API reference

Every one of the 229 routes the FLAM API serves, generated from the OpenAPI document the API itself publishes — parameters, responses and a runnable curl for each.

229 operations in 35 groups. Each group is one page: every route in it with its parameters, its responses, an example body and a curl you can paste. The pages are built from the running contract on every deploy — a route that answers is on this page, and a route that is gone has left it.

Built for agents as much as for people

The machine-readable document is on this origin at /openapi.json — point a generated client, a typed SDK or an agent at it directly. An MCP server is at POST /api/mcp, which is the shorter path for an agent that just wants to commission work and watch it land.

Start here

# 1. Mint an organisation key (needs a browser session — a key cannot mint a key).
curl -X POST "https://api.flam.fashion/api/keys" \
  -H "Content-Type: application/json" \
  -b "$SESSION_COOKIE" \
  -d '{"name":"my agent","role":"member"}'

# 2. Every call after that is the same header.
export FLAM_API_KEY="flam_sk_…"
curl "https://api.flam.fashion/api/me" -H "Authorization: Bearer $FLAM_API_KEY"

A key belongs to the organisation, not to a person: the organisation owns the work, the imagery and the money, and a person is only attribution. Taking someone off the team cannot orphan a running integration. Roles, revocation and what a key may never do are on The API.

Every route

API keys

Route	What it does
`GET /api/keys`	List the house's API keys
`POST /api/keys`	Mint an organisation API key
`DELETE /api/keys/{id}`	Revoke an API key

MCP

Route	What it does
`POST /api/mcp`	MCP server (Streamable HTTP, JSON responses)

Route	What it does
`GET /docs`	Swagger UI rendered over /openapi.json
`GET /health`	Liveness
`GET /openapi.json`	The merged OpenAPI document this API serves

Assets

Route	What it does
`GET /api/toolkit/assets`	The house's captured assets, newest first
`GET /api/toolkit/assets/{id}`	Stream one asset's bytes from R2 (owner-gated)
`PATCH /api/toolkit/assets/{id}`	Rename, classify, tag or move one piece
`GET /api/toolkit/assets/{id}/file`	Stream one asset's bytes (the contract serving route)
`PATCH /api/toolkit/assets/batch`	Move or re-file many pieces at once
`POST /api/toolkit/assets/batch/delete`	Take many pieces out of the library
`POST /api/toolkit/assets/batch/quote`	What would this cost, for all of them
`POST /api/toolkit/assets/group`	Stamp a fresh shared group onto a set of pieces
`POST /api/toolkit/assets/pack`	Take a whole selection as one file
`POST /api/toolkit/assets/upload`	Hang one image in the house library (multipart)
`GET /api/toolkit/backgrounds`	The whole library a look can stand on
`GET /api/toolkit/folders`	Every collection in the house, flat
`POST /api/toolkit/folders`	Create a collection
`PATCH /api/toolkit/folders/{id}`	Rename a collection
`GET /api/toolkit/packs/{id}`	Where a pack got to
`GET /api/toolkit/packs/{id}/file`	Stream a batch download's archive

Jobs

Route	What it does
`GET /api/toolkit/develops`	The house's develop RUNS, newest first
`POST /api/toolkit/develops/{id}/cancel`	Stop a whole run — honestly
`GET /api/toolkit/jobs`	Reconnect backfill — jobs newer than an eventSeq cursor
`POST /api/toolkit/jobs/{id}/cancel`	Stop ONE frame
`POST /api/toolkit/jobs/{id}/duplicate`	Run the same frame again as a NEW job
`POST /api/toolkit/jobs/submit`	Submit an async generation job
`GET /api/toolkit/jobs/ws`	Job event stream (WebSocket upgrade)

Lookbook

Route	What it does
`GET /api/toolkit/lookbook/looks`	The house's looks, newest first (50)
`POST /api/toolkit/lookbook/looks`	Create a look from the director's three choices
`GET /api/toolkit/lookbook/looks/{id}`	One look, whole — selections, lock state, the variation batch
`POST /api/toolkit/lookbook/looks/{id}/develop-lock`	Develop the LOOK's lock frame
`POST /api/toolkit/lookbook/looks/{id}/lock`	Freeze the Look Base
`POST /api/toolkit/lookbook/looks/{id}/unlock`	The explicit intent required before re-developing a locked look
`POST /api/toolkit/lookbook/looks/{id}/variations`	Fan the LOOK out into its variations
`GET /api/toolkit/lookbook/templates`	Shot templates — the house's built-ins plus the caller's own
`GET /api/toolkit/lookbook/templates/{id}`	One template and its shots, in order

Factory

Route	What it does
`POST /api/toolkit/factory/plan`	What the house INTENDS, before a token moves
`POST /api/toolkit/factory/run`	The one confirm — create the batch of draft looks
`GET /api/toolkit/presets`	The house's standing preset
`POST /api/toolkit/presets`	Set the house's standing preset

Pipelines

Route	What it does
`GET /api/toolkit/pipelines/presets`	Saved plans — a line with no items bound
`POST /api/toolkit/pipelines/presets`	Save a plan as a preset
`DELETE /api/toolkit/pipelines/presets/{id}`	Delete a saved plan
`PATCH /api/toolkit/pipelines/presets/{id}`	Replace a saved plan
`POST /api/toolkit/pipelines/preview`	The number before the click
`GET /api/toolkit/pipelines/runs`	The house's pipeline runs, newest first
`POST /api/toolkit/pipelines/runs`	Start the line
`GET /api/toolkit/pipelines/runs/{id}`	One run, its compiled steps and its plan
`POST /api/toolkit/pipelines/runs/{id}/cancel`	Stop the line

Models

Route	What it does
`GET /api/toolkit/models`	The casting board
`GET /api/toolkit/models/{id}`	One face
`PATCH /api/toolkit/models/{id}`	Add to your own model's dossier — her range, her build, her marks
`POST /api/toolkit/models/{id}/checkout`	Open the hosted checkout for a face
`POST /api/toolkit/models/own`	Bring your own — register held assets as a personal model

Brand

Route	What it does
`GET /api/toolkit/brand`	The house's extracted visual DNA
`PATCH /api/toolkit/brand`	Correct the extracted DNA, or switch the injection off
`POST /api/toolkit/brand/dna`	Read the house's visual DNA off its own imagery
`GET /api/toolkit/brand/marks`	The house's logo renditions, and which set rides a frame
`POST /api/toolkit/brand/marks`	Register an uploaded image as a rendition of the mark
`DELETE /api/toolkit/brand/marks/{id}`	Take a rendition out of the rotation
`PATCH /api/toolkit/brand/marks/{id}`	Correct a rendition's material, placement, note or riding order

AI

Route	What it does
`POST /api/toolkit/ai/depth`	Depth map for the Lens Blur tool (1 token)
`POST /api/toolkit/ai/describe-item`	Classify one piece — auto-name + wardrobe bucket (1 token)
`POST /api/toolkit/ai/detect-items`	Find every garment and accessory in a frame
`POST /api/toolkit/ai/extract-build`	Read a body out of a full-length photograph, in casting vocabulary
`POST /api/toolkit/ai/extract-character`	Read a person out of a reference image (or a four-view collage)
`POST /api/toolkit/ai/preflight`	Pre-flight — what will go wrong, before you spend (free)
`POST /api/toolkit/ai/segment`	A clean cutout of the ONE item that was tapped

Toolkit

Route	What it does
`POST /api/toolkit/ai/remove-background`	Remove background (sync, fal birefnet)
`GET /api/toolkit/my-access`	—
`POST /api/toolkit/takes`	Another take — N frames back in, her sentence on each
`GET /api/toolkit/tools/{slug}/items`	Curated content items for a tool

Text tools

Route	What it does
`POST /api/toolkit/ai/face-features`	20 facial-feature keywords from a portrait (vision lane)
`POST /api/toolkit/ai/inspiration-keywords`	Categorized keyword sets for a vibe
`POST /api/toolkit/ai/midjourney-prompts`	Generate N varied shot prompts from a reference description
`POST /api/toolkit/ai/prompt-builder`	Build one photographic prompt from a subject
`POST /api/toolkit/ai/prompt-enhancer`	Improve a rough prompt (sync text lane)

Explore

Route	What it does
`GET /api/toolkit/entitlements`	What this director holds, and any checkout still open
`GET /api/toolkit/explore`	Every offering this director may see, across all kinds
`POST /api/toolkit/explore/{kind}/{id}/take`	Take an offering — free grants now, priced opens checkout

Posts

Route	What it does
`GET /posts`	—
`POST /posts`	—
`DELETE /posts/{id}`	—
`GET /posts/{id}`	—
`PATCH /posts/{id}`	—

Chat

Route	What it does
`POST /api/chat`	One turn of the loop
`POST /api/chat/apply`	Undo, redo, and any direct edit
`POST /api/chat/context/warm`	Prepare private chat context
`GET /api/chat/sessions`	List this director's recent conversations
`POST /api/chat/sessions`	Start a new conversation
`GET /api/chat/sessions/{id}/turns`	Restore one conversation

Search

Route	What it does
`GET /api/toolkit/search`	One field over the whole house

Billing

Route	What it does
`GET /api/toolkit/ai/billing/autocharge`	The house's auto top-up rule, ceiling, card and audit trail
`PUT /api/toolkit/ai/billing/autocharge`	Arm, retune or disarm the auto top-up rule (OWNER ONLY)
`POST /api/toolkit/ai/billing/autocharge/run`	Fire the standing order if the house is genuinely short
`GET /api/toolkit/ai/billing/balance`	Spendable token balance + open holds
`GET /api/toolkit/ai/billing/catalog`	Public pricing catalog (tiers + packs)
`POST /api/toolkit/ai/billing/checkout/custom`	Hosted Dodo checkout for a pay-what-you-want top-up
`POST /api/toolkit/ai/billing/checkout/subscription`	Hosted Dodo checkout for a subscription tier
`POST /api/toolkit/ai/billing/checkout/topup`	Hosted Dodo checkout for a token pack
`POST /api/toolkit/ai/billing/portal`	Open the merchant of record's hosted portal (OWNER ONLY)
`POST /api/toolkit/ai/billing/webhook/dodo`	Dodo payment webhook (standard-webhooks signature)

Account

Route	What it does
`GET /api/account`	The director's own account, in one read
`DELETE /api/account/avatar`	Remove your picture
`POST /api/account/avatar`	Set your own picture (multipart)
`GET /api/account/avatar/{userId}`	A user's picture (bytes)
`PATCH /api/account/billing-email`	Set the house's invoice email
`GET /api/account/memory`	Read the current house and actor-scoped memory book
`POST /api/account/memory`	Add or append a correction to a scoped memory
`DELETE /api/account/memory/{id}`	Retire a scoped active memory
`POST /api/account/plan/cancel`	Stop the renewal (cancel at period end)

Me

Route	What it does
`GET /me`	The signed-in user
`POST /me/delete`	GDPR erasure — delete the caller's account
`GET /me/export`	GDPR access — export the caller's own user row

Organization

Route	What it does
`DELETE /api/toolkit/org/seats/{userId}`	Empty a seat (or leave the house yourself)
`POST /api/toolkit/org/seats/accept`	Take an offered seat
`POST /api/toolkit/org/seats/invite`	Invite a teammate into this house
`POST /api/toolkit/org/seats/role`	Change what a seat may do
`POST /api/toolkit/org/transfer`	Hand this house to somebody else

Invites

Route	What it does
`GET /api/toolkit/invite/accept`	Look up an invitation token before signing in
`POST /api/toolkit/invite/accept`	Accept an invitation as the signed-in user
`POST /api/toolkit/invite/preview`	Read what her links say about her
`POST /api/toolkit/invite/redeem`	Redeem an invitation code
`POST /api/toolkit/invite/request`	Request an invitation to the house
`GET /api/toolkit/invites/mine`	This house's invitation link and who has used it

Onboarding

Route	What it does
`GET /api/toolkit/onboarding`	First-workflow checklist progress
`POST /api/toolkit/onboarding`	Complete a checklist step (idempotent)

Auth

Route	What it does
`POST /api/toolkit/check-email`	Route an entered email to the right sign-in step

Admin

Route	What it does
`POST /api/toolkit/admin/access`	Grant / revoke toolkit or tool access (admin)
`GET /api/toolkit/admin/ai-costs`	Token/cost usage summary from the ledger (admin)
`GET /api/toolkit/admin/analyst`	The platform analyst's latest 12-hour digest (admin only)
`PATCH /api/toolkit/admin/analyst/cadence`	Set the analyst's window (admin only)
`POST /api/toolkit/admin/analyst/run`	Run the analyst now (admin only)
`GET /api/toolkit/admin/develops`	Develop runs across the house, newest first
`POST /api/toolkit/admin/develops/action`	Retry or cancel a develop
`GET /api/toolkit/admin/emails`	Every letter the house sent (email_log)
`GET /api/toolkit/admin/entitlements`	Real-money purchases across the house
`POST /api/toolkit/admin/entitlements/revoke`	Revoke a granted entitlement (a refund's other half)
`GET /api/toolkit/admin/failures`	Failures grouped by what the provider actually said
`GET /api/toolkit/admin/frames`	Every house's outputs, browsable
`GET /api/toolkit/admin/frames/{id}/file`	The bytes of any house's frame (admin only)
`POST /api/toolkit/admin/grant-tokens`	Comp a token grant to a user (admin)
`POST /api/toolkit/admin/invite`	Open the door for one email (admin)
`GET /api/toolkit/admin/invite-codes`	List invitation codes (admin)
`POST /api/toolkit/admin/invite-codes`	Mint a shareable invitation code (admin)
`POST /api/toolkit/admin/invite-codes/revoke`	Kill an invitation code (admin)
`GET /api/toolkit/admin/invite-requests`	List invitation requests (admin)
`GET /api/toolkit/admin/judge/rollup`	The judge's verdicts, counted (admin only)
`GET /api/toolkit/admin/judge/verdicts`	Every judged frame, across every house (admin only)
`GET /api/toolkit/admin/judge/verdicts/{jobId}`	One judged frame, whole (admin only)
`GET /api/toolkit/admin/kept-cost`	Cost per KEPT frame, per house and per tool, over a window
`GET /api/toolkit/admin/longstory/autonomy`	Read Longstory's delegated authority
`POST /api/toolkit/admin/longstory/autonomy`	Create a new Longstory authority revision
`GET /api/toolkit/admin/memory`	Observe living memory across every house
`POST /api/toolkit/admin/memory/{id}/review`	Approve or reject one learned memory
`POST /api/toolkit/admin/memory/reflection-findings/{id}/decision`	Accept or reject one evidence-backed reflection proposal
`GET /api/toolkit/admin/memory/replay-evidence/{id}`	Open one audited session replay evidence moment
`POST /api/toolkit/admin/memory/replay-evidence/{id}/renders`	Request an optional video rendering of replay evidence
`GET /api/toolkit/admin/memory/replay-evidence/{id}/renders/{renderId}`	Download one audited replay evidence video
`GET /api/toolkit/admin/offerings`	The catalogue, as the house sees it
`POST /api/toolkit/admin/offerings`	Create or update an offering (price, tier, previews)
`POST /api/toolkit/admin/offerings/retire`	Retire an offering from the board
`GET /api/toolkit/admin/onboarding`	Who is setting up, and how far they got (admin)
`GET /api/toolkit/admin/overview`	The house at a glance — the first screen
`GET /api/toolkit/admin/payments`	Real transactions — subscriptions, top-ups, offerings, comps
`GET /api/toolkit/admin/support`	Tickets and feedback, with the screenshots directors sent
`GET /api/toolkit/admin/tokenomics`	What a token costs against what we charge, and the funnel
`DELETE /api/toolkit/admin/tool-items`	Delete a curated item by id (admin)
`GET /api/toolkit/admin/tool-items`	Curated items for one tool (admin)
`POST /api/toolkit/admin/tool-items`	Append a curated item (admin)
`GET /api/toolkit/admin/users`	All users with balance + access (admin)

Email

Route	What it does
`POST /api/toolkit/email/drip`	PostHog triggers a drip, FLAM sends it
`POST /api/toolkit/email/webhook/resend`	Resend delivery webhook (standard-webhooks signature)

Intake

Route	What it does
`POST /api/toolkit/intake`	Record the answers given at the door

Internal

Route	What it does
`POST /api/internal/analyst/actions/invitations/{id}/approve`	Approve one invitation applicant after human confirmation
`POST /api/internal/analyst/actions/invitations/{id}/research`	Research one applicant's safe public storefront
`POST /api/internal/analyst/actions/recordings/{id}/summarize`	Ask PostHog to analyze one session replay
`GET /api/internal/analyst/assets/{id}/preview`	Read one bounded asset thumbnail for visual analysis
`GET /api/internal/analyst/chat-quality`	How the chat is doing — self-found lapses, and what it wished it could do
`GET /api/internal/analyst/deliverability`	Read email delivery outcomes for the FLAM analyst
`GET /api/internal/analyst/experiments`	Read bounded PostHog experiment state and aggregate results
`GET /api/internal/analyst/failures`	Read grouped recent failures for the FLAM analyst
`GET /api/internal/analyst/feature-flags`	Read bounded PostHog feature flag state
`GET /api/internal/analyst/funnel`	Read FLAM's fixed acquisition and activation funnel
`GET /api/internal/analyst/invitations`	Read the bounded invitation applicant queue
`GET /api/internal/analyst/learnings`	Read recent cross-house learnings for the FLAM analyst
`GET /api/internal/analyst/longstory`	Read Longstory lessons, interventions, evidence, and cost
`GET /api/internal/analyst/product-usage`	Read bounded PostHog product usage for the FLAM analyst
`GET /api/internal/analyst/recordings`	Read bounded PostHog session replay metadata
`GET /api/internal/analyst/recordings/{id}/analysis`	Read PostHog's stored AI analysis of one session replay
`GET /api/internal/analyst/rejections`	Read explicit generation rejection evidence
`GET /api/internal/analyst/snapshot`	Read a bounded platform snapshot for the FLAM analyst
`GET /api/internal/analyst/support`	Read bounded PostHog support tickets
`POST /api/internal/replay-renders/{id}/complete`	Store a completed replay video render
`POST /api/internal/replay-renders/{id}/fail`	Record a failed replay video render
`POST /api/internal/replay-renders/claim`	Claim one replay render job

Judge

Route	What it does
`POST /api/toolkit/judge/redraw`	Draw it again, with the fix carried
`GET /api/toolkit/judge/verdicts`	The judge's verdicts for a batch of frames
`GET /api/toolkit/judge/verdicts/{jobId}`	One frame's verdict
`POST /api/toolkit/judge/verdicts/{jobId}/label`	She tells us the judge was wrong (L2)

Notifications

Route	What it does
`GET /api/notifications`	The board — what happened while she was gone
`GET /api/notifications/{id}/opinion`	The facts behind the house's opinion of one board row
`POST /api/notifications/read`	She saw it

Postures

Route	What it does
`GET /api/toolkit/postures`	The posture library, the control axes, and this house's preferences
`PUT /api/toolkit/postures/prefs`	Star, default, add to Explore, and save her own variations

Route	What it does
`GET /api/share`	What this house has sent
`POST /api/share`	Mint a link a brand can open with no account
`POST /api/share/{id}/revoke`	Close a link now
`GET /api/share/{token}`	Open a send (no account, no session)
`GET /api/share/{token}/f/{i}`	The bytes of one frame in a send
`POST /api/share/{token}/finish`	Say you are done
`POST /api/share/{token}/mark`	Say keep or pass on one frame
`GET /api/toolkit/folders/{id}/coverage`	What is done in this collection, and what is still missing
`GET /api/toolkit/share-marks`	What came back, on these frames

Support

Route	What it does
`POST /api/support/escalations`	Record a support chat that needed a human
`POST /api/toolkit/support/screenshots`	Attach a screenshot to a support ticket
`GET /api/toolkit/support/screenshots/{id}`	Open a screenshot from a support ticket
`GET /api/toolkit/support/tickets`	The tickets this director has raised
`POST /api/toolkit/support/tickets`	Raise a support ticket, or reply on one
`GET /api/toolkit/support/tickets/{id}`	The messages on one ticket

Takes

Route	What it does
`GET /api/toolkit/standing-notes`	Every standing note this house holds, in force and retired
`POST /api/toolkit/standing-notes`	Promote a direction to a standing note — her tap, never inference
`PATCH /api/toolkit/standing-notes/{id}`	Retire a standing note, or narrow its scope

Webhooks

Route	What it does
`GET /api/toolkit/webhooks`	List the house's endpoints
`POST /api/toolkit/webhooks`	Register an endpoint FLAM should call
`DELETE /api/toolkit/webhooks/{id}`	Remove an endpoint