Drive the docs reviewer from your own code
Everything this app does goes through the SkillSafe App API — plain JSON over HTTPS with optional streaming. One run takes a documentation page and returns the scored review: four rubric dimensions, a severity-ordered issue list quoting the exact defects, priority fixes and a rewrite of the worst passage. Examples in cURL, Python, JavaScript, Go, Java, Ruby, PHP and C#.
Basics
Base URL: https://api.skillsafe.ai/v1/app-api. Every request sends
Authorization: Bearer <token> and JSON bodies with
Content-Type: application/json. Responses are wrapped in an envelope:
{"data": …} on success, {"error": {"code", "message"}} on
failure. Runs execute the app's agent and are billed in
SkillSafe credits to the calling token, with a worst-case hold up front and the actual
cost settled when the job finishes. The model the app is bound to is reported by
/estimate in its model and model_alias fields — read it
from there rather than hardcoding it, since it is the binding that is authoritative.
| Status | Meaning |
|---|---|
401 | Missing or expired token — create a new session. |
402 | Not enough credits — top up at skillsafe.ai/account/billing. |
403 | The token isn't allowed to do this. |
404 | Unknown job or record id. |
5xx | Transient platform error — retry with backoff. |
Browsers enforce CORS for this API, so run these examples from a server, script or
terminal — not from another website's frontend. The app's own history
collection is an internal store for the signed-in "Recent runs" panel, not a public API
surface — read your results from the job output instead.
Step 0 — A tiny client
Every step below is one or two HTTP calls, so start with a small helper that adds the
auth header, sends JSON and unwraps the data envelope. The later steps reuse
this helper.
export API="https://api.skillsafe.ai/v1/app-api"
export TOKEN="YOUR_TOKEN" # see step 1
# every call looks like:
# curl -s "$API/…" -H "Authorization: Bearer $TOKEN" [-d '{json}']
# jq is used below to pull fields out of the {"data": …} envelope
import json, requests
API = "https://api.skillsafe.ai/v1/app-api"
TOKEN = "YOUR_TOKEN" # see step 1
def api(method, path, body=None, **headers):
res = requests.request(method, API + path, json=body,
headers={"Authorization": f"Bearer {TOKEN}", **headers})
payload = res.json()
if not res.ok:
raise RuntimeError(payload.get("error", {}).get("message", res.reason))
return payload["data"]
// Node 18+ (built-in fetch)
const API = "https://api.skillsafe.ai/v1/app-api";
const TOKEN = "YOUR_TOKEN"; // see step 1 — read it from your environment in real code
async function api(method, path, body, extraHeaders = {}) {
const res = await fetch(API + path, {
method,
headers: { Authorization: `Bearer ${TOKEN}`, "Content-Type": "application/json", ...extraHeaders },
body: body === undefined ? undefined : JSON.stringify(body),
});
const json = await res.json();
if (!res.ok) throw new Error(json.error?.message ?? res.statusText);
return json.data;
}
package main
import (
"bytes"
"encoding/json"
"fmt"
"net/http"
"os"
)
const API = "https://api.skillsafe.ai/v1/app-api"
var token = os.Getenv("SKILLSAFE_TOKEN") // see step 1
func call(method, path string, body, out any) error {
var buf bytes.Buffer
if body != nil {
json.NewEncoder(&buf).Encode(body)
}
req, _ := http.NewRequest(method, API+path, &buf)
req.Header.Set("Authorization", "Bearer "+token)
req.Header.Set("Content-Type", "application/json")
res, err := http.DefaultClient.Do(req)
if err != nil {
return err
}
defer res.Body.Close()
var env struct {
Data json.RawMessage `json:"data"`
Error *struct{ Message string `json:"message"` } `json:"error"`
}
json.NewDecoder(res.Body).Decode(&env)
if res.StatusCode >= 400 {
return fmt.Errorf("api %s %s: %s", method, path, env.Error.Message)
}
if out == nil {
return nil
}
return json.Unmarshal(env.Data, out)
}
// Java 17+, no dependencies. Pair with your JSON library (Jackson, Gson…)
// to read fields out of the returned envelope.
import java.net.URI;
import java.net.http.HttpClient;
import java.net.http.HttpRequest;
import java.net.http.HttpResponse;
public class SkillSafe {
static final String API = "https://api.skillsafe.ai/v1/app-api";
static final String TOKEN = System.getenv("SKILLSAFE_TOKEN"); // see step 1
static final HttpClient HTTP = HttpClient.newHttpClient();
static String api(String method, String path, String jsonBody) throws Exception {
var req = HttpRequest.newBuilder(URI.create(API + path))
.header("Authorization", "Bearer " + TOKEN)
.header("Content-Type", "application/json")
.method(method, jsonBody == null
? HttpRequest.BodyPublishers.noBody()
: HttpRequest.BodyPublishers.ofString(jsonBody))
.build();
var res = HTTP.send(req, HttpResponse.BodyHandlers.ofString());
if (res.statusCode() >= 400) throw new RuntimeException(res.body());
return res.body(); // envelope: {"data": …}
}
}
require "net/http"
require "json"
API = "https://api.skillsafe.ai/v1/app-api"
TOKEN = ENV.fetch("SKILLSAFE_TOKEN") # see step 1
def api(method, path, body = nil)
uri = URI(API + path)
req = Net::HTTP.const_get(method.capitalize).new(uri)
req["Authorization"] = "Bearer #{TOKEN}"
req["Content-Type"] = "application/json"
req.body = body.to_json if body
res = Net::HTTP.start(uri.host, uri.port, use_ssl: true) { |h| h.request(req) }
payload = JSON.parse(res.body)
raise (payload.dig("error", "message") || res.message) unless res.is_a?(Net::HTTPSuccess)
payload["data"]
end
<?php
const API = "https://api.skillsafe.ai/v1/app-api";
$TOKEN = getenv("SKILLSAFE_TOKEN"); // see step 1
function api(string $method, string $path, ?array $body = null): mixed {
global $TOKEN;
$ch = curl_init(API . $path);
curl_setopt_array($ch, [
CURLOPT_CUSTOMREQUEST => $method,
CURLOPT_RETURNTRANSFER => true,
CURLOPT_HTTPHEADER => [
"Authorization: Bearer $TOKEN",
"Content-Type: application/json",
],
CURLOPT_POSTFIELDS => $body === null ? null : json_encode($body),
]);
$payload = json_decode(curl_exec($ch), true);
$status = curl_getinfo($ch, CURLINFO_RESPONSE_CODE);
curl_close($ch);
if ($status >= 400) {
throw new Exception($payload["error"]["message"] ?? "HTTP $status");
}
return $payload["data"];
}
// .NET 8+
using System.Net.Http.Json;
using System.Text.Json;
static class SkillSafe
{
const string Api = "https://api.skillsafe.ai/v1/app-api";
static readonly HttpClient Http = new();
static SkillSafe() =>
Http.DefaultRequestHeaders.Authorization =
new("Bearer", Environment.GetEnvironmentVariable("SKILLSAFE_TOKEN")); // see step 1
public static async Task<JsonElement> ApiAsync(HttpMethod method, string path, object? body = null)
{
var req = new HttpRequestMessage(method, Api + path);
if (body != null) req.Content = JsonContent.Create(body);
var res = await Http.SendAsync(req);
var json = await res.Content.ReadFromJsonAsync<JsonElement>();
if (!res.IsSuccessStatusCode)
throw new Exception(json.GetProperty("error").GetProperty("message").GetString());
return json.GetProperty("data");
}
}
Step 1 — Get a token
For scripted use, the simplest reliable path is your personal token: open the
token page, sign in, and hit
"Copy shell export" — it puts export SKILLSAFE_TOKEN="…" on your clipboard,
which every example below reads. Treat the token like a password — it can spend your
credits. For fully headless scripts, POST /guest (below) mints a guest token
with no browser involved; guests can always call /me and
/estimate, but whether a guest can afford an actual run depends on the app's
daily sponsorship budget, so don't build on it.
curl -s -X POST "$API/guest" \
-H "Content-Type: application/json" \
-d '{"slug":"docs-critic"}' | jq -r '.data.token'
token = api("POST", "/guest", {"slug": "docs-critic"})["token"]
const { token } = await api("POST", "/guest", { slug: "docs-critic" });
var guest struct{ Token string `json:"token"` }
err := call("POST", "/guest", map[string]string{"slug": "docs-critic"}, &guest)
String envelope = api("POST", "/guest", """
{"slug":"docs-critic"}""");
// token is at data.token in the returned JSON
token = api("POST", "/guest", { slug: "docs-critic" })["token"]
$token = api("POST", "/guest", ["slug" => "docs-critic"])["token"];
var guest = await SkillSafe.ApiAsync(HttpMethod.Post, "/guest",
new { slug = "docs-critic" });
var token = guest.GetProperty("token").GetString();
Step 2 — Check who you are and your balance
Returns subject_type ("user" or "guest"),
subject_id and your credits balance. Check this before an
expensive run — the app itself refuses to start a run whose worst-case hold exceeds the
balance.
curl -s "$API/me" -H "Authorization: Bearer $TOKEN" | jq '.data'
me = api("GET", "/me")
print(me["subject_type"], me["credits"])
const me = await api("GET", "/me");
console.log(me.subject_type, me.credits);
var me struct {
SubjectType string `json:"subject_type"`
Credits int64 `json:"credits"`
}
err := call("GET", "/me", nil, &me)
String envelope = api("GET", "/me", null);
// data.subject_type, data.credits
me = api("GET", "/me")
puts "#{me["subject_type"]}: #{me["credits"]} credits"
$me = api("GET", "/me");
echo "{$me['subject_type']}: {$me['credits']} credits\n";
var me = await SkillSafe.ApiAsync(HttpMethod.Get, "/me");
Console.WriteLine($"{me.GetProperty("subject_type")}: {me.GetProperty("credits")} credits");
Step 3 — Estimate the cost
Send the same input you would send to a run; the response's hold_credits is
the worst-case cost and min_credits the floor. Nothing is charged and no job
is created. The response also reports the resolved model and whether
sponsorship is active.
curl -s -X POST "$API/estimate" \
-H "Authorization: Bearer $TOKEN" -H "Content-Type: application/json" \
-d '{"doc_text":"…the docs page…","doc_type":"auto"}' | jq '.data'
est = api("POST", "/estimate", {"doc_text": doc_text, "doc_type": "auto"})
print("worst case:", est["hold_credits"], "credits on", est["model"])
const est = await api("POST", "/estimate", { doc_text: docText, doc_type: "auto" });
console.log("worst case:", est.hold_credits, "credits on", est.model);
var est struct {
HoldCredits int64 `json:"hold_credits"`
Model string `json:"model"`
}
err := call("POST", "/estimate", map[string]string{
"doc_text": docText, "doc_type": "auto",
}, &est)
String envelope = api("POST", "/estimate", """
{"doc_text": %s, "doc_type": "auto"}
""".formatted(toJsonString(docText)));
// worst-case cost is at data.hold_credits
est = api("POST", "/estimate", { doc_text: doc_text, doc_type: "auto" })
puts "worst case: #{est["hold_credits"]} credits on #{est["model"]}"
$est = api("POST", "/estimate", [
"doc_text" => $docText,
"doc_type" => "auto",
]);
echo "worst case: {$est['hold_credits']} credits on {$est['model']}\n";
var est = await SkillSafe.ApiAsync(HttpMethod.Post, "/estimate", new {
doc_text = docText, doc_type = "auto" });
Console.WriteLine($"worst case: {est.GetProperty("hold_credits")} credits");
Step 4 — Run the review and wait
/run places a credit hold and returns a job_id; poll
/jobs/{job_id} every 1–2 seconds until status is
succeeded or failed. Always send an
Idempotency-Key header so a network retry can't start a second,
double-charged run. The agent replies with one JSON object, delivered as a
string at output.output — parse it.
| Input field | Type | Notes |
|---|---|---|
doc_text | string, required | The documentation page to review, markdown preferred. The app caps it at 150,000 characters. |
doc_type | string, optional | "auto" (default), "reference", "guide" or "nugget" (engineering blog post). With auto the agent infers the type and reports it. |
source_material | string, optional | The source code or API reference the doc describes. With it, accuracy is verified against the truth; without it, accuracy is limited to internal consistency. |
focus | string, optional | What the review should concentrate on. Related issues are ordered first. |
retry_note | string, optional | Feedback about a previous malformed reply; the agent obeys it exactly. |
# input.json: {"doc_text":"…","doc_type":"auto","source_material":"…","focus":""}
JOB_ID=$(curl -s -X POST "$API/run" \
-H "Authorization: Bearer $TOKEN" -H "Content-Type: application/json" \
-H "Idempotency-Key: review-$(date +%s)" \
-d @input.json | jq -r '.data.job_id')
while :; do
JOB=$(curl -s "$API/jobs/$JOB_ID" -H "Authorization: Bearer $TOKEN")
STATUS=$(echo "$JOB" | jq -r '.data.status')
[ "$STATUS" = "succeeded" ] || [ "$STATUS" = "failed" ] && break
sleep 2
done
echo "$JOB" | jq -r '.data.output.output' \
| jq '{verdict, total: ([.scores[].score] | add), issues: (.issues | length)}'
import time
job_id = api("POST", "/run", {
"doc_text": doc_text,
"doc_type": "auto",
"source_material": source, # "" when you have no source
"focus": "",
}, **{"Idempotency-Key": "review-001"})["job_id"]
while True:
job = api("GET", f"/jobs/{job_id}")
if job["status"] in ("succeeded", "failed"):
break
time.sleep(1.5)
if job["status"] == "failed":
raise RuntimeError(job.get("error", "run failed"))
raw = job["output"]
if isinstance(raw, dict) and "output" in raw:
raw = raw["output"]
review = json.loads(raw) if isinstance(raw, str) else raw
total = sum(s["score"] for s in review["scores"])
print(f'{review["doc_title"]}: {total}/40 — {review["verdict"]}')
for issue in review["issues"]:
print(f'[{issue["severity"]}] {issue["title"]}: {issue["excerpt"][:60]}')
const { job_id } = await api("POST", "/run", {
doc_text: docText,
doc_type: "auto",
source_material: source, // "" when you have no source
focus: "",
}, { "Idempotency-Key": crypto.randomUUID() });
let job;
do {
await new Promise((r) => setTimeout(r, 1500));
job = await api("GET", `/jobs/${job_id}`);
} while (job.status !== "succeeded" && job.status !== "failed");
if (job.status === "failed") throw new Error(job.error ?? "run failed");
const raw = job.output?.output ?? job.output;
const review = typeof raw === "string" ? JSON.parse(raw) : raw;
const total = review.scores.reduce((n, s) => n + s.score, 0);
console.log(`${review.doc_title}: ${total}/40 — ${review.verdict}`);
review.issues.forEach((i) => console.log(`[${i.severity}] ${i.title}`));
var started struct{ JobID string `json:"job_id"` }
err := call("POST", "/run", map[string]string{
"doc_text": docText, "doc_type": "auto",
}, &started)
if err != nil {
log.Fatal(err)
}
var job struct {
Status string `json:"status"`
Error string `json:"error"`
Output struct {
Output string `json:"output"`
} `json:"output"`
}
for {
if err := call("GET", "/jobs/"+started.JobID, nil, &job); err != nil {
log.Fatal(err)
}
if job.Status == "succeeded" || job.Status == "failed" {
break
}
time.Sleep(1500 * time.Millisecond)
}
var review struct {
DocTitle string `json:"doc_title"`
Verdict string `json:"verdict"`
Scores []struct {
ID string `json:"id"`
Score int `json:"score"`
} `json:"scores"`
}
json.Unmarshal([]byte(job.Output.Output), &review)
String envelope = api("POST", "/run", """
{"doc_text": %s, "doc_type": "auto"}
""".formatted(toJsonString(docText)));
String jobId = /* data.job_id via your JSON library */;
while (true) {
String job = api("GET", "/jobs/" + jobId, null);
String status = /* data.status */;
if (status.equals("succeeded") || status.equals("failed")) break;
Thread.sleep(1500);
}
// the review is the JSON *string* at data.output.output —
// parse it again with your JSON library: doc_title, verdict,
// scores[4], issues[], priority_fixes[], rewrite, summary
started = api("POST", "/run", { doc_text: doc_text, doc_type: "auto" })
job = nil
loop do
job = api("GET", "/jobs/#{started["job_id"]}")
break if %w[succeeded failed].include?(job["status"])
sleep 1.5
end
raise (job["error"] || "run failed") if job["status"] == "failed"
raw = job["output"].is_a?(Hash) ? job["output"].fetch("output", job["output"]) : job["output"]
review = raw.is_a?(String) ? JSON.parse(raw) : raw
total = review["scores"].sum { |s| s["score"] }
puts "#{review["doc_title"]}: #{total}/40 — #{review["verdict"]}"
$started = api("POST", "/run", [
"doc_text" => $docText,
"doc_type" => "auto",
]);
do {
sleep(2);
$job = api("GET", "/jobs/" . $started["job_id"]);
} while (!in_array($job["status"], ["succeeded", "failed"]));
if ($job["status"] === "failed") {
throw new Exception($job["error"] ?? "run failed");
}
$raw = is_array($job["output"]) ? ($job["output"]["output"] ?? $job["output"]) : $job["output"];
$review = is_string($raw) ? json_decode($raw, true) : $raw;
$total = array_sum(array_column($review["scores"], "score"));
echo "{$review['doc_title']}: $total/40 — {$review['verdict']}\n";
var started = await SkillSafe.ApiAsync(HttpMethod.Post, "/run", new {
doc_text = docText, doc_type = "auto" });
var jobId = started.GetProperty("job_id").GetString();
JsonElement job;
while (true)
{
job = await SkillSafe.ApiAsync(HttpMethod.Get, $"/jobs/{jobId}");
var status = job.GetProperty("status").GetString();
if (status is "succeeded" or "failed") break;
await Task.Delay(1500);
}
var review = JsonDocument.Parse(
job.GetProperty("output").GetProperty("output").GetString()!).RootElement;
Console.WriteLine(review.GetProperty("verdict").GetString());
The review has this shape (the app's renderer depends on exactly these fields):
| Field | What it is |
|---|---|
doc_title, doc_type | Title inferred from the doc, and the inferred (or given) type: reference / guide / nugget. |
verdict | One sentence: the doc's overall state and the single most impactful fix. |
scores | Exactly four entries — readability, voice, completeness, accuracy — each {id, label, score 0–10, note}. The 0–40 total is yours to compute. |
issues | Severity-ordered defects: {title, type, severity high|medium|low, location, excerpt, problem, fix, replacement}. excerpt quotes the offending passage verbatim from doc_text. replacement is corrected text that substitutes for the whole of excerpt, or null when no single substitution would be correct — adding a missing example, deleting a section, or restructuring. Splice it in at the offsets you find excerpt at to produce a corrected document; never apply a replacement to an excerpt that ends in an ellipsis, which marks a trimmed fragment. |
priority_fixes | Ordered list of the highest-impact fixes, most important first. |
rewrite | {location, before, after, note} — the worst passage rewritten. May be null for an essentially clean doc. |
summary | 2–4 sentences: what the doc does well, the dominant problem pattern, what to do first. |
If the reply ever fails to parse as JSON, retry once with the same input plus a
retry_note field describing the problem — the agent is instructed to obey
it. That's exactly what the app itself does (and it reuses an idempotency key derived
from the same input, so the retry is a deliberate second run, not an accident).
Step 5 — The same run, streamed
Identical input to /run, but the response is
text/event-stream, so you can show the review as it generates — the app's
own progress panel watches for the "scores" and "issues" keys
appearing in the stream. Events:
| Event | Data |
|---|---|
job | {job_id} — the run was accepted. |
delta | {text} — the next chunk of agent output. |
done / pending | Final payload: {job_id, status, charged_credits, output}. Authoritative — deltas can drop the tail, so always read the result from here. |
error | {code, message, job_id}. |
curl -sN -X POST "$API/run-stream" \
-H "Authorization: Bearer $TOKEN" -H "Content-Type: application/json" \
-H "Idempotency-Key: review-stream-$(date +%s)" \
-d @input.json
# event: job data: {"job_id":"job_…"}
# event: delta data: {"text":"{\"doc_title\""}
# …
# event: done data: {"job_id":"…","status":"succeeded","charged_credits":312,
# "output":{"output":"…the full JSON review…"}}
res = requests.post(API + "/run-stream", json=payload, stream=True,
headers={"Authorization": f"Bearer {TOKEN}"})
event, done = None, None
for line in res.iter_lines(decode_unicode=True):
if line.startswith("event:"):
event = line[6:].strip()
elif line.startswith("data:"):
data = json.loads(line[5:])
if event == "delta":
print(data.get("text", ""), end="", flush=True)
elif event in ("done", "pending"):
done = data
elif event == "error":
raise RuntimeError(data.get("message"))
review = json.loads(done["output"]["output"])
const res = await fetch(API + "/run-stream", {
method: "POST",
headers: { Authorization: `Bearer ${TOKEN}`, "Content-Type": "application/json" },
body: JSON.stringify(payload),
});
const reader = res.body.getReader();
const decoder = new TextDecoder();
let buf = "", event = "message", done, out = "";
for (;;) {
const chunk = await reader.read();
if (chunk.done) break;
buf += decoder.decode(chunk.value, { stream: true });
let i;
while ((i = buf.indexOf("\n")) >= 0) {
const line = buf.slice(0, i); buf = buf.slice(i + 1);
if (line.startsWith("event:")) event = line.slice(6).trim();
else if (line.startsWith("data:")) {
const data = JSON.parse(line.slice(5));
if (event === "delta") out += data.text ?? "";
else if (event === "done" || event === "pending") done = data;
else if (event === "error") throw new Error(data.message);
}
}
}
const review = JSON.parse(done.output.output);
req, _ := http.NewRequest("POST", API+"/run-stream", bytes.NewReader(body))
req.Header.Set("Authorization", "Bearer "+token)
req.Header.Set("Content-Type", "application/json")
res, err := http.DefaultClient.Do(req)
if err != nil {
log.Fatal(err)
}
defer res.Body.Close()
sc := bufio.NewScanner(res.Body)
sc.Buffer(make([]byte, 0, 1<<20), 1<<20)
event, done := "", []byte(nil)
for sc.Scan() {
line := sc.Text()
if strings.HasPrefix(line, "event:") {
event = strings.TrimSpace(line[6:])
} else if strings.HasPrefix(line, "data:") {
data := strings.TrimSpace(line[5:])
if event == "delta" {
// unmarshal {"text": …} and append
} else if event == "done" || event == "pending" {
done = []byte(data)
}
}
}
// unmarshal done → .output.output (a JSON string) → your review struct
var req = HttpRequest.newBuilder(URI.create(API + "/run-stream"))
.header("Authorization", "Bearer " + TOKEN)
.header("Content-Type", "application/json")
.POST(HttpRequest.BodyPublishers.ofString(payloadJson))
.build();
var lines = HTTP.send(req, HttpResponse.BodyHandlers.ofLines()).body();
final String[] event = {""};
StringBuilder doneData = new StringBuilder();
lines.forEach(line -> {
if (line.startsWith("event:")) event[0] = line.substring(6).trim();
else if (line.startsWith("data:")) {
if (event[0].equals("delta")) { /* parse {"text"} and append */ }
else if (event[0].equals("done")) doneData.append(line.substring(5).trim());
}
});
// parse doneData → output.output (a JSON string) → the review
uri = URI(API + "/run-stream")
req = Net::HTTP::Post.new(uri)
req["Authorization"] = "Bearer #{TOKEN}"
req["Content-Type"] = "application/json"
req.body = payload.to_json
event, done, buf = nil, nil, ""
Net::HTTP.start(uri.host, uri.port, use_ssl: true) do |http|
http.request(req) do |res|
res.read_body do |chunk|
buf << chunk
while (i = buf.index("\n"))
line = buf.slice!(0..i).chomp
if line.start_with?("event:") then event = line[6..].strip
elsif line.start_with?("data:")
data = JSON.parse(line[5..])
print data["text"] if event == "delta"
done = data if %w[done pending].include?(event)
end
end
end
end
end
review = JSON.parse(done["output"]["output"])
$event = ""; $done = null; $buf = "";
$ch = curl_init(API . "/run-stream");
curl_setopt_array($ch, [
CURLOPT_POST => true,
CURLOPT_HTTPHEADER => ["Authorization: Bearer $TOKEN", "Content-Type: application/json"],
CURLOPT_POSTFIELDS => json_encode($payload),
CURLOPT_WRITEFUNCTION => function ($ch, $chunk) use (&$event, &$done, &$buf) {
$buf .= $chunk;
while (($i = strpos($buf, "\n")) !== false) {
$line = rtrim(substr($buf, 0, $i)); $buf = substr($buf, $i + 1);
if (str_starts_with($line, "event:")) $event = trim(substr($line, 6));
elseif (str_starts_with($line, "data:")) {
$data = json_decode(substr($line, 5), true);
if ($event === "delta") echo $data["text"] ?? "";
if ($event === "done" || $event === "pending") $done = $data;
}
}
return strlen($chunk);
},
]);
curl_exec($ch);
curl_close($ch);
$review = json_decode($done["output"]["output"], true);
var req = new HttpRequestMessage(HttpMethod.Post, Api + "/run-stream")
{ Content = JsonContent.Create(payload) };
var res = await Http.SendAsync(req, HttpCompletionOption.ResponseHeadersRead);
using var reader = new StreamReader(await res.Content.ReadAsStreamAsync());
string? line; string ev = ""; JsonElement doneEl = default;
while ((line = await reader.ReadLineAsync()) != null)
{
if (line.StartsWith("event:")) ev = line[6..].Trim();
else if (line.StartsWith("data:"))
{
var data = JsonDocument.Parse(line[5..]).RootElement.Clone();
if (ev == "delta") Console.Write(
data.TryGetProperty("text", out var t) ? t.GetString() : "");
else if (ev is "done" or "pending") doneEl = data;
}
}
var review = JsonDocument.Parse(
doneEl.GetProperty("output").GetProperty("output").GetString()!).RootElement;
Grounding contract: every issue's excerpt quotes text that actually appears
in your doc_text (the app uses that to click-highlight passages), and
source-based accuracy claims only appear when you supplied
source_material. An empty issue list for a genuinely clean doc is a valid
review.