ADR Studio — API

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 — read it from your shell environment in real code

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 shell 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");
    }
}

curl -s -X POST "$API/guest" \
  -H "Content-Type: application/json" \
  -d '{"slug":"adr-studio"}' | jq -r '.data.token'

token = api("POST", "/guest", {"slug": "adr-studio"})["token"]

const { token } = await api("POST", "/guest", { slug: "adr-studio" });

var guest struct{ Token string `json:"token"` }
err := call("POST", "/guest", map[string]string{"slug": "adr-studio"}, &guest)

String envelope = api("POST", "/guest", """
    {"slug":"adr-studio"}""");
// token is at data.token in the returned JSON

token = api("POST", "/guest", { slug: "adr-studio" })["token"]

$token = api("POST", "/guest", ["slug" => "adr-studio"])["token"];

var guest = await SkillSafe.ApiAsync(HttpMethod.Post, "/guest",
    new { slug = "adr-studio" });
var token = guest.GetProperty("token").GetString();

curl -s "$API/me" -H "Authorization: Bearer $TOKEN" | jq '.data'

# {"subject_type":"user","subject_id":"usr_...","credits":41200}

me = api("GET", "/me")
print(me["subject_type"], me["subject_id"], me["credits"])

const me = await api("GET", "/me");
console.log(me.subject_type, me.subject_id, me.credits);

var me struct {
	SubjectType string `json:"subject_type"`
	SubjectID   string `json:"subject_id"`
	Credits     int64  `json:"credits"`
}
err := call("GET", "/me", nil, &me)

String envelope = api("GET", "/me", null);
// data.subject_type, data.subject_id, 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");

cat > input.json <<'JSON'
{
  "project": "OrderFlow checkout",
  "decision_title": "Primary datastore",
  "material": "Meeting notes 2026-03-11. We need to pick the primary datastore for the new OrderFlow checkout service. MySQL is what we run today, but schema migrations block deploys and we hit row-lock contention on the orders table at peak. We compared PostgreSQL and DynamoDB. PostgreSQL keeps the relational model, adds JSONB for the line-item payloads, and builds indexes concurrently. DynamoDB scales without babysitting but forces us to model access patterns up front and we lose ad-hoc reporting. Leaning PostgreSQL. Ops already runs one Postgres cluster for billing.",
  "options": "PostgreSQL\nDynamoDB\nKeep MySQL",
  "drivers": "Must sustain 3k checkout writes/sec at peak. Migrations must not require downtime. Finance needs ad-hoc SQL against orders. Team of 6; two engineers have run Postgres in production, none have run DynamoDB.",
  "leaning": "PostgreSQL",
  "context": "Go services on EKS, cutover must land in the Q3 release.",
  "prescan_facts": {
    "items": [
      {"id": "mat:words", "label": "88 words of decision material"},
      {"id": "opt:count", "label": "3 options considered: PostgreSQL; DynamoDB; Keep MySQL"}
    ],
    "flags": [
      {"id": "title:generic", "label": "Title \"Primary datastore\" is too generic"},
      {"id": "rev:none", "label": "Nothing on reversibility - say what undoing this would cost"},
      {"id": "options:no-cons", "label": "No drawback, cost or trade-off vocabulary found anywhere"}
    ]
  }
}
JSON

curl -s -X POST "$API/estimate" \
  -H "Authorization: Bearer $TOKEN" -H "Content-Type: application/json" \
  -d @input.json | jq '.data.hold_credits'

payload = {
    "project": "OrderFlow checkout",
    "decision_title": "Primary datastore",
    "material": (
        "Meeting notes 2026-03-11. We need to pick the primary datastore for the new "
        "OrderFlow checkout service. MySQL is what we run today, but schema migrations "
        "block deploys and we hit row-lock contention on the orders table at peak. We "
        "compared PostgreSQL and DynamoDB. PostgreSQL keeps the relational model, adds "
        "JSONB for the line-item payloads, and builds indexes concurrently. DynamoDB "
        "scales without babysitting but forces us to model access patterns up front and "
        "we lose ad-hoc reporting. Leaning PostgreSQL. Ops already runs one Postgres "
        "cluster for billing."
    ),
    "options": "PostgreSQL\nDynamoDB\nKeep MySQL",
    "drivers": (
        "Must sustain 3k checkout writes/sec at peak. Migrations must not require "
        "downtime. Finance needs ad-hoc SQL against orders. Team of 6; two engineers "
        "have run Postgres in production, none have run DynamoDB."
    ),
    "leaning": "PostgreSQL",
    "context": "Go services on EKS, cutover must land in the Q3 release.",
    "prescan_facts": {
        "items": [
            {"id": "mat:words", "label": "88 words of decision material"},
            {"id": "opt:count", "label": "3 options considered: PostgreSQL; DynamoDB; Keep MySQL"},
        ],
        "flags": [
            {"id": "title:generic", "label": 'Title "Primary datastore" is too generic'},
            {"id": "rev:none", "label": "Nothing on reversibility"},
            {"id": "options:no-cons", "label": "No drawback or trade-off vocabulary found"},
        ],
    },
}

est = api("POST", "/estimate", payload)
print("worst case:", est.get("hold_credits", est.get("credits")), "credits")

const payload = {
  project: "OrderFlow checkout",
  decision_title: "Primary datastore",
  material:
    "Meeting notes 2026-03-11. We need to pick the primary datastore for the new " +
    "OrderFlow checkout service. MySQL is what we run today, but schema migrations " +
    "block deploys and we hit row-lock contention on the orders table at peak. We " +
    "compared PostgreSQL and DynamoDB. PostgreSQL keeps the relational model, adds " +
    "JSONB for the line-item payloads, and builds indexes concurrently. DynamoDB " +
    "scales without babysitting but forces us to model access patterns up front and " +
    "we lose ad-hoc reporting. Leaning PostgreSQL. Ops already runs one Postgres " +
    "cluster for billing.",
  options: "PostgreSQL\nDynamoDB\nKeep MySQL",
  drivers:
    "Must sustain 3k checkout writes/sec at peak. Migrations must not require downtime. " +
    "Finance needs ad-hoc SQL against orders. Team of 6; two engineers have run Postgres " +
    "in production, none have run DynamoDB.",
  leaning: "PostgreSQL",
  context: "Go services on EKS, cutover must land in the Q3 release.",
  prescan_facts: {
    items: [
      { id: "mat:words", label: "88 words of decision material" },
      { id: "opt:count", label: "3 options considered: PostgreSQL; DynamoDB; Keep MySQL" },
    ],
    flags: [
      { id: "title:generic", label: 'Title "Primary datastore" is too generic' },
      { id: "rev:none", label: "Nothing on reversibility" },
      { id: "options:no-cons", label: "No drawback or trade-off vocabulary found" },
    ],
  },
};

const est = await api("POST", "/estimate", payload);
console.log("worst case:", est.hold_credits ?? est.credits, "credits");

payload := map[string]any{
	"project":        "OrderFlow checkout",
	"decision_title": "Primary datastore",
	"material": "Meeting notes 2026-03-11. We need to pick the primary datastore for the new " +
		"OrderFlow checkout service. MySQL is what we run today, but schema migrations block " +
		"deploys and we hit row-lock contention on the orders table at peak. We compared " +
		"PostgreSQL and DynamoDB. PostgreSQL keeps the relational model, adds JSONB for the " +
		"line-item payloads, and builds indexes concurrently. DynamoDB scales without " +
		"babysitting but forces us to model access patterns up front and we lose ad-hoc " +
		"reporting. Leaning PostgreSQL. Ops already runs one Postgres cluster for billing.",
	"options": "PostgreSQL\nDynamoDB\nKeep MySQL",
	"drivers": "Must sustain 3k checkout writes/sec at peak. Migrations must not require " +
		"downtime. Finance needs ad-hoc SQL against orders. Team of 6; two engineers have " +
		"run Postgres in production, none have run DynamoDB.",
	"leaning": "PostgreSQL",
	"context": "Go services on EKS, cutover must land in the Q3 release.",
	"prescan_facts": map[string]any{
		"items": []any{
			map[string]string{"id": "mat:words", "label": "88 words of decision material"},
			map[string]string{"id": "opt:count", "label": "3 options considered"},
		},
		"flags": []any{
			map[string]string{"id": "title:generic", "label": "Title is too generic"},
			map[string]string{"id": "rev:none", "label": "Nothing on reversibility"},
			map[string]string{"id": "options:no-cons", "label": "No trade-off vocabulary found"},
		},
	},
}

var est struct{ HoldCredits int64 `json:"hold_credits"` }
err := call("POST", "/estimate", payload, &est)

// A text block keeps the JSON readable; \\n stays a JSON escape, not a real newline.
String jsonPayload = """
    {"project": "OrderFlow checkout",
     "decision_title": "Primary datastore",
     "material": "Meeting notes 2026-03-11. We need to pick the primary datastore for the new OrderFlow checkout service. MySQL is what we run today, but schema migrations block deploys and we hit row-lock contention on the orders table at peak. We compared PostgreSQL and DynamoDB. PostgreSQL keeps the relational model, adds JSONB for the line-item payloads, and builds indexes concurrently. DynamoDB scales without babysitting but forces us to model access patterns up front and we lose ad-hoc reporting. Leaning PostgreSQL. Ops already runs one Postgres cluster for billing.",
     "options": "PostgreSQL\\nDynamoDB\\nKeep MySQL",
     "drivers": "Must sustain 3k checkout writes/sec at peak. Migrations must not require downtime. Finance needs ad-hoc SQL against orders. Team of 6; two engineers have run Postgres in production, none have run DynamoDB.",
     "leaning": "PostgreSQL",
     "context": "Go services on EKS, cutover must land in the Q3 release.",
     "prescan_facts": {
       "items": [{"id": "mat:words", "label": "88 words of decision material"},
                 {"id": "opt:count", "label": "3 options considered"}],
       "flags": [{"id": "title:generic", "label": "Title is too generic"},
                 {"id": "rev:none", "label": "Nothing on reversibility"},
                 {"id": "options:no-cons", "label": "No trade-off vocabulary found"}]}}
    """;

String envelope = api("POST", "/estimate", jsonPayload);
// worst-case cost is at data.hold_credits

payload = {
  project: "OrderFlow checkout",
  decision_title: "Primary datastore",
  material: "Meeting notes 2026-03-11. We need to pick the primary datastore for the new " \
            "OrderFlow checkout service. MySQL is what we run today, but schema migrations " \
            "block deploys and we hit row-lock contention on the orders table at peak. We " \
            "compared PostgreSQL and DynamoDB. PostgreSQL keeps the relational model, adds " \
            "JSONB for the line-item payloads, and builds indexes concurrently. DynamoDB " \
            "scales without babysitting but forces us to model access patterns up front and " \
            "we lose ad-hoc reporting. Leaning PostgreSQL. Ops already runs one Postgres " \
            "cluster for billing.",
  options: "PostgreSQL\nDynamoDB\nKeep MySQL",
  drivers: "Must sustain 3k checkout writes/sec at peak. Migrations must not require " \
           "downtime. Finance needs ad-hoc SQL against orders. Team of 6; two engineers " \
           "have run Postgres in production, none have run DynamoDB.",
  leaning: "PostgreSQL",
  context: "Go services on EKS, cutover must land in the Q3 release.",
  prescan_facts: {
    items: [{ id: "mat:words", label: "88 words of decision material" },
            { id: "opt:count", label: "3 options considered" }],
    flags: [{ id: "title:generic", label: "Title is too generic" },
            { id: "rev:none", label: "Nothing on reversibility" },
            { id: "options:no-cons", label: "No trade-off vocabulary found" }]
  }
}

est = api("POST", "/estimate", payload)
puts "worst case: #{est["hold_credits"] || est["credits"]} credits"

$payload = [
    "project"        => "OrderFlow checkout",
    "decision_title" => "Primary datastore",
    "material"       => "Meeting notes 2026-03-11. We need to pick the primary datastore for "
                      . "the new OrderFlow checkout service. MySQL is what we run today, but "
                      . "schema migrations block deploys and we hit row-lock contention on the "
                      . "orders table at peak. We compared PostgreSQL and DynamoDB. PostgreSQL "
                      . "keeps the relational model, adds JSONB for the line-item payloads, and "
                      . "builds indexes concurrently. DynamoDB scales without babysitting but "
                      . "forces us to model access patterns up front and we lose ad-hoc "
                      . "reporting. Leaning PostgreSQL. Ops already runs one Postgres cluster "
                      . "for billing.",
    "options"        => "PostgreSQL\nDynamoDB\nKeep MySQL",
    "drivers"        => "Must sustain 3k checkout writes/sec at peak. Migrations must not "
                      . "require downtime. Finance needs ad-hoc SQL against orders. Team of 6; "
                      . "two engineers have run Postgres in production, none have run DynamoDB.",
    "leaning"        => "PostgreSQL",
    "context"        => "Go services on EKS, cutover must land in the Q3 release.",
    "prescan_facts"  => [
        "items" => [
            ["id" => "mat:words", "label" => "88 words of decision material"],
            ["id" => "opt:count", "label" => "3 options considered"],
        ],
        "flags" => [
            ["id" => "title:generic", "label" => "Title is too generic"],
            ["id" => "rev:none", "label" => "Nothing on reversibility"],
            ["id" => "options:no-cons", "label" => "No trade-off vocabulary found"],
        ],
    ],
];

$est = api("POST", "/estimate", $payload);
echo "worst case: " . ($est["hold_credits"] ?? $est["credits"]) . " credits\n";

var payload = new {
    project = "OrderFlow checkout",
    decision_title = "Primary datastore",
    material = "Meeting notes 2026-03-11. We need to pick the primary datastore for the new " +
               "OrderFlow checkout service. MySQL is what we run today, but schema migrations " +
               "block deploys and we hit row-lock contention on the orders table at peak. We " +
               "compared PostgreSQL and DynamoDB. PostgreSQL keeps the relational model, adds " +
               "JSONB for the line-item payloads, and builds indexes concurrently. DynamoDB " +
               "scales without babysitting but forces us to model access patterns up front and " +
               "we lose ad-hoc reporting. Leaning PostgreSQL. Ops already runs one Postgres " +
               "cluster for billing.",
    options = "PostgreSQL\nDynamoDB\nKeep MySQL",
    drivers = "Must sustain 3k checkout writes/sec at peak. Migrations must not require " +
              "downtime. Finance needs ad-hoc SQL against orders. Team of 6; two engineers " +
              "have run Postgres in production, none have run DynamoDB.",
    leaning = "PostgreSQL",
    context = "Go services on EKS, cutover must land in the Q3 release.",
    prescan_facts = new {
        items = new[] {
            new { id = "mat:words", label = "88 words of decision material" },
            new { id = "opt:count", label = "3 options considered" },
        },
        flags = new[] {
            new { id = "title:generic", label = "Title is too generic" },
            new { id = "rev:none", label = "Nothing on reversibility" },
            new { id = "options:no-cons", label = "No trade-off vocabulary found" },
        },
    },
};

var est = await SkillSafe.ApiAsync(HttpMethod.Post, "/estimate", payload);
Console.WriteLine($"worst case: {est.GetProperty("hold_credits")} credits");

JOB_ID=$(curl -s -X POST "$API/run" \
  -H "Authorization: Bearer $TOKEN" -H "Content-Type: application/json" \
  -H "Idempotency-Key: adr-$(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

# unwrap the review once, then read it
echo "$JOB" | jq -r '.data.output.output' > review.json

jq -r '
  "\(.review_name) [\(.posture)]: \(.verdict)",
  "",
  "SECTION AUDIT",
  (.section_audit[] | "  \(.section) [\(.status)] - \(.reading)"),
  "",
  "FINDINGS",
  (.findings[] | "  [\(.priority)] \(.id) \(.category) \(.section): \(.problem)"),
  "",
  "DRAFTED ADR",
  "  # \(.adr.title)  (\(.adr.status))",
  "  Drivers:      \(.adr.decision_drivers | join("; "))",
  (.adr.options[] | "  Option \(.name): +\(.pros | join(", ")) / -\(.cons | join(", "))"),
  "  Decision:     \(.adr.decision)",
  "  Positive:     \(.adr.consequences.positive | join("; "))",
  "  Negative:     \(.adr.consequences.negative | join("; "))",
  "  Neutral:      \(.adr.consequences.neutral | join("; "))",
  "  Confirmation: \(.adr.confirmation)",
  "",
  "OPTIONS ANALYSIS",
  (.options_analysis[] | "  \(.option) [\(.verdict)] - \(.reason)"),
  "",
  "QUICK WINS",
  (.quick_wins[] | "  - \(.)"),
  "",
  "FOCUS AREAS",
  (.focus_areas[] | "  \(.area) - \(.why)"),
  "",
  "COVERAGE",
  (.coverage_check[] | "  \(.id): \(if .addressed then "ok" else "SET ASIDE" end) - \(.note)")' \
  review.json

# fail the pipeline on anything critical
jq -e '[.findings[] | select(.priority == "critical")] | length == 0' review.json > /dev/null \
  || { echo "critical findings present"; exit 1; }

# and on a record that still carries TODO placeholders
jq -e '[.. | strings | select(test("\\[TODO"))] | length == 0' review.json > /dev/null \
  || { echo "drafted ADR still has TODO placeholders"; exit 1; }

import time

job_id = api("POST", "/run", payload,
             **{"Idempotency-Key": "adr-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

print(f'{review["review_name"]} [{review["posture"]}]: {review["verdict"]}')
for s in review["section_audit"]:
    print(f'  {s["section"]:<20} {s["status"]:<9} {s["reading"]}')
for f in review["findings"]:
    print(f'  [{f["priority"]:>8}] {f["id"]} {f["category"]} / {f["section"]}')
    print(f'      L:{f["likelihood"]}/S:{f["severity"]} {f["problem"]}')
    print(f'      fix: {f["fix"]}')
    if f.get("snippet"):
        print("      snippet:", f["snippet"].splitlines()[0], "...")

adr = review["adr"]
print(f'\n# {adr["title"]} ({adr["status"]})')
print("Drivers:", "; ".join(adr["decision_drivers"]))
for o in adr["options"]:
    print(f'  {o["name"]}: +{len(o["pros"])} pros / -{len(o["cons"])} cons')
print("Decision:", adr["decision"])
for kind in ("positive", "negative", "neutral"):
    for c in adr["consequences"].get(kind, []):
        print(f'  {kind}: {c}')
print("Confirmation:", adr["confirmation"])

for o in review["options_analysis"]:
    print(f'  {o["option"]} [{o["verdict"]}] - {o["reason"]}')
for w in review["quick_wins"]:
    print("  win:", w)
for a in review["focus_areas"]:
    print(f'  focus {a["area"]} {a["finding_ids"]} - {a["why"]}')
for c in review["coverage_check"]:
    print(f'  {c["id"]}: {"ok" if c["addressed"] else "SET ASIDE"} - {c["note"]}')

with open("review.json", "w", encoding="utf-8") as fh:
    json.dump(review, fh, indent=2)

critical = [f for f in review["findings"] if f["priority"] == "critical"]
if critical:
    raise SystemExit(f"{len(critical)} critical finding(s)")

import { writeFileSync } from "node:fs";

const { job_id } = await api("POST", "/run", payload,
  { "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;

console.log(`${review.review_name} [${review.posture}]: ${review.verdict}`);
for (const s of review.section_audit) {
  console.log(`  ${s.section} [${s.status}]: ${s.reading}`);
}
for (const f of review.findings) {
  console.log(`  [${f.priority}] ${f.id} ${f.category} / ${f.section}`);
  console.log(`      L:${f.likelihood}/S:${f.severity} - ${f.fix}`);
}

const adr = review.adr;
console.log(`\n# ${adr.title} (${adr.status})`);
console.log("Drivers:", adr.decision_drivers.join("; "));
for (const o of adr.options) {
  console.log(`  ${o.name}: ${o.pros.length} pros / ${o.cons.length} cons`);
}
console.log("Decision:", adr.decision);
for (const kind of ["positive", "negative", "neutral"]) {
  for (const c of adr.consequences[kind] ?? []) console.log(`  ${kind}: ${c}`);
}
console.log("Confirmation:", adr.confirmation);

for (const o of review.options_analysis) console.log(`  ${o.option} [${o.verdict}] - ${o.reason}`);
for (const w of review.quick_wins) console.log(`  win: ${w}`);
for (const a of review.focus_areas) {
  console.log(`  focus ${a.area} (${a.finding_ids.join(", ")}): ${a.why}`);
}
for (const c of review.coverage_check) {
  console.log(`  ${c.id}: ${c.addressed ? "ok" : "SET ASIDE"} - ${c.note}`);
}

writeFileSync("review.json", JSON.stringify(review, null, 2));

const critical = review.findings.filter((f) => f.priority === "critical");
if (critical.length) process.exitCode = 1;

var started struct{ JobID string `json:"job_id"` }
if err := call("POST", "/run", payload, &started); err != nil {
	log.Fatal(err)
}

var job struct {
	Status string          `json:"status"`
	Error  string          `json:"error"`
	Output json.RawMessage `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)
}

// job.Output is {"output": "<json string>"} — unwrap, then unmarshal:
type Review struct {
	ReviewName    string   `json:"review_name"`
	Posture       string   `json:"posture"`
	Verdict       string   `json:"verdict"`
	ExecSummary   string   `json:"exec_summary"`
	Assumptions   []string `json:"assumptions"`
	OpenQuestions []string `json:"open_questions"`
	SectionAudit  []struct {
		Section, Status, Reading string
	} `json:"section_audit"`
	Findings []struct {
		ID, Category, Severity, Likelihood, Priority string
		Section, Problem, Impact, Fix, Snippet       string
	} `json:"findings"`
	ADR struct {
		Title           string   `json:"title"`
		Status          string   `json:"status"`
		Context         string   `json:"context"`
		DecisionDrivers []string `json:"decision_drivers"`
		Options         []struct {
			Name string   `json:"name"`
			Pros []string `json:"pros"`
			Cons []string `json:"cons"`
		} `json:"options"`
		Decision     string `json:"decision"`
		Consequences struct {
			Positive []string `json:"positive"`
			Negative []string `json:"negative"`
			Neutral  []string `json:"neutral"`
		} `json:"consequences"`
		Confirmation string `json:"confirmation"`
	} `json:"adr"`
	OptionsAnalysis []struct {
		Option, Verdict, Reason string
	} `json:"options_analysis"`
	CoverageCheck []struct {
		ID, Note  string
		Addressed bool
	} `json:"coverage_check"`
	QuickWins  []string `json:"quick_wins"`
	FocusAreas []struct {
		Area, Why  string
		FindingIDs []string `json:"finding_ids"`
	} `json:"focus_areas"`
	Summary string `json:"summary"`
}
var wrapper struct{ Output string `json:"output"` }
json.Unmarshal(job.Output, &wrapper)
var review Review
json.Unmarshal([]byte(wrapper.Output), &review)

fmt.Printf("%s [%s]: %s\n", review.ReviewName, review.Posture, review.Verdict)
for _, s := range review.SectionAudit {
	fmt.Printf("  %s [%s]: %s\n", s.Section, s.Status, s.Reading)
}
for _, f := range review.Findings {
	fmt.Printf("  [%s] %s %s %s: %s\n", f.Priority, f.ID, f.Category, f.Section, f.Problem)
}
fmt.Printf("\n# %s (%s)\n", review.ADR.Title, review.ADR.Status)
fmt.Println("Drivers:", strings.Join(review.ADR.DecisionDrivers, "; "))
for _, o := range review.ADR.Options {
	fmt.Printf("  %s: %d pros / %d cons\n", o.Name, len(o.Pros), len(o.Cons))
}
fmt.Println("Decision:", review.ADR.Decision)
fmt.Println("Negative:", strings.Join(review.ADR.Consequences.Negative, "; "))
for _, a := range review.FocusAreas {
	fmt.Printf("  focus %s %v: %s\n", a.Area, a.FindingIDs, a.Why)
}
os.WriteFile("review.json", []byte(wrapper.Output), 0o644)

String envelope = api("POST", "/run", jsonPayload);
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 at data.output.output as a JSON string — parse it again, then read
// review_name, posture, verdict, exec_summary, assumptions[], open_questions[],
// section_audit[] (section/status/reading),
// findings[] (id/category/severity/likelihood/priority/section/problem/impact/fix/snippet),
// adr (title, status, context, decision_drivers[], options[{name, pros[], cons[]}],
//   decision, consequences{positive[], negative[], neutral[]}, confirmation),
// options_analysis[] (option/verdict/reason), coverage_check[] (id/addressed/note),
// quick_wins[], focus_areas[] (area/why/finding_ids[]) and summary.
// Finally keep the review on disk:
//   Files.writeString(Path.of("review.json"), reviewJson);

started = api("POST", "/run", payload)

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

puts "#{review["review_name"]} [#{review["posture"]}]: #{review["verdict"]}"
review["section_audit"].each { |s| puts "  #{s["section"]} [#{s["status"]}]: #{s["reading"]}" }
review["findings"].each do |f|
  puts "  [#{f["priority"]}] #{f["id"]} #{f["category"]} / #{f["section"]}"
  puts "      L:#{f["likelihood"]}/S:#{f["severity"]} - #{f["fix"]}"
end

adr = review["adr"]
puts "\n# #{adr["title"]} (#{adr["status"]})"
puts "Drivers: #{adr["decision_drivers"].join("; ")}"
adr["options"].each { |o| puts "  #{o["name"]}: #{o["pros"].size} pros / #{o["cons"].size} cons" }
puts "Decision: #{adr["decision"]}"
%w[positive negative neutral].each do |kind|
  (adr["consequences"][kind] || []).each { |c| puts "  #{kind}: #{c}" }
end
puts "Confirmation: #{adr["confirmation"]}"

review["options_analysis"].each { |o| puts "  #{o["option"]} [#{o["verdict"]}] - #{o["reason"]}" }
review["quick_wins"].each { |w| puts "  win: #{w}" }
review["focus_areas"].each { |a| puts "  focus #{a["area"]} #{a["finding_ids"].join(", ")}" }
review["coverage_check"].each { |c| puts "  #{c["id"]}: #{c["addressed"] ? "ok" : "SET ASIDE"}" }

File.write("review.json", JSON.pretty_generate(review))
exit 1 if review["findings"].any? { |f| f["priority"] == "critical" }

$started = api("POST", "/run", $payload);

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;

echo "{$review['review_name']} [{$review['posture']}]: {$review['verdict']}\n";
foreach ($review["section_audit"] as $s) {
    echo "  {$s['section']} [{$s['status']}]: {$s['reading']}\n";
}
foreach ($review["findings"] as $f) {
    echo "  [{$f['priority']}] {$f['id']} {$f['category']} / {$f['section']}\n";
    echo "      L:{$f['likelihood']}/S:{$f['severity']} - {$f['fix']}\n";
}

$adr = $review["adr"];
echo "\n# {$adr['title']} ({$adr['status']})\n";
echo "Drivers: " . implode("; ", $adr["decision_drivers"]) . "\n";
foreach ($adr["options"] as $o) {
    echo "  {$o['name']}: " . count($o["pros"]) . " pros / " . count($o["cons"]) . " cons\n";
}
echo "Decision: {$adr['decision']}\n";
foreach (["positive", "negative", "neutral"] as $kind) {
    foreach ($adr["consequences"][$kind] ?? [] as $c) {
        echo "  $kind: $c\n";
    }
}
echo "Confirmation: {$adr['confirmation']}\n";

foreach ($review["options_analysis"] as $o) {
    echo "  {$o['option']} [{$o['verdict']}] - {$o['reason']}\n";
}
foreach ($review["quick_wins"] as $w) {
    echo "  win: $w\n";
}
foreach ($review["focus_areas"] as $a) {
    echo "  focus {$a['area']}: " . implode(", ", $a["finding_ids"]) . "\n";
}
foreach ($review["coverage_check"] as $c) {
    echo "  {$c['id']}: " . ($c["addressed"] ? "ok" : "SET ASIDE") . "\n";
}

file_put_contents("review.json", json_encode($review, JSON_PRETTY_PRINT));

var started = await SkillSafe.ApiAsync(HttpMethod.Post, "/run", payload);
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 rawText = job.GetProperty("output").GetProperty("output").GetString();
using var doc = JsonDocument.Parse(rawText!);
var review = doc.RootElement;

Console.WriteLine($"{review.GetProperty("review_name")} " +
                  $"[{review.GetProperty("posture")}]: {review.GetProperty("verdict")}");
foreach (var s in review.GetProperty("section_audit").EnumerateArray())
{
    Console.WriteLine($"  {s.GetProperty("section")} [{s.GetProperty("status")}]: " +
                      $"{s.GetProperty("reading")}");
}
foreach (var f in review.GetProperty("findings").EnumerateArray())
{
    Console.WriteLine($"  [{f.GetProperty("priority")}] {f.GetProperty("id")} " +
                      $"{f.GetProperty("category")} / {f.GetProperty("section")} " +
                      $"(L:{f.GetProperty("likelihood")}/S:{f.GetProperty("severity")})");
}

var adr = review.GetProperty("adr");
Console.WriteLine($"\n# {adr.GetProperty("title")} ({adr.GetProperty("status")})");
foreach (var d in adr.GetProperty("decision_drivers").EnumerateArray())
    Console.WriteLine($"  driver: {d}");
foreach (var o in adr.GetProperty("options").EnumerateArray())
    Console.WriteLine($"  option {o.GetProperty("name")}: " +
                      $"{o.GetProperty("pros").GetArrayLength()} pros / " +
                      $"{o.GetProperty("cons").GetArrayLength()} cons");
Console.WriteLine($"  decision: {adr.GetProperty("decision")}");
foreach (var c in adr.GetProperty("consequences").GetProperty("negative").EnumerateArray())
    Console.WriteLine($"  negative: {c}");
foreach (var a in review.GetProperty("focus_areas").EnumerateArray())
    Console.WriteLine($"  focus {a.GetProperty("area")}: {a.GetProperty("why")}");

await File.WriteAllTextAsync("review.json", rawText!);

# -N disables buffering so events print as they arrive
curl -N -s -X POST "$API/run-stream" \
  -H "Authorization: Bearer $TOKEN" -H "Content-Type: application/json" \
  -H "Idempotency-Key: adr-$(date +%s)" \
  -d @input.json

# event: job
# data: {"job_id":"job_...","status":"running"}
#
# event: delta
# data: {"text":"{\"review_name\":\"Primary datastore for"}
# ...
# event: done
# data: {"job_id":"job_...","status":"succeeded","charged_credits":612,"output":{"output":"{...}"}}

import json, requests

result = None
with requests.post(
    API + "/run-stream",
    headers={"Authorization": f"Bearer {TOKEN}",
             "Idempotency-Key": "adr-001"},
    json=payload,
    stream=True,
) as r:
    r.raise_for_status()
    event = None
    for line in r.iter_lines(decode_unicode=True):
        if not line:
            continue
        if line.startswith("event:"):
            event = line[len("event:"):].strip()
        elif line.startswith("data:"):
            data = json.loads(line[len("data:"):].strip())
            if event == "delta":
                print(".", end="", flush=True)          # live progress
            elif event == "done":
                result = data
            elif event == "error":
                raise RuntimeError(data.get("message", "run failed"))

review = json.loads(result["output"]["output"])            # authoritative
print("charged:", result["charged_credits"], "-", review["review_name"])
print("posture:", review["posture"])
for f in review["findings"]:
    print(f'  [{f["priority"]}] {f["id"]} {f["section"]}: {f["problem"]}')
print("ADR title:", review["adr"]["title"])
print("negatives:", "; ".join(review["adr"]["consequences"]["negative"]))
with open("review.json", "w", encoding="utf-8") as fh:
    json.dump(review, fh, indent=2)

const res = await fetch(API + "/run-stream", {
  method: "POST",
  headers: {
    Authorization: `Bearer ${TOKEN}`,
    "Content-Type": "application/json",
    "Idempotency-Key": crypto.randomUUID(),
  },
  body: JSON.stringify(payload),
});

const reader = res.body.getReader();
const decoder = new TextDecoder();
let buf = "", done = null;

for (;;) {
  const chunk = await reader.read();
  if (chunk.done) break;
  buf += decoder.decode(chunk.value, { stream: true });
  const frames = buf.split("\n\n");
  buf = frames.pop();
  for (const frame of frames) {
    const name = /^event:\s*(.+)$/m.exec(frame)?.[1];
    const body = /^data:\s*(.+)$/m.exec(frame)?.[1];
    if (!name || !body) continue;
    const data = JSON.parse(body);
    if (name === "delta") process.stdout.write(".");   // live progress
    if (name === "done") done = data;
    if (name === "error") throw new Error(data.message ?? "run failed");
  }
}

const review = JSON.parse(done.output.output);
console.log(`\n${done.charged_credits} credits - ${review.review_name} [${review.posture}]`);
for (const f of review.findings) console.log(`  [${f.priority}] ${f.id} ${f.section}`);
console.log("ADR title:", review.adr.title);
console.log("negatives:", review.adr.consequences.negative.join("; "));
writeFileSync("review.json", JSON.stringify(review, null, 2));

body, _ := json.Marshal(payload)
req, _ := http.NewRequest("POST", API+"/run-stream", bytes.NewReader(body))
req.Header.Set("Authorization", "Bearer "+token)
req.Header.Set("Content-Type", "application/json")
req.Header.Set("Idempotency-Key", "adr-001")

res, err := http.DefaultClient.Do(req)
if err != nil {
	log.Fatal(err)
}
defer res.Body.Close()

var event string
var final map[string]any
sc := bufio.NewScanner(res.Body)
sc.Buffer(make([]byte, 0, 64*1024), 4*1024*1024)
for sc.Scan() {
	line := sc.Text()
	switch {
	case strings.HasPrefix(line, "event:"):
		event = strings.TrimSpace(strings.TrimPrefix(line, "event:"))
	case strings.HasPrefix(line, "data:"):
		var data map[string]any
		json.Unmarshal([]byte(strings.TrimPrefix(line, "data:")), &data)
		switch event {
		case "delta":
			fmt.Print(".") // live progress
		case "done":
			final = data
		case "error":
			log.Fatal(data["message"])
		}
	}
}
// final["output"].(map[string]any)["output"].(string) is the review JSON —
// unmarshal it into the Review struct from step 4, then write it to review.json.

// Java 17+ — read the stream line by line instead of buffering the body.
var req = HttpRequest.newBuilder(URI.create(API + "/run-stream"))
    .header("Authorization", "Bearer " + TOKEN)
    .header("Content-Type", "application/json")
    .header("Idempotency-Key", "adr-001")
    .POST(HttpRequest.BodyPublishers.ofString(jsonPayload))
    .build();

var res = HTTP.send(req, HttpResponse.BodyHandlers.ofLines());
String event = null, done = null;
for (String line : (Iterable<String>) res.body()::iterator) {
    if (line.startsWith("event:")) {
        event = line.substring(6).trim();
    } else if (line.startsWith("data:")) {
        String data = line.substring(5).trim();
        if ("delta".equals(event)) System.out.print(".");   // live progress
        else if ("done".equals(event)) done = data;
        else if ("error".equals(event)) throw new RuntimeException(data);
    }
}
// parse `done`, then parse data.output.output again — it is a JSON string holding
// review_name, posture, verdict, section_audit[], findings[], adr (with options[],
// consequences and confirmation), options_analysis[], coverage_check[], quick_wins[],
// focus_areas[] and the rest.

require "net/http"
require "json"

uri = URI(API + "/run-stream")
req = Net::HTTP::Post.new(uri)
req["Authorization"] = "Bearer #{TOKEN}"
req["Content-Type"] = "application/json"
req["Idempotency-Key"] = "adr-001"
req.body = payload.to_json

event = nil
done = nil
Net::HTTP.start(uri.host, uri.port, use_ssl: true) do |http|
  http.request(req) do |res|
    res.read_body do |chunk|
      chunk.each_line do |line|
        line = line.strip
        if line.start_with?("event:")
          event = line.delete_prefix("event:").strip
        elsif line.start_with?("data:")
          data = JSON.parse(line.delete_prefix("data:").strip)
          case event
          when "delta" then print "."           # live progress
          when "done"  then done = data
          when "error" then raise (data["message"] || "run failed")
          end
        end
      end
    end
  end
end

review = JSON.parse(done["output"]["output"])
puts "\n#{done["charged_credits"]} credits - #{review["review_name"]} [#{review["posture"]}]"
review["findings"].each { |f| puts "  [#{f["priority"]}] #{f["id"]} #{f["section"]}" }
puts "ADR title: #{review["adr"]["title"]}"
puts "negatives: #{review["adr"]["consequences"]["negative"].join("; ")}"
File.write("review.json", JSON.pretty_generate(review))

$event = null;
$done  = null;

$ch = curl_init(API . "/run-stream");
curl_setopt_array($ch, [
    CURLOPT_POST       => true,
    CURLOPT_HTTPHEADER => [
        "Authorization: Bearer $TOKEN",
        "Content-Type: application/json",
        "Idempotency-Key: adr-001",
    ],
    CURLOPT_POSTFIELDS => json_encode($payload),
    CURLOPT_WRITEFUNCTION => function ($ch, $chunk) use (&$event, &$done) {
        foreach (explode("\n", $chunk) as $line) {
            $line = trim($line);
            if (str_starts_with($line, "event:")) {
                $event = trim(substr($line, 6));
            } elseif (str_starts_with($line, "data:")) {
                $data = json_decode(trim(substr($line, 5)), true);
                if ($event === "delta") { echo "."; }        // live progress
                elseif ($event === "done") { $done = $data; }
                elseif ($event === "error") { throw new Exception($data["message"] ?? "run failed"); }
            }
        }
        return strlen($chunk);
    },
]);
curl_exec($ch);
curl_close($ch);

$review = json_decode($done["output"]["output"], true);
echo "\n{$done['charged_credits']} credits - {$review['review_name']} [{$review['posture']}]\n";
foreach ($review["findings"] as $f) {
    echo "  [{$f['priority']}] {$f['id']} {$f['section']}\n";
}
echo "ADR title: {$review['adr']['title']}\n";
echo "negatives: " . implode("; ", $review["adr"]["consequences"]["negative"]) . "\n";
file_put_contents("review.json", json_encode($review, JSON_PRETTY_PRINT));

var req = new HttpRequestMessage(HttpMethod.Post, Api + "/run-stream") {
    Content = JsonContent.Create(payload),
};
req.Headers.Add("Idempotency-Key", "adr-001");

using var res = await Http.SendAsync(req, HttpCompletionOption.ResponseHeadersRead);
using var reader = new StreamReader(await res.Content.ReadAsStreamAsync());

string? evt = null, done = null;
while (await reader.ReadLineAsync() is { } line)
{
    if (line.StartsWith("event:")) evt = line[6..].Trim();
    else if (line.StartsWith("data:"))
    {
        var data = line[5..].Trim();
        if (evt == "delta") Console.Write(".");            // live progress
        else if (evt == "done") done = data;
        else if (evt == "error") throw new Exception(data);
    }
}

using var final = JsonDocument.Parse(done!);
var text = final.RootElement.GetProperty("output").GetProperty("output").GetString();
using var reviewDoc = JsonDocument.Parse(text!);
var review = reviewDoc.RootElement;
Console.WriteLine($"{review.GetProperty("review_name")} [{review.GetProperty("posture")}]");
foreach (var f in review.GetProperty("findings").EnumerateArray())
    Console.WriteLine($"  [{f.GetProperty("priority")}] {f.GetProperty("id")} {f.GetProperty("section")}");
Console.WriteLine($"ADR title: {review.GetProperty("adr").GetProperty("title")}");
await File.WriteAllTextAsync("review.json", text!);