated with the same trust as confirmed ones
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…
- !Remembering everything, so recall drowns in noise
- !No provenance, so bad memories cannot be traced or trusted
- !Contradictory facts accumulating until the agent's worldview is incoherent
- !Single-observation 'facts' treated with the same trust as confirmed ones
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 gate passes junk. Make rejection reasons specific in the tool response ('rejected: ephemeral state') so you can audit which criterion is leaking, then tighten it.
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.