Click Audit — 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":"click-audit"}' | jq -r '.data.token'

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

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

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

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

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

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

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

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");

cat > paste.tsx <<'CODE'
// file: src/store/mailStore.ts
export const useMail = create((set) => ({
  composeMode: false, selectedThreadId: null,
  setComposeMode: (v) => set({ composeMode: v }),
  selectThread: (id) => set({ selectedThreadId: id, composeMode: false }),
}));

// file: src/components/ThreadList.tsx
const onNew = () => { setComposeMode(true); selectThread(null); };
return <button onClick={onNew}>New message</button>;
CODE

jq -n --rawfile code paste.tsx \
  '{code: $code,
    stack: "react-zustand",
    scope: "page",
    intent: "The New message button does nothing once a thread is open.",
    prescan_facts: {
      stores: [{id: "action:usemail.selectthread",
                label: "useMail.selectThread sets {selectedThreadId} clears {composeMode}"}],
      touchpoints: [{id: "tp:new-message-9",
                     label: "New message [onClick ThreadList.tsx:9]"}],
      flags: [{id: "undo:new-message-composemode",
               label: "New message sets composeMode, then selectThread clears it"}]
    }}' > input.json

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

CODE = """// file: src/store/mailStore.ts
export const useMail = create((set) => ({
  composeMode: false, selectedThreadId: null,
  setComposeMode: (v) => set({ composeMode: v }),
  selectThread: (id) => set({ selectedThreadId: id, composeMode: false }),
}));

// file: src/components/ThreadList.tsx
const onNew = () => { setComposeMode(true); selectThread(null); };
return <button onClick={onNew}>New message</button>;
"""

payload = {
    "code": CODE,
    "stack": "react-zustand",
    "scope": "page",
    "intent": "The New message button does nothing once a thread is open.",
    "prescan_facts": {
        "stores": [{"id": "action:usemail.selectthread",
                    "label": "useMail.selectThread sets {selectedThreadId} clears {composeMode}"}],
        "touchpoints": [{"id": "tp:new-message-9",
                         "label": "New message [onClick ThreadList.tsx:9]"}],
        "flags": [{"id": "undo:new-message-composemode",
                   "label": "New message sets composeMode, then selectThread clears it"}],
    },
}

est = api("POST", "/estimate", payload)
print(est["model"], est.get("model_alias"), "markup", est.get("markup_bps"), "bps")
print("worst case:", est.get("hold_credits", est.get("credits")), "credits",
      "| minimum to start:", est.get("min_credits"))

const code = [
  '// file: src/store/mailStore.ts',
  'export const useMail = create((set) => ({',
  '  composeMode: false, selectedThreadId: null,',
  '  setComposeMode: (v) => set({ composeMode: v }),',
  '  selectThread: (id) => set({ selectedThreadId: id, composeMode: false }),',
  '}));',
  '',
  '// file: src/components/ThreadList.tsx',
  'const onNew = () => { setComposeMode(true); selectThread(null); };',
  'return <button onClick={onNew}>New message</button>;',
].join("\n");

const payload = {
  code,
  stack: "react-zustand",
  scope: "page",
  intent: "The New message button does nothing once a thread is open.",
  prescan_facts: {
    stores: [{ id: "action:usemail.selectthread",
               label: "useMail.selectThread sets {selectedThreadId} clears {composeMode}" }],
    touchpoints: [{ id: "tp:new-message-9",
                    label: "New message [onClick ThreadList.tsx:9]" }],
    flags: [{ id: "undo:new-message-composemode",
              label: "New message sets composeMode, then selectThread clears it" }],
  },
};

const est = await api("POST", "/estimate", payload);
console.log(est.model, est.model_alias, "markup", est.markup_bps, "bps");
console.log("worst case:", est.hold_credits ?? est.credits, "credits",
            "| minimum to start:", est.min_credits);

const code = `// file: src/store/mailStore.ts
export const useMail = create((set) => ({
  composeMode: false, selectedThreadId: null,
  setComposeMode: (v) => set({ composeMode: v }),
  selectThread: (id) => set({ selectedThreadId: id, composeMode: false }),
}));

// file: src/components/ThreadList.tsx
const onNew = () => { setComposeMode(true); selectThread(null); };
return <button onClick={onNew}>New message</button>;`

payload := map[string]any{
	"code":   code,
	"stack":  "react-zustand",
	"scope":  "page",
	"intent": "The New message button does nothing once a thread is open.",
	"prescan_facts": map[string]any{
		"stores": []any{map[string]string{
			"id":    "action:usemail.selectthread",
			"label": "useMail.selectThread sets {selectedThreadId} clears {composeMode}",
		}},
		"touchpoints": []any{map[string]string{
			"id": "tp:new-message-9", "label": "New message [onClick ThreadList.tsx:9]",
		}},
		"flags": []any{map[string]string{
			"id":    "undo:new-message-composemode",
			"label": "New message sets composeMode, then selectThread clears it",
		}},
	},
}

var est struct {
	Model       string `json:"model"`
	ModelAlias  string `json:"model_alias"`
	MarkupBps   int64  `json:"markup_bps"`
	HoldCredits int64  `json:"hold_credits"`
	MinCredits  int64  `json:"min_credits"`
}
err := call("POST", "/estimate", payload, &est)

String code = """
    // file: src/store/mailStore.ts
    export const useMail = create((set) => ({
      composeMode: false, selectedThreadId: null,
      setComposeMode: (v) => set({ composeMode: v }),
      selectThread: (id) => set({ selectedThreadId: id, composeMode: false }),
    }));

    // file: src/components/ThreadList.tsx
    const onNew = () => { setComposeMode(true); selectThread(null); };
    return <button onClick={onNew}>New message</button>;
    """;

String jsonPayload = """
    {"code": %s,
     "stack": "react-zustand",
     "scope": "page",
     "intent": "The New message button does nothing once a thread is open.",
     "prescan_facts": {
       "stores": [{"id": "action:usemail.selectthread",
                   "label": "useMail.selectThread clears composeMode"}],
       "touchpoints": [{"id": "tp:new-message-9", "label": "New message"}],
       "flags": [{"id": "undo:new-message-composemode",
                  "label": "New message sets composeMode, then selectThread clears it"}]
     }}
    """.formatted(toJsonString(code));

String envelope = api("POST", "/estimate", jsonPayload);
// data.model, data.model_alias, data.markup_bps, data.hold_credits, data.min_credits

CODE = <<~JS
  // file: src/store/mailStore.ts
  export const useMail = create((set) => ({
    composeMode: false, selectedThreadId: null,
    setComposeMode: (v) => set({ composeMode: v }),
    selectThread: (id) => set({ selectedThreadId: id, composeMode: false }),
  }));

  // file: src/components/ThreadList.tsx
  const onNew = () => { setComposeMode(true); selectThread(null); };
  return <button onClick={onNew}>New message</button>;
JS

payload = { code: CODE,
            stack: "react-zustand",
            scope: "page",
            intent: "The New message button does nothing once a thread is open.",
            prescan_facts: {
              stores: [{ id: "action:usemail.selectthread",
                         label: "useMail.selectThread sets {selectedThreadId} clears {composeMode}" }],
              touchpoints: [{ id: "tp:new-message-9",
                              label: "New message [onClick ThreadList.tsx:9]" }],
              flags: [{ id: "undo:new-message-composemode",
                        label: "New message sets composeMode, then selectThread clears it" }]
            } }

est = api("POST", "/estimate", payload)
puts "#{est["model"]} (#{est["model_alias"]}) markup #{est["markup_bps"]} bps"
puts "worst case: #{est["hold_credits"] || est["credits"]} credits, min #{est["min_credits"]}"

$code = <<<'JS'
// file: src/store/mailStore.ts
export const useMail = create((set) => ({
  composeMode: false, selectedThreadId: null,
  setComposeMode: (v) => set({ composeMode: v }),
  selectThread: (id) => set({ selectedThreadId: id, composeMode: false }),
}));

// file: src/components/ThreadList.tsx
const onNew = () => { setComposeMode(true); selectThread(null); };
return <button onClick={onNew}>New message</button>;
JS;

$payload = [
    "code"   => $code,
    "stack"  => "react-zustand",
    "scope"  => "page",
    "intent" => "The New message button does nothing once a thread is open.",
    "prescan_facts" => [
        "stores" => [["id" => "action:usemail.selectthread",
                      "label" => "useMail.selectThread clears composeMode"]],
        "touchpoints" => [["id" => "tp:new-message-9", "label" => "New message"]],
        "flags" => [["id" => "undo:new-message-composemode",
                     "label" => "New message sets composeMode, then selectThread clears it"]],
    ],
];

$est = api("POST", "/estimate", $payload);
echo "{$est['model']} ({$est['model_alias']}) markup {$est['markup_bps']} bps\n";
echo "worst case: " . ($est["hold_credits"] ?? $est["credits"]) .
     " credits, min {$est['min_credits']}\n";

var code = """
    // file: src/store/mailStore.ts
    export const useMail = create((set) => ({
      composeMode: false, selectedThreadId: null,
      setComposeMode: (v) => set({ composeMode: v }),
      selectThread: (id) => set({ selectedThreadId: id, composeMode: false }),
    }));

    // file: src/components/ThreadList.tsx
    const onNew = () => { setComposeMode(true); selectThread(null); };
    return <button onClick={onNew}>New message</button>;
    """;

var payload = new {
    code,
    stack = "react-zustand",
    scope = "page",
    intent = "The New message button does nothing once a thread is open.",
    prescan_facts = new {
        stores = new[] { new { id = "action:usemail.selectthread",
                               label = "useMail.selectThread clears composeMode" } },
        touchpoints = new[] { new { id = "tp:new-message-9", label = "New message" } },
        flags = new[] { new { id = "undo:new-message-composemode",
                              label = "New message sets composeMode, then selectThread clears it" } },
    },
};

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

JOB_ID=$(curl -s -X POST "$API/run" \
  -H "Authorization: Bearer $TOKEN" -H "Content-Type: application/json" \
  -H "Idempotency-Key: ca-$(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 audit once, then read it
echo "$JOB" | jq -r '.data.output.output' > audit.json

jq -r '
  "\(.audit_name) [\(.posture)]: \(.verdict)",
  "",
  "STORE MAP",
  (.store_map[] | "  \(.store).\(.action) sets {\(.sets | join(", "))} clears {\(.resets | join(", "))} [\(.danger)]"),
  "",
  "TOUCHPOINTS",
  (.touchpoints[] | "  \(.id) \(.label) (\(.location)) -> \(.verdict)"),
  "",
  "FINDINGS",
  (.findings[] | "  [\(.severity)] \(.id) \(.pattern) \(.touchpoint): \(.actual)"),
  "",
  "QUICK WINS",
  (.quick_wins[] | "  - \(.)"),
  "",
  "COVERAGE",
  (.coverage_check[] | "  \(.id): \(if .addressed then "ok" else "SET ASIDE" end) - \(.note)")' \
  audit.json

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

import time

job_id = api("POST", "/run", payload,
             **{"Idempotency-Key": "ca-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"]
audit = json.loads(raw) if isinstance(raw, str) else raw

print(f'{audit["audit_name"]} [{audit["posture"]}]: {audit["verdict"]}')
for a in audit["store_map"]:
    print(f'  {a["store"]}.{a["action"]:<18} sets={a["sets"]} clears={a["resets"]} '
          f'not-owned={a["not_owned"]} danger={a["danger"]}')
for tp in audit["touchpoints"]:
    print(f'  {tp["id"]} {tp["label"]} ({tp["location"]}) -> {tp["verdict"]}')
    for s in tp["trace"]:
        mark = "!!" if s["conflict"] else "  "
        print(f'    {mark} {s["step"]}. {s["call"]} writes={s["writes"]} clears={s["resets"]}')
    print(f'       expected: {tp["expected"]}')
    print(f'       actual:   {tp["actual"]}')
for f in audit["findings"]:
    print(f'  [{f["severity"]:>8}] {f["id"]} {f["pattern"]} {f["touchpoint"]}')
    print(f'      why: {f["why"]}')
    print(f'      fix: {f["fix"]}')
    if f["snippet"]:
        print("      snippet:", f["snippet"].splitlines()[0], "...")
for w in audit["quick_wins"]:
    print("  win:", w)
for c in audit["coverage_check"]:
    print(f'  {c["id"]}: {"ok" if c["addressed"] else "SET ASIDE"} - {c["note"]}')

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

critical = [f for f in audit["findings"] if f["severity"] == "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 audit = typeof raw === "string" ? JSON.parse(raw) : raw;

console.log(`${audit.audit_name} [${audit.posture}]: ${audit.verdict}`);
for (const a of audit.store_map) {
  console.log(`  ${a.store}.${a.action} sets {${a.sets.join(", ")}} ` +
              `clears {${a.resets.join(", ")}} danger=${a.danger}`);
}
for (const tp of audit.touchpoints) {
  console.log(`  ${tp.id} ${tp.label} (${tp.location}) -> ${tp.verdict}`);
  for (const s of tp.trace) {
    console.log(`    ${s.conflict ? "!!" : "  "} ${s.step}. ${s.call} ` +
                `writes {${s.writes.join(", ")}} clears {${s.resets.join(", ")}}`);
  }
}
for (const f of audit.findings) {
  console.log(`  [${f.severity}] ${f.id} ${f.pattern} ${f.touchpoint}`);
  console.log(`      ${f.actual} - fix: ${f.fix}`);
}
for (const w of audit.quick_wins) console.log(`  win: ${w}`);
for (const c of audit.coverage_check) {
  console.log(`  ${c.id}: ${c.addressed ? "ok" : "SET ASIDE"} - ${c.note}`);
}

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

const critical = audit.findings.filter((f) => f.severity === "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 Audit struct {
	AuditName     string   `json:"audit_name"`
	Posture       string   `json:"posture"`
	Verdict       string   `json:"verdict"`
	ExecSummary   string   `json:"exec_summary"`
	Assumptions   []string `json:"assumptions"`
	OpenQuestions []string `json:"open_questions"`
	StoreMap []struct {
		Store, Action, Danger, Note string
		Sets, Resets, NotOwned      []string `json:"-"`
	} `json:"store_map"`
	Touchpoints []struct {
		ID, Label, Location, Handler string
		Expected, Actual, Verdict    string
		Trace []struct {
			Step           int
			Call           string
			Writes, Resets []string
			Conflict       bool
		} `json:"trace"`
		FindingIDs []string `json:"finding_ids"`
	} `json:"touchpoints"`
	Findings []struct {
		ID, Pattern, Severity, Touchpoint string
		Expected, Actual, Why, Fix, Snippet string
	} `json:"findings"`
	CoverageCheck []struct {
		ID, Note  string
		Addressed bool
	} `json:"coverage_check"`
	QuickWins []string `json:"quick_wins"`
	Summary   string   `json:"summary"`
}
var wrapper struct{ Output string `json:"output"` }
json.Unmarshal(job.Output, &wrapper)
var audit Audit
json.Unmarshal([]byte(wrapper.Output), &audit)

fmt.Printf("%s [%s]: %s\n", audit.AuditName, audit.Posture, audit.Verdict)
for _, a := range audit.StoreMap {
	fmt.Printf("  %s.%s danger=%s: %s\n", a.Store, a.Action, a.Danger, a.Note)
}
for _, tp := range audit.Touchpoints {
	fmt.Printf("  %s %s (%s) -> %s\n", tp.ID, tp.Label, tp.Location, tp.Verdict)
	for _, s := range tp.Trace {
		fmt.Printf("    %d. %s conflict=%v\n", s.Step, s.Call, s.Conflict)
	}
}
for _, f := range audit.Findings {
	fmt.Printf("  [%s] %s %s %s: %s\n", f.Severity, f.ID, f.Pattern, f.Touchpoint, f.Actual)
}
os.WriteFile("audit.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 audit is at data.output.output as a JSON string - parse it again, then read
// audit_name, posture, verdict, exec_summary, assumptions[], open_questions[],
// store_map[] (store/action/sets[]/resets[]/not_owned[]/danger/note),
// touchpoints[] (id/label/location/handler/trace[]/expected/actual/verdict/finding_ids[]),
//   where each trace entry is {step, call, writes[], resets[], conflict},
// findings[] (id/pattern/severity/touchpoint/expected/actual/why/fix/snippet),
// coverage_check[] (id/addressed/note), quick_wins[] and summary.
// Finally keep the audit on disk:
//   Files.writeString(Path.of("audit.json"), auditJson);

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"]
audit = raw.is_a?(String) ? JSON.parse(raw) : raw

puts "#{audit["audit_name"]} [#{audit["posture"]}]: #{audit["verdict"]}"
audit["store_map"].each do |a|
  puts "  #{a["store"]}.#{a["action"]} sets {#{a["sets"].join(", ")}} " \
       "clears {#{a["resets"].join(", ")}} danger=#{a["danger"]}"
end
audit["touchpoints"].each do |tp|
  puts "  #{tp["id"]} #{tp["label"]} (#{tp["location"]}) -> #{tp["verdict"]}"
  tp["trace"].each do |s|
    puts "    #{s["conflict"] ? "!!" : "  "} #{s["step"]}. #{s["call"]}"
  end
end
audit["findings"].each do |f|
  puts "  [#{f["severity"]}] #{f["id"]} #{f["pattern"]} #{f["touchpoint"]}"
  puts "      #{f["actual"]} - fix: #{f["fix"]}"
end
audit["quick_wins"].each { |w| puts "  win: #{w}" }
audit["coverage_check"].each { |c| puts "  #{c["id"]}: #{c["addressed"] ? "ok" : "SET ASIDE"}" }

File.write("audit.json", JSON.pretty_generate(audit))
exit 1 if audit["findings"].any? { |f| f["severity"] == "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"];
$audit = is_string($raw) ? json_decode($raw, true) : $raw;

echo "{$audit['audit_name']} [{$audit['posture']}]: {$audit['verdict']}\n";
foreach ($audit["store_map"] as $a) {
    echo "  {$a['store']}.{$a['action']} sets {" . implode(", ", $a["sets"]) . "} " .
         "clears {" . implode(", ", $a["resets"]) . "} danger={$a['danger']}\n";
}
foreach ($audit["touchpoints"] as $tp) {
    echo "  {$tp['id']} {$tp['label']} ({$tp['location']}) -> {$tp['verdict']}\n";
    foreach ($tp["trace"] as $s) {
        echo "    " . ($s["conflict"] ? "!!" : "  ") . " {$s['step']}. {$s['call']}\n";
    }
}
foreach ($audit["findings"] as $f) {
    echo "  [{$f['severity']}] {$f['id']} {$f['pattern']} {$f['touchpoint']}\n";
    echo "      {$f['actual']} - fix: {$f['fix']}\n";
}
foreach ($audit["quick_wins"] as $w) {
    echo "  win: $w\n";
}
foreach ($audit["coverage_check"] as $c) {
    echo "  {$c['id']}: " . ($c["addressed"] ? "ok" : "SET ASIDE") . "\n";
}

file_put_contents("audit.json", json_encode($audit, 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 audit = doc.RootElement;

Console.WriteLine($"{audit.GetProperty("audit_name")} " +
                  $"[{audit.GetProperty("posture")}]: {audit.GetProperty("verdict")}");
foreach (var a in audit.GetProperty("store_map").EnumerateArray())
{
    Console.WriteLine($"  {a.GetProperty("store")}.{a.GetProperty("action")} " +
                      $"danger={a.GetProperty("danger")}: {a.GetProperty("note")}");
}
foreach (var tp in audit.GetProperty("touchpoints").EnumerateArray())
{
    Console.WriteLine($"  {tp.GetProperty("id")} {tp.GetProperty("label")} " +
                      $"({tp.GetProperty("location")}) -> {tp.GetProperty("verdict")}");
    foreach (var s in tp.GetProperty("trace").EnumerateArray())
        Console.WriteLine($"    {s.GetProperty("step")}. {s.GetProperty("call")} " +
                          $"conflict={s.GetProperty("conflict")}");
}
foreach (var f in audit.GetProperty("findings").EnumerateArray())
{
    Console.WriteLine($"  [{f.GetProperty("severity")}] {f.GetProperty("id")} " +
                      $"{f.GetProperty("pattern")} {f.GetProperty("touchpoint")}");
}

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

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

# event: job
# data: {"job_id":"job_...","status":"running"}
#
# event: delta
# data: {"text":"{\"audit_name\":\"Mailbox"}
# ...
# 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": "ca-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"))

audit = json.loads(result["output"]["output"])            # authoritative
print("charged:", result["charged_credits"], "-", audit["audit_name"])
print("posture:", audit["posture"])
for f in audit["findings"]:
    print(f'  [{f["severity"]}] {f["id"]} {f["pattern"]} {f["touchpoint"]}: {f["actual"]}')
with open("audit.json", "w", encoding="utf-8") as fh:
    json.dump(audit, 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 audit = JSON.parse(done.output.output);
console.log(`\n${done.charged_credits} credits - ${audit.audit_name} [${audit.posture}]`);
for (const f of audit.findings) console.log(`  [${f.severity}] ${f.id} ${f.touchpoint}`);
writeFileSync("audit.json", JSON.stringify(audit, 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", "ca-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 audit JSON -
// unmarshal it into the Audit struct from step 4, then write it to audit.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", "ca-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
// audit_name, posture, verdict, store_map[], touchpoints[] with their trace[],
// findings[], coverage_check[], quick_wins[] 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"] = "ca-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

audit = JSON.parse(done["output"]["output"])
puts "\n#{done["charged_credits"]} credits - #{audit["audit_name"]} [#{audit["posture"]}]"
audit["findings"].each { |f| puts "  [#{f["severity"]}] #{f["id"]} #{f["touchpoint"]}" }
File.write("audit.json", JSON.pretty_generate(audit))

$event = null;
$done  = null;

$ch = curl_init(API . "/run-stream");
curl_setopt_array($ch, [
    CURLOPT_POST       => true,
    CURLOPT_HTTPHEADER => [
        "Authorization: Bearer $TOKEN",
        "Content-Type: application/json",
        "Idempotency-Key: ca-001",
    ],
    CURLOPT_POSTFIELDS => json_encode($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);

$audit = json_decode($done["output"]["output"], true);
echo "\n{$done['charged_credits']} credits - {$audit['audit_name']} [{$audit['posture']}]\n";
foreach ($audit["findings"] as $f) {
    echo "  [{$f['severity']}] {$f['id']} {$f['touchpoint']}\n";
}
file_put_contents("audit.json", json_encode($audit, JSON_PRETTY_PRINT));

var req = new HttpRequestMessage(HttpMethod.Post, Api + "/run-stream") {
    Content = JsonContent.Create(payload),
};
req.Headers.Add("Idempotency-Key", "ca-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 auditDoc = JsonDocument.Parse(text!);
var audit = auditDoc.RootElement;
Console.WriteLine($"{audit.GetProperty("audit_name")} [{audit.GetProperty("posture")}]");
foreach (var f in audit.GetProperty("findings").EnumerateArray())
    Console.WriteLine($"  [{f.GetProperty("severity")}] {f.GetProperty("id")} " +
                      $"{f.GetProperty("touchpoint")}");
await File.WriteAllTextAsync("audit.json", text!);