GET
/api/v1/account/status
/api/v1/account/status
Account status and remaining credits
API & integrations
Feedback Flows API
Connect marking, integrity checks and learner analytics to your LMS or MIS. One key covers the full REST surface; sandbox keys return mocks and never charge credits.
Base URL https://feedbackflows.org/api/v1 · Header X-API-Key
This is one long page on purpose — so you can copy the whole hub into an AI chat when you are vibe-coding and want all the API context in one go.
On this page
Capabilities
Access
Next steps
Getting started
Try it
Standalone testers
Account
GET /account/status
GET /me
GET /openapi.json
GET /stats/users
GET /test
Marking
POST /ai-tutor
POST /interactive-feedback
POST /smart-essay-marker
POST /students/{student_id}/worksheet
Integrity
POST /ai-detector
POST /full-reference-check
POST /reference-check
POST /style-comparison
Jobs
POST /ai-detector/jobs
GET /ai-detector/jobs/{job_id}
POST /ai-detector/jobs/{job_id}/cancel
POST /ai-tutor/jobs
GET /ai-tutor/jobs/{job_id}
POST /ai-tutor/jobs/{job_id}/cancel
POST /automarking/jobs
GET /automarking/jobs/{job_id}
POST /automarking/jobs/{job_id}/cancel
POST /batch-style/jobs
GET /batch-style/jobs/{job_id}
POST /batch-style/jobs/{job_id}/cancel
POST /exam-marker/jobs
POST /exam-marker/jobs/{job_id}/cancel
POST /interactive-feedback/jobs
GET /interactive-feedback/jobs/{job_id}
POST /interactive-feedback/jobs/{job_id}/cancel
GET /jobs
POST /jobs/estimate-cost
POST /learner-packs/jobs
GET /learner-packs/jobs/{job_id}
POST /learner-packs/jobs/{job_id}/cancel
POST /media-marker/jobs
GET /media-marker/jobs/{job_id}
POST /media-marker/jobs/{job_id}/cancel
POST /reference-check/jobs
GET /reference-check/jobs/{job_id}
POST /reference-check/jobs/{job_id}/cancel
POST /rubric-marking/jobs
GET /rubric-marking/jobs/{job_id}
POST /rubric-marking/jobs/{job_id}/cancel
POST /smart-essay/jobs
GET /smart-essay/jobs/{job_id}
POST /smart-essay/jobs/{job_id}/cancel
POST /worksheets/jobs
GET /worksheets/jobs/{job_id}
POST /worksheets/jobs/{job_id}/cancel
Exports
GET /automarking/jobs/{job_id}/export.csv
GET /automarking/results/{result_id}/export.pdf
GET /classes/{class_id}/export.csv
GET /learner-packs/jobs/{job_id}/export.pdf
GET /media-marker/jobs/{job_id}/export.pdf
GET /reference-check/jobs/{job_id}/export.pdf
GET /rubric-marking/jobs/{job_id}/export.csv
GET /rubric-marking/results/{result_id}/export.pdf
GET /smart-essay/jobs/{job_id}/export.pdf
GET /worksheets/jobs/{job_id}/export.pdf
Data
GET /classes
POST /classes
PATCH /classes/{class_id}
GET /classes/{class_id}/assignments
GET /classes/{class_id}/assignments/{assignment_id}/results
GET /classes/{class_id}/results
PATCH /classes/{class_id}/students
GET /question-templates
GET /rubrics
POST /rubrics
GET /rubrics/{rubric_id}
GET /students
POST /students
PATCH /students/{student_id}
GET /students/{student_id}/ai-history
GET /students/{student_id}/submissions
POST /students/bulk
POST /students:bulk
Analytics
POST /classes/{class_id}/assignments/{assignment_id}/analyze
POST /students/{student_id}/progress-report
GET /usage
Webhooks
POST /webhooks/test
Webhooks
Errors
What you can do
The same API powers marking in the product, integrity tools, roster sync and result export. Pick a capability, then jump to the reference or a live tester.
Marking
Queue rubric marking, automarking, smart essays, exam scripts, media and interactive feedback — then pull results back when the job finishes.
/rubric-marking/jobs · /automarking/jobs · /smart-essay/jobs
Integrity
Run AI writing detection, style comparison and reference checks so integrity sits alongside marking in your own workflows.
/ai-detector/jobs · /style-comparison · /reference-check/jobs
Analytics
Read learner progress and class assignment analysis for dashboards, MIS reports or tutor follow-up.
/students/…/progress-report · /classes/…/assignments/…/analyze
Integrations
Sync a roster from your LMS, push assignment outcomes out, and keep Feedback Flows aligned with your MIS.
/students · /classes/…/students · /classes/…/results
Data
List and read students, classes, rubrics and submissions that your key is allowed to see.
/students · /classes · /rubrics
Jobs & webhooks
Estimate cost, submit async work, poll status, or receive a signed callback_url when a job completes.
/jobs/estimate-cost · /webhooks/test
How API access works
Access is keyed and scoped. Sandbox keys are safe for exploration; live keys spend credits on the same jobs you run in the product.
Personal accounts
API access is turned on per account. Once approved, create keys under Settings → Integrations. Team members ask their owner to request access or create keys.
Sign in to manage keys Request API accessEnterprise organisations
Organisation keys live in the Enterprise portal under Integrations. Owners and managers with the API capability create sandbox or live keys for shared credit pools.
For organisations Talk to us- Sandbox keys return mocks and never charge credits — use them while you explore.
- Scopes default to
marking,integrityandanalytics. Addmediaoradminwhen you need them. - Rate limits — sync calls 60/minute; job submissions 10/hour. Live jobs spend your credit balance.
- Send
X-API-Keyon every request. Async POSTs accept anIdempotency-Keyheader.
Next steps
When you are ready to integrate, follow this path.
Getting started
1
Create a key in Settings → API keys. Use a sandbox key while you explore.2
Call GET /me to confirm scopes and remaining rate limits.3
Estimate cost with POST /jobs/estimate-cost before you queue work.4
Submit a job, then poll its status URL or supply a callback_url.Send X-API-Key on every request. Default scopes are marking, integrity and analytics. Add media or admin when you need them. Sync calls are 60/minute; job submissions are 10/hour. Async POSTs accept an Idempotency-Key header.
cURL
curl https://feedbackflows.org/api/v1/me \ -H "X-API-Key: $FEEDBACKFLOWS_API_KEY"
Python
import os, requests
r = requests.get(
"https://feedbackflows.org/api/v1/me",
headers={"X-API-Key": os.environ["FEEDBACKFLOWS_API_KEY"]},
)
print(r.json())
Try it
Runs against this origin. Use a sandbox key so nothing is billed. The dropdown is built from the live OpenAPI spec.
Request console
No proxy · same-origin fetch
GET
Idle
Headers
Response
cURL
Standalone testers
Quick testers (including the older “v2” URLs) still call /api/v1. Dedicated pages are useful for file uploads and polling.
Show tester pages
Marking
Endpoint reference
Generated from the live routing table. Search filters this list.
No endpoints match that search.
Account
GET
/api/v1/me
/api/v1/me
Current API key, scopes and remaining rate limits
GET
/api/v1/openapi.json
/api/v1/openapi.json
This document (no API key required)
GET
/api/v1/stats/users
/api/v1/stats/users
Total user count (requires an admin-owned key)
GET
/api/v1/test
/api/v1/test
Validate API key
Marking
POST
/api/v1/ai-tutor
/api/v1/ai-tutor
Formative tutor feedback on a draft
scope: marking
charges credits
Requires the `marking` scope.
| Body field | Type | Required |
|---|---|---|
student_draft |
string | yes |
mode |
string | no |
marking_rubric |
string | no |
persona |
string | no |
curl -X POST https://feedbackflows.org/api/v1/ai-tutor \
-H "X-API-Key: $FEEDBACKFLOWS_API_KEY" \
-H "Content-Type: application/json" \
-d '{
"student_draft": "example",
"mode": "general",
"marking_rubric": "example",
"persona": "example"
}'
import os, requests
requests.post(
"https://feedbackflows.org/api/v1/ai-tutor",
headers={"X-API-Key": os.environ["FEEDBACKFLOWS_API_KEY"]},
json={
"student_draft": "example",
"mode": "general",
"marking_rubric": "example",
"persona": "example"
},
)
await fetch("https://feedbackflows.org/api/v1/ai-tutor", {
method: "POST",
headers: {
"X-API-Key": process.env.FEEDBACKFLOWS_API_KEY,
"Content-Type": "application/json",
},
body: JSON.stringify({
"student_draft": "example",
"mode": "general",
"marking_rubric": "example",
"persona": "example"
}),
});
POST
/api/v1/interactive-feedback
/api/v1/interactive-feedback
Inline feedback against a list of criteria
scope: marking
charges credits
Requires the `marking` scope.
| Body field | Type | Required |
|---|---|---|
student_text |
string | yes |
marking_criteria |
array | yes |
curl -X POST https://feedbackflows.org/api/v1/interactive-feedback \
-H "X-API-Key: $FEEDBACKFLOWS_API_KEY" \
-H "Content-Type: application/json" \
-d '{
"student_text": "example",
"marking_criteria": [
"Clarity"
]
}'
import os, requests
requests.post(
"https://feedbackflows.org/api/v1/interactive-feedback",
headers={"X-API-Key": os.environ["FEEDBACKFLOWS_API_KEY"]},
json={
"student_text": "example",
"marking_criteria": [
"Clarity"
]
},
)
await fetch("https://feedbackflows.org/api/v1/interactive-feedback", {
method: "POST",
headers: {
"X-API-Key": process.env.FEEDBACKFLOWS_API_KEY,
"Content-Type": "application/json",
},
body: JSON.stringify({
"student_text": "example",
"marking_criteria": [
"Clarity"
]
}),
});
POST
/api/v1/smart-essay-marker
/api/v1/smart-essay-marker
Mark one essay against criteria (synchronous) (deprecated)
scope: marking
charges credits
Requires the `marking` scope.
| Body field | Type | Required |
|---|---|---|
essay_text |
string | yes |
marking_criteria |
array | yes |
curl -X POST https://feedbackflows.org/api/v1/smart-essay-marker \
-H "X-API-Key: $FEEDBACKFLOWS_API_KEY" \
-H "Content-Type: application/json" \
-d '{
"essay_text": "example",
"marking_criteria": [
"Clarity"
]
}'
import os, requests
requests.post(
"https://feedbackflows.org/api/v1/smart-essay-marker",
headers={"X-API-Key": os.environ["FEEDBACKFLOWS_API_KEY"]},
json={
"essay_text": "example",
"marking_criteria": [
"Clarity"
]
},
)
await fetch("https://feedbackflows.org/api/v1/smart-essay-marker", {
method: "POST",
headers: {
"X-API-Key": process.env.FEEDBACKFLOWS_API_KEY,
"Content-Type": "application/json",
},
body: JSON.stringify({
"essay_text": "example",
"marking_criteria": [
"Clarity"
]
}),
});
POST
/api/v1/students/{student_id}/worksheet
/api/v1/students/{student_id}/worksheet
Generate a targeted practice worksheet
scope: marking
charges credits
Requires the `marking` scope.
| Body field | Type | Required |
|---|---|---|
weaknesses_list |
array | no |
format |
string | no |
level |
string | no |
num_questions |
integer | no |
curl -X POST https://feedbackflows.org/api/v1/students/{student_id}/worksheet \
-H "X-API-Key: $FEEDBACKFLOWS_API_KEY" \
-H "Content-Type: application/json" \
-d '{
"weaknesses_list": [
"Clarity"
],
"format": "example",
"level": "example",
"num_questions": 1
}'
import os, requests
requests.post(
"https://feedbackflows.org/api/v1/students/{student_id}/worksheet",
headers={"X-API-Key": os.environ["FEEDBACKFLOWS_API_KEY"]},
json={
"weaknesses_list": [
"Clarity"
],
"format": "example",
"level": "example",
"num_questions": 1
},
)
await fetch("https://feedbackflows.org/api/v1/students/{student_id}/worksheet", {
method: "POST",
headers: {
"X-API-Key": process.env.FEEDBACKFLOWS_API_KEY,
"Content-Type": "application/json",
},
body: JSON.stringify({
"weaknesses_list": [
"Clarity"
],
"format": "example",
"level": "example",
"num_questions": 1
}),
});
Integrity
POST
/api/v1/ai-detector
/api/v1/ai-detector
Hybrid AI detector (synchronous, detailed response) (deprecated)
scope: integrity
charges credits
Requires the `integrity` scope.
| Body field | Type | Required |
|---|---|---|
document_text |
string | yes |
academic_mode |
boolean | no |
curl -X POST https://feedbackflows.org/api/v1/ai-detector \
-H "X-API-Key: $FEEDBACKFLOWS_API_KEY" \
-H "Content-Type: application/json" \
-d '{
"document_text": "example",
"academic_mode": false
}'
import os, requests
requests.post(
"https://feedbackflows.org/api/v1/ai-detector",
headers={"X-API-Key": os.environ["FEEDBACKFLOWS_API_KEY"]},
json={
"document_text": "example",
"academic_mode": false
},
)
await fetch("https://feedbackflows.org/api/v1/ai-detector", {
method: "POST",
headers: {
"X-API-Key": process.env.FEEDBACKFLOWS_API_KEY,
"Content-Type": "application/json",
},
body: JSON.stringify({
"document_text": "example",
"academic_mode": false
}),
});
POST
/api/v1/full-reference-check
/api/v1/full-reference-check
Bibliography and citation checker
scope: integrity
charges credits
Requires the `integrity` scope.
| Body field | Type | Required |
|---|---|---|
document_text |
string | yes |
style |
string | no |
enable_semantic_check |
boolean | no |
curl -X POST https://feedbackflows.org/api/v1/full-reference-check \
-H "X-API-Key: $FEEDBACKFLOWS_API_KEY" \
-H "Content-Type: application/json" \
-d '{
"document_text": "example",
"style": "APA",
"enable_semantic_check": false
}'
import os, requests
requests.post(
"https://feedbackflows.org/api/v1/full-reference-check",
headers={"X-API-Key": os.environ["FEEDBACKFLOWS_API_KEY"]},
json={
"document_text": "example",
"style": "APA",
"enable_semantic_check": false
},
)
await fetch("https://feedbackflows.org/api/v1/full-reference-check", {
method: "POST",
headers: {
"X-API-Key": process.env.FEEDBACKFLOWS_API_KEY,
"Content-Type": "application/json",
},
body: JSON.stringify({
"document_text": "example",
"style": "APA",
"enable_semantic_check": false
}),
});
POST
/api/v1/reference-check
/api/v1/reference-check
Legacy AI detector (simplified response) (deprecated)
scope: integrity
charges credits
Requires the `integrity` scope.
| Body field | Type | Required |
|---|---|---|
document_text |
string | yes |
curl -X POST https://feedbackflows.org/api/v1/reference-check \
-H "X-API-Key: $FEEDBACKFLOWS_API_KEY" \
-H "Content-Type: application/json" \
-d '{
"document_text": "example"
}'
import os, requests
requests.post(
"https://feedbackflows.org/api/v1/reference-check",
headers={"X-API-Key": os.environ["FEEDBACKFLOWS_API_KEY"]},
json={
"document_text": "example"
},
)
await fetch("https://feedbackflows.org/api/v1/reference-check", {
method: "POST",
headers: {
"X-API-Key": process.env.FEEDBACKFLOWS_API_KEY,
"Content-Type": "application/json",
},
body: JSON.stringify({
"document_text": "example"
}),
});
POST
/api/v1/style-comparison
/api/v1/style-comparison
Compare one submission against a student's writing samples
scope: integrity
charges credits
Requires the `integrity` scope.
| Body field | Type | Required |
|---|---|---|
student_id |
integer | yes |
submission_text |
string | yes |
curl -X POST https://feedbackflows.org/api/v1/style-comparison \
-H "X-API-Key: $FEEDBACKFLOWS_API_KEY" \
-H "Content-Type: application/json" \
-d '{
"student_id": 1,
"submission_text": "example"
}'
import os, requests
requests.post(
"https://feedbackflows.org/api/v1/style-comparison",
headers={"X-API-Key": os.environ["FEEDBACKFLOWS_API_KEY"]},
json={
"student_id": 1,
"submission_text": "example"
},
)
await fetch("https://feedbackflows.org/api/v1/style-comparison", {
method: "POST",
headers: {
"X-API-Key": process.env.FEEDBACKFLOWS_API_KEY,
"Content-Type": "application/json",
},
body: JSON.stringify({
"student_id": 1,
"submission_text": "example"
}),
});
Jobs
POST
/api/v1/ai-detector/jobs
/api/v1/ai-detector/jobs
Queue AI detection (preferred over the synchronous endpoint)
scope: integrity
scope: marking
charges credits
async job
Requires one of the following scopes: `integrity` or `marking`.
| Body field | Type | Required |
|---|---|---|
document_text |
string | yes |
academic_mode |
boolean | no |
callback_url |
string | no |
curl -X POST https://feedbackflows.org/api/v1/ai-detector/jobs \
-H "X-API-Key: $FEEDBACKFLOWS_API_KEY" \
-H "Content-Type: application/json" \
-d '{
"document_text": "example",
"academic_mode": false,
"callback_url": "https://example.com/webhooks/feedbackflows"
}'
import os, requests
requests.post(
"https://feedbackflows.org/api/v1/ai-detector/jobs",
headers={"X-API-Key": os.environ["FEEDBACKFLOWS_API_KEY"]},
json={
"document_text": "example",
"academic_mode": false,
"callback_url": "https://example.com/webhooks/feedbackflows"
},
)
await fetch("https://feedbackflows.org/api/v1/ai-detector/jobs", {
method: "POST",
headers: {
"X-API-Key": process.env.FEEDBACKFLOWS_API_KEY,
"Content-Type": "application/json",
},
body: JSON.stringify({
"document_text": "example",
"academic_mode": false,
"callback_url": "https://example.com/webhooks/feedbackflows"
}),
});
GET
/api/v1/ai-detector/jobs/{job_id}
/api/v1/ai-detector/jobs/{job_id}
AI detection job status and results
scope: integrity
scope: marking
Requires one of the following scopes: `integrity` or `marking`.
POST
/api/v1/ai-detector/jobs/{job_id}/cancel
/api/v1/ai-detector/jobs/{job_id}/cancel
Cancel an AI detector job and refund unused credits
scope: integrity
scope: marking
Requires one of the following scopes: `integrity` or `marking`.
POST
/api/v1/ai-tutor/jobs
/api/v1/ai-tutor/jobs
Queue AI tutor feedback
scope: marking
charges credits
async job
Requires the `marking` scope.
| Body field | Type | Required |
|---|---|---|
student_draft |
string | yes |
mode |
string | no |
marking_rubric |
string | no |
persona |
string | no |
callback_url |
string | no |
curl -X POST https://feedbackflows.org/api/v1/ai-tutor/jobs \
-H "X-API-Key: $FEEDBACKFLOWS_API_KEY" \
-H "Content-Type: application/json" \
-d '{
"student_draft": "example",
"mode": "example",
"marking_rubric": "example",
"persona": "example"
}'
import os, requests
requests.post(
"https://feedbackflows.org/api/v1/ai-tutor/jobs",
headers={"X-API-Key": os.environ["FEEDBACKFLOWS_API_KEY"]},
json={
"student_draft": "example",
"mode": "example",
"marking_rubric": "example",
"persona": "example"
},
)
await fetch("https://feedbackflows.org/api/v1/ai-tutor/jobs", {
method: "POST",
headers: {
"X-API-Key": process.env.FEEDBACKFLOWS_API_KEY,
"Content-Type": "application/json",
},
body: JSON.stringify({
"student_draft": "example",
"mode": "example",
"marking_rubric": "example",
"persona": "example"
}),
});
GET
/api/v1/ai-tutor/jobs/{job_id}
/api/v1/ai-tutor/jobs/{job_id}
AI tutor job status and result
scope: marking
Requires the `marking` scope.
POST
/api/v1/ai-tutor/jobs/{job_id}/cancel
/api/v1/ai-tutor/jobs/{job_id}/cancel
Cancel an AI tutor job and refund unused credits
scope: marking
Requires the `marking` scope.
POST
/api/v1/automarking/jobs
/api/v1/automarking/jobs
Queue question-by-question automarking
scope: marking
charges credits
async job
Requires the `marking` scope.
| Body field | Type | Required |
|---|---|---|
zip_base64 |
string | yes |
question_template_id |
integer | no |
questions |
array | no |
mark_mode |
string | no |
filename |
string | no |
callback_url |
string | no |
credit_check_only |
boolean | no |
curl -X POST https://feedbackflows.org/api/v1/automarking/jobs \
-H "X-API-Key: $FEEDBACKFLOWS_API_KEY" \
-H "Content-Type: application/json" \
-d '{
"zip_base64": "UEsDBBQAAAAA",
"question_template_id": 1,
"questions": [],
"mark_mode": "example"
}'
import os, requests
requests.post(
"https://feedbackflows.org/api/v1/automarking/jobs",
headers={"X-API-Key": os.environ["FEEDBACKFLOWS_API_KEY"]},
json={
"zip_base64": "UEsDBBQAAAAA",
"question_template_id": 1,
"questions": [],
"mark_mode": "example"
},
)
await fetch("https://feedbackflows.org/api/v1/automarking/jobs", {
method: "POST",
headers: {
"X-API-Key": process.env.FEEDBACKFLOWS_API_KEY,
"Content-Type": "application/json",
},
body: JSON.stringify({
"zip_base64": "UEsDBBQAAAAA",
"question_template_id": 1,
"questions": [],
"mark_mode": "example"
}),
});
GET
/api/v1/automarking/jobs/{job_id}
/api/v1/automarking/jobs/{job_id}
Automarking job status, progress and results
scope: marking
Requires the `marking` scope.
POST
/api/v1/automarking/jobs/{job_id}/cancel
/api/v1/automarking/jobs/{job_id}/cancel
Cancel an automarking or exam-marker job and refund unused credits
scope: marking
Requires the `marking` scope.
POST
/api/v1/batch-style/jobs
/api/v1/batch-style/jobs
Queue a batch style comparison
scope: integrity
charges credits
async job
Requires the `integrity` scope.
| Body field | Type | Required |
|---|---|---|
zip_base64 |
string | yes |
filename |
string | no |
callback_url |
string | no |
credit_check_only |
boolean | no |
curl -X POST https://feedbackflows.org/api/v1/batch-style/jobs \
-H "X-API-Key: $FEEDBACKFLOWS_API_KEY" \
-H "Content-Type: application/json" \
-d '{
"zip_base64": "UEsDBBQAAAAA",
"filename": "example",
"callback_url": "https://example.com/webhooks/feedbackflows",
"credit_check_only": false
}'
import os, requests
requests.post(
"https://feedbackflows.org/api/v1/batch-style/jobs",
headers={"X-API-Key": os.environ["FEEDBACKFLOWS_API_KEY"]},
json={
"zip_base64": "UEsDBBQAAAAA",
"filename": "example",
"callback_url": "https://example.com/webhooks/feedbackflows",
"credit_check_only": false
},
)
await fetch("https://feedbackflows.org/api/v1/batch-style/jobs", {
method: "POST",
headers: {
"X-API-Key": process.env.FEEDBACKFLOWS_API_KEY,
"Content-Type": "application/json",
},
body: JSON.stringify({
"zip_base64": "UEsDBBQAAAAA",
"filename": "example",
"callback_url": "https://example.com/webhooks/feedbackflows",
"credit_check_only": false
}),
});
GET
/api/v1/batch-style/jobs/{job_id}
/api/v1/batch-style/jobs/{job_id}
Batch style job status and comparisons
scope: integrity
Requires the `integrity` scope.
POST
/api/v1/batch-style/jobs/{job_id}/cancel
/api/v1/batch-style/jobs/{job_id}/cancel
Cancel a batch style job
scope: integrity
Requires the `integrity` scope.
POST
/api/v1/exam-marker/jobs
/api/v1/exam-marker/jobs
Queue exam script marking for one student
scope: marking
charges credits
async job
Requires the `marking` scope.
| Body field | Type | Required |
|---|---|---|
student_id |
integer | yes |
zip_base64 |
string | yes |
filename |
string | no |
callback_url |
string | no |
curl -X POST https://feedbackflows.org/api/v1/exam-marker/jobs \
-H "X-API-Key: $FEEDBACKFLOWS_API_KEY" \
-H "Content-Type: application/json" \
-d '{
"student_id": 1,
"zip_base64": "UEsDBBQAAAAA",
"filename": "example",
"callback_url": "https://example.com/webhooks/feedbackflows"
}'
import os, requests
requests.post(
"https://feedbackflows.org/api/v1/exam-marker/jobs",
headers={"X-API-Key": os.environ["FEEDBACKFLOWS_API_KEY"]},
json={
"student_id": 1,
"zip_base64": "UEsDBBQAAAAA",
"filename": "example",
"callback_url": "https://example.com/webhooks/feedbackflows"
},
)
await fetch("https://feedbackflows.org/api/v1/exam-marker/jobs", {
method: "POST",
headers: {
"X-API-Key": process.env.FEEDBACKFLOWS_API_KEY,
"Content-Type": "application/json",
},
body: JSON.stringify({
"student_id": 1,
"zip_base64": "UEsDBBQAAAAA",
"filename": "example",
"callback_url": "https://example.com/webhooks/feedbackflows"
}),
});
POST
/api/v1/exam-marker/jobs/{job_id}/cancel
/api/v1/exam-marker/jobs/{job_id}/cancel
Cancel an automarking or exam-marker job and refund unused credits
scope: marking
Requires the `marking` scope.
POST
/api/v1/interactive-feedback/jobs
/api/v1/interactive-feedback/jobs
Queue interactive feedback
scope: marking
charges credits
async job
Requires the `marking` scope.
| Body field | Type | Required |
|---|---|---|
student_text |
string | yes |
marking_criteria |
array | yes |
callback_url |
string | no |
curl -X POST https://feedbackflows.org/api/v1/interactive-feedback/jobs \
-H "X-API-Key: $FEEDBACKFLOWS_API_KEY" \
-H "Content-Type: application/json" \
-d '{
"student_text": "example",
"marking_criteria": [
"Clarity"
],
"callback_url": "https://example.com/webhooks/feedbackflows"
}'
import os, requests
requests.post(
"https://feedbackflows.org/api/v1/interactive-feedback/jobs",
headers={"X-API-Key": os.environ["FEEDBACKFLOWS_API_KEY"]},
json={
"student_text": "example",
"marking_criteria": [
"Clarity"
],
"callback_url": "https://example.com/webhooks/feedbackflows"
},
)
await fetch("https://feedbackflows.org/api/v1/interactive-feedback/jobs", {
method: "POST",
headers: {
"X-API-Key": process.env.FEEDBACKFLOWS_API_KEY,
"Content-Type": "application/json",
},
body: JSON.stringify({
"student_text": "example",
"marking_criteria": [
"Clarity"
],
"callback_url": "https://example.com/webhooks/feedbackflows"
}),
});
GET
/api/v1/interactive-feedback/jobs/{job_id}
/api/v1/interactive-feedback/jobs/{job_id}
Interactive-feedback job status and result
scope: marking
Requires the `marking` scope.
POST
/api/v1/interactive-feedback/jobs/{job_id}/cancel
/api/v1/interactive-feedback/jobs/{job_id}/cancel
Cancel an interactive-feedback job and refund unused credits
scope: marking
Requires the `marking` scope.
GET
/api/v1/jobs
/api/v1/jobs
List recent jobs for this account, filtered by the key's scopes
POST
/api/v1/jobs/estimate-cost
/api/v1/jobs/estimate-cost
Estimate the credit cost of an async job
| Body field | Type | Required |
|---|---|---|
job_type |
string | yes |
file_count |
integer | no |
student_count |
integer | no |
curl -X POST https://feedbackflows.org/api/v1/jobs/estimate-cost \
-H "X-API-Key: $FEEDBACKFLOWS_API_KEY" \
-H "Content-Type: application/json" \
-d '{
"job_type": "example",
"file_count": 1,
"student_count": 1
}'
import os, requests
requests.post(
"https://feedbackflows.org/api/v1/jobs/estimate-cost",
headers={"X-API-Key": os.environ["FEEDBACKFLOWS_API_KEY"]},
json={
"job_type": "example",
"file_count": 1,
"student_count": 1
},
)
await fetch("https://feedbackflows.org/api/v1/jobs/estimate-cost", {
method: "POST",
headers: {
"X-API-Key": process.env.FEEDBACKFLOWS_API_KEY,
"Content-Type": "application/json",
},
body: JSON.stringify({
"job_type": "example",
"file_count": 1,
"student_count": 1
}),
});
POST
/api/v1/learner-packs/jobs
/api/v1/learner-packs/jobs
Queue a learner pack build
scope: marking
charges credits
async job
Requires the `marking` scope.
| Body field | Type | Required |
|---|---|---|
student_id |
integer | yes |
template_id |
integer | no |
selected_result_refs |
array | no |
generation_options |
object | no |
callback_url |
string | no |
curl -X POST https://feedbackflows.org/api/v1/learner-packs/jobs \
-H "X-API-Key: $FEEDBACKFLOWS_API_KEY" \
-H "Content-Type: application/json" \
-d '{
"student_id": 1,
"template_id": 1,
"selected_result_refs": [],
"generation_options": "example"
}'
import os, requests
requests.post(
"https://feedbackflows.org/api/v1/learner-packs/jobs",
headers={"X-API-Key": os.environ["FEEDBACKFLOWS_API_KEY"]},
json={
"student_id": 1,
"template_id": 1,
"selected_result_refs": [],
"generation_options": "example"
},
)
await fetch("https://feedbackflows.org/api/v1/learner-packs/jobs", {
method: "POST",
headers: {
"X-API-Key": process.env.FEEDBACKFLOWS_API_KEY,
"Content-Type": "application/json",
},
body: JSON.stringify({
"student_id": 1,
"template_id": 1,
"selected_result_refs": [],
"generation_options": "example"
}),
});
GET
/api/v1/learner-packs/jobs/{job_id}
/api/v1/learner-packs/jobs/{job_id}
Learner pack job status and rendered document
scope: marking
Requires the `marking` scope.
POST
/api/v1/learner-packs/jobs/{job_id}/cancel
/api/v1/learner-packs/jobs/{job_id}/cancel
Cancel a learner-pack job and refund unused credits
scope: marking
Requires the `marking` scope.
POST
/api/v1/media-marker/jobs
/api/v1/media-marker/jobs
Queue video or audio marking
scope: media
charges credits
async job
Requires the `media` scope.
| Body field | Type | Required |
|---|---|---|
criteria |
string | yes |
media_base64 |
string | yes |
filename |
string | no |
education_level |
string | no |
persona |
string | no |
presentation_type |
string | no |
callback_url |
string | no |
curl -X POST https://feedbackflows.org/api/v1/media-marker/jobs \
-H "X-API-Key: $FEEDBACKFLOWS_API_KEY" \
-H "Content-Type: application/json" \
-d '{
"criteria": "example",
"media_base64": "UEsDBBQAAAAA",
"filename": "example",
"education_level": "example"
}'
import os, requests
requests.post(
"https://feedbackflows.org/api/v1/media-marker/jobs",
headers={"X-API-Key": os.environ["FEEDBACKFLOWS_API_KEY"]},
json={
"criteria": "example",
"media_base64": "UEsDBBQAAAAA",
"filename": "example",
"education_level": "example"
},
)
await fetch("https://feedbackflows.org/api/v1/media-marker/jobs", {
method: "POST",
headers: {
"X-API-Key": process.env.FEEDBACKFLOWS_API_KEY,
"Content-Type": "application/json",
},
body: JSON.stringify({
"criteria": "example",
"media_base64": "UEsDBBQAAAAA",
"filename": "example",
"education_level": "example"
}),
});
GET
/api/v1/media-marker/jobs/{job_id}
/api/v1/media-marker/jobs/{job_id}
Media marking job status and feedback
scope: media
Requires the `media` scope.
POST
/api/v1/media-marker/jobs/{job_id}/cancel
/api/v1/media-marker/jobs/{job_id}/cancel
Cancel a media-marker job and refund unused credits
scope: media
Requires the `media` scope.
POST
/api/v1/reference-check/jobs
/api/v1/reference-check/jobs
Queue the full reference-check web pipeline
scope: integrity
charges credits
async job
Requires the `integrity` scope.
| Body field | Type | Required |
|---|---|---|
document_text |
string | yes |
style |
string | no |
enable_semantic_check |
boolean | no |
match_refs |
boolean | no |
callback_url |
string | no |
curl -X POST https://feedbackflows.org/api/v1/reference-check/jobs \
-H "X-API-Key: $FEEDBACKFLOWS_API_KEY" \
-H "Content-Type: application/json" \
-d '{
"document_text": "example",
"style": "example",
"enable_semantic_check": false,
"match_refs": false
}'
import os, requests
requests.post(
"https://feedbackflows.org/api/v1/reference-check/jobs",
headers={"X-API-Key": os.environ["FEEDBACKFLOWS_API_KEY"]},
json={
"document_text": "example",
"style": "example",
"enable_semantic_check": false,
"match_refs": false
},
)
await fetch("https://feedbackflows.org/api/v1/reference-check/jobs", {
method: "POST",
headers: {
"X-API-Key": process.env.FEEDBACKFLOWS_API_KEY,
"Content-Type": "application/json",
},
body: JSON.stringify({
"document_text": "example",
"style": "example",
"enable_semantic_check": false,
"match_refs": false
}),
});
GET
/api/v1/reference-check/jobs/{job_id}
/api/v1/reference-check/jobs/{job_id}
Reference-check job status and report
scope: integrity
Requires the `integrity` scope.
POST
/api/v1/reference-check/jobs/{job_id}/cancel
/api/v1/reference-check/jobs/{job_id}/cancel
Cancel a reference-check job and refund unused credits
scope: integrity
Requires the `integrity` scope.
POST
/api/v1/rubric-marking/jobs
/api/v1/rubric-marking/jobs
Queue rubric marking for a class ZIP
scope: marking
charges credits
async job
Requires the `marking` scope.
| Body field | Type | Required |
|---|---|---|
rubric_id |
integer | yes |
zip_base64 |
string | yes |
filename |
string | no |
marking_style |
string | no |
grading_system |
string | no |
callback_url |
string | no |
credit_check_only |
boolean | no |
curl -X POST https://feedbackflows.org/api/v1/rubric-marking/jobs \
-H "X-API-Key: $FEEDBACKFLOWS_API_KEY" \
-H "Content-Type: application/json" \
-d '{
"rubric_id": 1,
"zip_base64": "UEsDBBQAAAAA",
"filename": "example",
"marking_style": "example"
}'
import os, requests
requests.post(
"https://feedbackflows.org/api/v1/rubric-marking/jobs",
headers={"X-API-Key": os.environ["FEEDBACKFLOWS_API_KEY"]},
json={
"rubric_id": 1,
"zip_base64": "UEsDBBQAAAAA",
"filename": "example",
"marking_style": "example"
},
)
await fetch("https://feedbackflows.org/api/v1/rubric-marking/jobs", {
method: "POST",
headers: {
"X-API-Key": process.env.FEEDBACKFLOWS_API_KEY,
"Content-Type": "application/json",
},
body: JSON.stringify({
"rubric_id": 1,
"zip_base64": "UEsDBBQAAAAA",
"filename": "example",
"marking_style": "example"
}),
});
GET
/api/v1/rubric-marking/jobs/{job_id}
/api/v1/rubric-marking/jobs/{job_id}
Rubric marking job status and results
scope: marking
Requires the `marking` scope.
POST
/api/v1/rubric-marking/jobs/{job_id}/cancel
/api/v1/rubric-marking/jobs/{job_id}/cancel
Cancel a rubric marking job and refund unused credits
scope: marking
Requires the `marking` scope.
POST
/api/v1/smart-essay/jobs
/api/v1/smart-essay/jobs
Queue essay marking (preferred over the synchronous endpoint)
scope: marking
charges credits
async job
Requires the `marking` scope.
| Body field | Type | Required |
|---|---|---|
essay_text |
string | yes |
marking_criteria |
string | yes |
education_level |
string | no |
persona |
string | no |
callback_url |
string | no |
curl -X POST https://feedbackflows.org/api/v1/smart-essay/jobs \
-H "X-API-Key: $FEEDBACKFLOWS_API_KEY" \
-H "Content-Type: application/json" \
-d '{
"essay_text": "example",
"marking_criteria": "example",
"education_level": "example",
"persona": "example"
}'
import os, requests
requests.post(
"https://feedbackflows.org/api/v1/smart-essay/jobs",
headers={"X-API-Key": os.environ["FEEDBACKFLOWS_API_KEY"]},
json={
"essay_text": "example",
"marking_criteria": "example",
"education_level": "example",
"persona": "example"
},
)
await fetch("https://feedbackflows.org/api/v1/smart-essay/jobs", {
method: "POST",
headers: {
"X-API-Key": process.env.FEEDBACKFLOWS_API_KEY,
"Content-Type": "application/json",
},
body: JSON.stringify({
"essay_text": "example",
"marking_criteria": "example",
"education_level": "example",
"persona": "example"
}),
});
GET
/api/v1/smart-essay/jobs/{job_id}
/api/v1/smart-essay/jobs/{job_id}
Essay marking job status and feedback
scope: marking
Requires the `marking` scope.
POST
/api/v1/smart-essay/jobs/{job_id}/cancel
/api/v1/smart-essay/jobs/{job_id}/cancel
Cancel a smart-essay job and refund unused credits
scope: marking
Requires the `marking` scope.
POST
/api/v1/worksheets/jobs
/api/v1/worksheets/jobs
Queue worksheet generation
scope: marking
charges credits
async job
Requires the `marking` scope.
| Body field | Type | Required |
|---|---|---|
student_id |
integer | yes |
weaknesses_list |
array | no |
format |
string | no |
level |
string | no |
num_questions |
integer | no |
callback_url |
string | no |
curl -X POST https://feedbackflows.org/api/v1/worksheets/jobs \
-H "X-API-Key: $FEEDBACKFLOWS_API_KEY" \
-H "Content-Type: application/json" \
-d '{
"student_id": 1,
"weaknesses_list": [
"Clarity"
],
"format": "example",
"level": "example"
}'
import os, requests
requests.post(
"https://feedbackflows.org/api/v1/worksheets/jobs",
headers={"X-API-Key": os.environ["FEEDBACKFLOWS_API_KEY"]},
json={
"student_id": 1,
"weaknesses_list": [
"Clarity"
],
"format": "example",
"level": "example"
},
)
await fetch("https://feedbackflows.org/api/v1/worksheets/jobs", {
method: "POST",
headers: {
"X-API-Key": process.env.FEEDBACKFLOWS_API_KEY,
"Content-Type": "application/json",
},
body: JSON.stringify({
"student_id": 1,
"weaknesses_list": [
"Clarity"
],
"format": "example",
"level": "example"
}),
});
GET
/api/v1/worksheets/jobs/{job_id}
/api/v1/worksheets/jobs/{job_id}
Worksheet job status and result
scope: marking
Requires the `marking` scope.
POST
/api/v1/worksheets/jobs/{job_id}/cancel
/api/v1/worksheets/jobs/{job_id}/cancel
Cancel a worksheet job and refund unused credits
scope: marking
Requires the `marking` scope.
Exports
GET
/api/v1/automarking/jobs/{job_id}/export.csv
/api/v1/automarking/jobs/{job_id}/export.csv
Export automarking results as CSV
scope: marking
Requires the `marking` scope.
GET
/api/v1/automarking/results/{result_id}/export.pdf
/api/v1/automarking/results/{result_id}/export.pdf
Export one automarking result as PDF
scope: marking
Requires the `marking` scope.
GET
/api/v1/classes/{class_id}/export.csv
/api/v1/classes/{class_id}/export.csv
Export a class roster as CSV
scope: analytics
Requires the `analytics` scope.
GET
/api/v1/learner-packs/jobs/{job_id}/export.pdf
/api/v1/learner-packs/jobs/{job_id}/export.pdf
Export a learner pack as PDF
scope: marking
Requires the `marking` scope.
GET
/api/v1/media-marker/jobs/{job_id}/export.pdf
/api/v1/media-marker/jobs/{job_id}/export.pdf
Export a media-marker report
scope: media
Requires the `media` scope.
GET
/api/v1/reference-check/jobs/{job_id}/export.pdf
/api/v1/reference-check/jobs/{job_id}/export.pdf
Export a reference-check report as PDF
scope: integrity
Requires the `integrity` scope.
GET
/api/v1/rubric-marking/jobs/{job_id}/export.csv
/api/v1/rubric-marking/jobs/{job_id}/export.csv
Export rubric batch results as CSV
scope: marking
Requires the `marking` scope.
GET
/api/v1/rubric-marking/results/{result_id}/export.pdf
/api/v1/rubric-marking/results/{result_id}/export.pdf
Export one rubric result as PDF
scope: marking
Requires the `marking` scope.
GET
/api/v1/smart-essay/jobs/{job_id}/export.pdf
/api/v1/smart-essay/jobs/{job_id}/export.pdf
Export a smart-essay report as PDF
scope: marking
Requires the `marking` scope.
GET
/api/v1/worksheets/jobs/{job_id}/export.pdf
/api/v1/worksheets/jobs/{job_id}/export.pdf
Export a completed worksheet as PDF
scope: marking
Requires the `marking` scope.
Data
GET
/api/v1/classes
/api/v1/classes
List classes
POST
/api/v1/classes
/api/v1/classes
Create a class
scope: marking
Requires the `marking` scope.
| Body field | Type | Required |
|---|---|---|
name |
string | yes |
subject |
string | no |
curl -X POST https://feedbackflows.org/api/v1/classes \
-H "X-API-Key: $FEEDBACKFLOWS_API_KEY" \
-H "Content-Type: application/json" \
-d '{
"name": "example",
"subject": "example"
}'
import os, requests
requests.post(
"https://feedbackflows.org/api/v1/classes",
headers={"X-API-Key": os.environ["FEEDBACKFLOWS_API_KEY"]},
json={
"name": "example",
"subject": "example"
},
)
await fetch("https://feedbackflows.org/api/v1/classes", {
method: "POST",
headers: {
"X-API-Key": process.env.FEEDBACKFLOWS_API_KEY,
"Content-Type": "application/json",
},
body: JSON.stringify({
"name": "example",
"subject": "example"
}),
});
PATCH
/api/v1/classes/{class_id}
/api/v1/classes/{class_id}
Update a class
scope: marking
Requires the `marking` scope.
| Body field | Type | Required |
|---|---|---|
name |
string | no |
subject |
string | no |
concluded |
boolean | no |
curl -X PATCH https://feedbackflows.org/api/v1/classes/{class_id} \
-H "X-API-Key: $FEEDBACKFLOWS_API_KEY" \
-H "Content-Type: application/json" \
-d '{
"name": "example",
"subject": "example",
"concluded": false
}'
import os, requests
requests.patch(
"https://feedbackflows.org/api/v1/classes/{class_id}",
headers={"X-API-Key": os.environ["FEEDBACKFLOWS_API_KEY"]},
json={
"name": "example",
"subject": "example",
"concluded": false
},
)
await fetch("https://feedbackflows.org/api/v1/classes/{class_id}", {
method: "PATCH",
headers: {
"X-API-Key": process.env.FEEDBACKFLOWS_API_KEY,
"Content-Type": "application/json",
},
body: JSON.stringify({
"name": "example",
"subject": "example",
"concluded": false
}),
});
GET
/api/v1/classes/{class_id}/assignments
/api/v1/classes/{class_id}/assignments
List assignments for a class
GET
/api/v1/classes/{class_id}/assignments/{assignment_id}/results
/api/v1/classes/{class_id}/assignments/{assignment_id}/results
Per-student outcomes for one assignment
scope: analytics
Requires the `analytics` scope.
GET
/api/v1/classes/{class_id}/results
/api/v1/classes/{class_id}/results
Bulk export marking outcomes for a class
scope: analytics
Requires the `analytics` scope.
PATCH
/api/v1/classes/{class_id}/students
/api/v1/classes/{class_id}/students
Add or remove students from a class
scope: marking
Requires the `marking` scope.
| Body field | Type | Required |
|---|---|---|
add_student_ids |
array | no |
remove_student_ids |
array | no |
curl -X PATCH https://feedbackflows.org/api/v1/classes/{class_id}/students \
-H "X-API-Key: $FEEDBACKFLOWS_API_KEY" \
-H "Content-Type: application/json" \
-d '{
"add_student_ids": [],
"remove_student_ids": []
}'
import os, requests
requests.patch(
"https://feedbackflows.org/api/v1/classes/{class_id}/students",
headers={"X-API-Key": os.environ["FEEDBACKFLOWS_API_KEY"]},
json={
"add_student_ids": [],
"remove_student_ids": []
},
)
await fetch("https://feedbackflows.org/api/v1/classes/{class_id}/students", {
method: "PATCH",
headers: {
"X-API-Key": process.env.FEEDBACKFLOWS_API_KEY,
"Content-Type": "application/json",
},
body: JSON.stringify({
"add_student_ids": [],
"remove_student_ids": []
}),
});
GET
/api/v1/question-templates
/api/v1/question-templates
List question templates
scope: marking
Requires the `marking` scope.
GET
/api/v1/rubrics
/api/v1/rubrics
List rubrics
POST
/api/v1/rubrics
/api/v1/rubrics
Create a rubric
scope: marking
Requires the `marking` scope.
| Body field | Type | Required |
|---|---|---|
name |
string | yes |
criteria |
string | yes |
marking_guidance |
string | no |
pass_rate |
integer | no |
max_attempts |
integer | no |
curl -X POST https://feedbackflows.org/api/v1/rubrics \
-H "X-API-Key: $FEEDBACKFLOWS_API_KEY" \
-H "Content-Type: application/json" \
-d '{
"name": "example",
"criteria": "example",
"marking_guidance": "example",
"pass_rate": 1
}'
import os, requests
requests.post(
"https://feedbackflows.org/api/v1/rubrics",
headers={"X-API-Key": os.environ["FEEDBACKFLOWS_API_KEY"]},
json={
"name": "example",
"criteria": "example",
"marking_guidance": "example",
"pass_rate": 1
},
)
await fetch("https://feedbackflows.org/api/v1/rubrics", {
method: "POST",
headers: {
"X-API-Key": process.env.FEEDBACKFLOWS_API_KEY,
"Content-Type": "application/json",
},
body: JSON.stringify({
"name": "example",
"criteria": "example",
"marking_guidance": "example",
"pass_rate": 1
}),
});
GET
/api/v1/rubrics/{rubric_id}
/api/v1/rubrics/{rubric_id}
Get one rubric with its criteria
GET
/api/v1/students
/api/v1/students
List students
POST
/api/v1/students
/api/v1/students
Create a student
scope: marking
Requires the `marking` scope.
| Body field | Type | Required |
|---|---|---|
name |
string | yes |
uln |
string | no |
class_ids |
array | no |
curl -X POST https://feedbackflows.org/api/v1/students \
-H "X-API-Key: $FEEDBACKFLOWS_API_KEY" \
-H "Content-Type: application/json" \
-d '{
"name": "example",
"uln": "example",
"class_ids": []
}'
import os, requests
requests.post(
"https://feedbackflows.org/api/v1/students",
headers={"X-API-Key": os.environ["FEEDBACKFLOWS_API_KEY"]},
json={
"name": "example",
"uln": "example",
"class_ids": []
},
)
await fetch("https://feedbackflows.org/api/v1/students", {
method: "POST",
headers: {
"X-API-Key": process.env.FEEDBACKFLOWS_API_KEY,
"Content-Type": "application/json",
},
body: JSON.stringify({
"name": "example",
"uln": "example",
"class_ids": []
}),
});
PATCH
/api/v1/students/{student_id}
/api/v1/students/{student_id}
Update a student
scope: marking
Requires the `marking` scope.
| Body field | Type | Required |
|---|---|---|
name |
string | no |
uln |
string | no |
class_ids |
array | no |
curl -X PATCH https://feedbackflows.org/api/v1/students/{student_id} \
-H "X-API-Key: $FEEDBACKFLOWS_API_KEY" \
-H "Content-Type: application/json" \
-d '{
"name": "example",
"uln": "example",
"class_ids": []
}'
import os, requests
requests.patch(
"https://feedbackflows.org/api/v1/students/{student_id}",
headers={"X-API-Key": os.environ["FEEDBACKFLOWS_API_KEY"]},
json={
"name": "example",
"uln": "example",
"class_ids": []
},
)
await fetch("https://feedbackflows.org/api/v1/students/{student_id}", {
method: "PATCH",
headers: {
"X-API-Key": process.env.FEEDBACKFLOWS_API_KEY,
"Content-Type": "application/json",
},
body: JSON.stringify({
"name": "example",
"uln": "example",
"class_ids": []
}),
});
GET
/api/v1/students/{student_id}/ai-history
/api/v1/students/{student_id}/ai-history
AI detection history for one student
GET
/api/v1/students/{student_id}/submissions
/api/v1/students/{student_id}/submissions
Marking results and detector runs for one student
scope: analytics
Requires the `analytics` scope.
POST
/api/v1/students/bulk
/api/v1/students/bulk
Create up to 200 students in one call (JSON array, {students: []}, or CSV)
scope: marking
Requires the `marking` scope.
| Body field | Type | Required |
|---|---|---|
students |
array | no |
curl -X POST https://feedbackflows.org/api/v1/students/bulk \
-H "X-API-Key: $FEEDBACKFLOWS_API_KEY" \
-H "Content-Type: application/json" \
-d '{
"students": []
}'
import os, requests
requests.post(
"https://feedbackflows.org/api/v1/students/bulk",
headers={"X-API-Key": os.environ["FEEDBACKFLOWS_API_KEY"]},
json={
"students": []
},
)
await fetch("https://feedbackflows.org/api/v1/students/bulk", {
method: "POST",
headers: {
"X-API-Key": process.env.FEEDBACKFLOWS_API_KEY,
"Content-Type": "application/json",
},
body: JSON.stringify({
"students": []
}),
});
POST
/api/v1/students:bulk
/api/v1/students:bulk
Create up to 200 students in one call (JSON array, {students: []}, or CSV)
scope: marking
Requires the `marking` scope.
| Body field | Type | Required |
|---|---|---|
students |
array | no |
curl -X POST https://feedbackflows.org/api/v1/students:bulk \
-H "X-API-Key: $FEEDBACKFLOWS_API_KEY" \
-H "Content-Type: application/json" \
-d '{
"students": []
}'
import os, requests
requests.post(
"https://feedbackflows.org/api/v1/students:bulk",
headers={"X-API-Key": os.environ["FEEDBACKFLOWS_API_KEY"]},
json={
"students": []
},
)
await fetch("https://feedbackflows.org/api/v1/students:bulk", {
method: "POST",
headers: {
"X-API-Key": process.env.FEEDBACKFLOWS_API_KEY,
"Content-Type": "application/json",
},
body: JSON.stringify({
"students": []
}),
});
Analytics
POST
/api/v1/classes/{class_id}/assignments/{assignment_id}/analyze
/api/v1/classes/{class_id}/assignments/{assignment_id}/analyze
Cohort analysis for one assignment
scope: analytics
charges credits
Requires the `analytics` scope.
POST
/api/v1/students/{student_id}/progress-report
/api/v1/students/{student_id}/progress-report
Generate a progress report for one student
scope: analytics
charges credits
Requires the `analytics` scope.
| Body field | Type | Required |
|---|---|---|
start_date |
string | no |
end_date |
string | no |
curl -X POST https://feedbackflows.org/api/v1/students/{student_id}/progress-report \
-H "X-API-Key: $FEEDBACKFLOWS_API_KEY" \
-H "Content-Type: application/json" \
-d '{
"start_date": "example",
"end_date": "example"
}'
import os, requests
requests.post(
"https://feedbackflows.org/api/v1/students/{student_id}/progress-report",
headers={"X-API-Key": os.environ["FEEDBACKFLOWS_API_KEY"]},
json={
"start_date": "example",
"end_date": "example"
},
)
await fetch("https://feedbackflows.org/api/v1/students/{student_id}/progress-report", {
method: "POST",
headers: {
"X-API-Key": process.env.FEEDBACKFLOWS_API_KEY,
"Content-Type": "application/json",
},
body: JSON.stringify({
"start_date": "example",
"end_date": "example"
}),
});
GET
/api/v1/usage
/api/v1/usage
Usage and credit consumption for this account's API keys
scope: analytics
Requires the `analytics` scope.
Webhooks
POST
/api/v1/webhooks/test
/api/v1/webhooks/test
Send a signed ping webhook to verify your receiver
| Body field | Type | Required |
|---|---|---|
callback_url |
string | yes |
curl -X POST https://feedbackflows.org/api/v1/webhooks/test \
-H "X-API-Key: $FEEDBACKFLOWS_API_KEY" \
-H "Content-Type: application/json" \
-d '{
"callback_url": "https://example.com/webhooks/feedbackflows"
}'
import os, requests
requests.post(
"https://feedbackflows.org/api/v1/webhooks/test",
headers={"X-API-Key": os.environ["FEEDBACKFLOWS_API_KEY"]},
json={
"callback_url": "https://example.com/webhooks/feedbackflows"
},
)
await fetch("https://feedbackflows.org/api/v1/webhooks/test", {
method: "POST",
headers: {
"X-API-Key": process.env.FEEDBACKFLOWS_API_KEY,
"Content-Type": "application/json",
},
body: JSON.stringify({
"callback_url": "https://example.com/webhooks/feedbackflows"
}),
});
Webhooks
Job POSTs accept callback_url. Completions are signed with X-FeedbackFlows-Signature: t=<unix>,v1=<hex> over <timestamp>.<raw-body>. Also sent: X-FeedbackFlows-Delivery and X-FeedbackFlows-Timestamp. Reject timestamps older than five minutes. Use POST /webhooks/test to ping your receiver (5 per hour).
Verify a signature
import hmac, hashlib, time
def valid(header, body: bytes, secret: str, now=None) -> bool:
parts = dict(p.split("=", 1) for p in header.split(",") if "=" in p)
ts, sig = int(parts["t"]), parts["v1"]
if abs((now or time.time()) - ts) > 300:
return False
expected = hmac.new(secret.encode(), f"{ts}.".encode() + body, hashlib.sha256).hexdigest()
return hmac.compare_digest(sig, expected)
Errors
JSON bodies use error, code, status and request_id. Look for X-Request-Id on every response.
| Status | Code | Meaning |
|---|---|---|
| 400 | BAD_REQUEST | Malformed JSON or missing fields |
| 401 | UNAUTHORIZED / KEY_EXPIRED | Missing, invalid, or expired key |
| 402 | INSUFFICIENT_CREDITS | Not enough credits |
| 403 | SCOPE_FORBIDDEN | Key lacks the required scope |
| 404 | NOT_FOUND | Unknown resource |
| 429 | RATE_LIMITED | See Retry-After |
| 500 | INTERNAL_ERROR | Unexpected failure |