Audit your TypeScript for leaks from your own scripts
Send TypeScript or JavaScript — a class, a widget, a controller, a service, a test
file, or several files at once — and get back one JSON object: an honest clean /
patch / leaking verdict, the six-step disposable walk, findings ranked by severity each
carrying corrected code, a twelve-item checklist scored against the paste, and a complete
corrected rewrite of what you sent. Everything this app does goes through the SkillSafe App
API — plain JSON over HTTPS — so you can wire the audit into a CI gate, a
pull-request bot, or a pre-merge check that refuses a class calling
this._register() inside a method that runs on every keystroke.
Every code step below is shown in cURL, Python, JavaScript, Go, Java, Ruby, PHP and C#;
pick a language once and the whole page follows.
Basics
Base URL: https://api.skillsafe.ai/v1/app-api, app slug
leak-lens. 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.
The audit itself is produced by the gpt-terra model. Estimates are free;
runs are metered against your credit balance. There is a single run task — one paste
in, one audit out, no follow-up calls and no session state to carry.
| Status | Meaning |
|---|---|
401 | Missing or expired token — create a new session. |
402 | Not enough credits — top up at skillsafe.ai/account/credits. |
403 | The token isn't allowed to do this (e.g. a guest auditing a very large paste). |
404 | Unknown job or record id. |
429 | Too many requests — back off and retry; the semantic search over saved audits is the usual trigger. |
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.
Step 1 — Get a token
A guest token lets you check balances and estimate costs for free. For metered audit runs
billed to your own account, use your personal token: open the
token page, sign in with SkillSafe, and press
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 mints a guest token with
no browser involved. The examples call the api() helper built in step 2.
export API="https://api.skillsafe.ai/v1/app-api"
export TOKEN=$(curl -s -X POST "$API/guest" \
-H "Content-Type: application/json" \
-d '{"slug":"leak-lens"}' | jq -r '.data.token')
# or paste your personal token from https://leak-lens.skillsafe.ai/tokens.html:
# export SKILLSAFE_TOKEN="..." ; export TOKEN="$SKILLSAFE_TOKEN"
token = api("POST", "/guest", {"slug": "leak-lens"})["token"] # helper: step 2
const { token } = await api("POST", "/guest", { slug: "leak-lens" }); // helper: step 2
var guest struct{ Token string `json:"token"` }
err := call("POST", "/guest", map[string]string{"slug": "leak-lens"}, &guest) // helper: step 2
String envelope = api("POST", "/guest", """
{"slug":"leak-lens"}"""); // helper: step 2
// token is at data.token in the returned JSON
token = api("POST", "/guest", { slug: "leak-lens" })["token"] # helper: step 2
$token = api("POST", "/guest", ["slug" => "leak-lens"])["token"]; // helper: step 2
var guest = await SkillSafe.ApiAsync(HttpMethod.Post, "/guest",
new { slug = "leak-lens" }); // helper: step 2
var token = guest.GetProperty("token").GetString();
The app stores this browser's token under the localStorage key
skillsafe_app_token:leak-lens, on the app's own origin. The
token page reads and manages it for you — you never need
to open developer tools.
Step 2 — A tiny client
Every task below is a single HTTP call, so start with a short helper that adds the auth
header, sends JSON and unwraps the data envelope. The later steps reuse it.
No app-slug header is needed once you hold a token: the token is already scoped to
leak-lens, and the slug only appears in the /guest body.
export API="https://api.skillsafe.ai/v1/app-api"
export TOKEN="YOUR_TOKEN" # see step 1
# every call looks like:
# curl -s "$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";
var 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 $payload["data"];
}
// .NET 8+
using System.Net.Http.Json;
using System.Text.Json;
static class SkillSafe
{
const string Api = "https://api.skillsafe.ai/v1/app-api";
static readonly HttpClient Http = new();
static SkillSafe() =>
Http.DefaultRequestHeaders.Authorization =
new("Bearer", Environment.GetEnvironmentVariable("SKILLSAFE_TOKEN")); // see step 1
public static async Task<JsonElement> ApiAsync(HttpMethod method, string path, object? body = null)
{
var req = new HttpRequestMessage(method, Api + path);
if (body != null) req.Content = JsonContent.Create(body);
var res = await Http.SendAsync(req);
var json = await res.Content.ReadFromJsonAsync<JsonElement>();
if (!res.IsSuccessStatusCode)
throw new Exception(json.GetProperty("error").GetProperty("message").GetString());
return json.GetProperty("data");
}
}
Step 3 — Check who you are and your balance
Returns subject_type ("user" or "guest"),
subject_id and your credits balance. Credits are integers:
10,000 credits is one US dollar, which is how the app renders its price meter. Check this
before auditing a large paste — a guest subject has no balance of its own, so a
metered run under a guest token only works while the app is sponsored (see
sponsor_enabled in step 4).
curl -s "$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 4 — Estimate the cost
Send exactly the input you would send to /run; the response's
hold_credits is the worst-case cost. Nothing is charged and no job is created,
so estimating is free — useful when you are feeding in a whole directory of widgets
and want a ceiling before spending credits.
| Input field | Type | Notes |
|---|---|---|
code | string, required | The TypeScript or JavaScript to audit: a class, a widget, a controller, a service, a test file, or several files concatenated with file-name comment headers. Very long pastes may be clipped middle-out, with a [... clipped ...] marker showing exactly where — the audit never comments on code it cannot see. The web UI caps the paste at 100,000 characters and the notes at 20,000. |
runtime | string | vscode | electron | browser | node | unknown — which idiom set applies, and therefore what the fixes are written in. vscode assumes the reference helpers (addDisposableListener, Event.once, DisposableStore, MutableDisposable, this._register()); electron adds IPC teardown and webContents lifetime; browser gets platform-native corrections only (removeEventListener, { signal } from an AbortController, observer.disconnect(), { once: true }); node gets emitter.off, unsubscribe(), stream.destroy(), unref(). On unknown the runtime is inferred from the paste and the assumption is stated in overview. |
notes | string, optional | Extra context: what the component does, which methods run repeatedly, how long this object lives relative to the model it listens to, what a parent outside the paste already disposes. |
prescan_facts | object, optional | What a client-side pattern scan mechanically detected in the code: {"leaks": [], "lifecycles": [], "signals": []}. Each entry is {id, label} — matched leak anti-patterns (raw-add-event-listener, on-property-handler, global-target-listener, register-outside-constructor, interval-not-cleared, observer-not-disconnected, test-suite-without-leak-guard, …), disposable declarations found (lifecycle-class-iconwidget, lifecycle-slot-_searchListener) and counted lifetime signals (signal-register, signal-add-event-listener, signal-set-interval, signal-mutable-disposable, …). Every id you send comes back in coverage_check. The web UI fills this from its own free prescan; API callers may omit the field or send the three empty arrays. |
retry_note | string, optional | Only set by the app's automatic reformat retry when a first reply was not valid JSON. Leave it out. |
The estimate response, field by field:
| Field | Meaning |
|---|---|
model | The model that will actually run the audit — gpt-terra for this app. |
model_alias | The alias the app declared, which is what a future model swap changes; pin your logging to this rather than to model. |
markup_bps | The app's markup over raw model cost, in basis points (100 bps = 1%). |
hold_credits | The reservation, not the price: the worst case the platform puts on hold while the job runs. What you actually pay comes back as charged_credits when the job settles, and it is normally well below the hold because the hold assumes a maximum-length reply. |
min_credits | The smallest balance that may start a run at all. A balance between min_credits and hold_credits can still run, but the reply may be cut short — the job then comes back with truncated set. |
sponsor_enabled | true when the app is currently sponsoring runs, so a guest token can audit without a balance. The web UI reads exactly this field to decide whether to show "free to try" or ask you to sign in. |
cat > icon_widget.ts <<'TS'
export class IconWidget extends Disposable {
private readonly el = document.createElement('img');
constructor(private readonly model: IModel) {
super();
this.el.onload = () => this.layout();
window.addEventListener('resize', () => this.layout());
setInterval(() => this.poll(), 1000);
}
startSearch(): void {
this._register(this.model.onResults(() => this.render()));
}
}
TS
jq -n --rawfile c icon_widget.ts \
'{code: $c, runtime: "vscode", notes: "startSearch() runs on every keystroke.",
prescan_facts: {leaks: [], lifecycles: [], signals: []}}' > input.json
curl -s -X POST "$API/estimate" \
-H "Authorization: Bearer $TOKEN" -H "Content-Type: application/json" \
-d @input.json | jq '.data | {model, hold_credits, min_credits, sponsor_enabled}'
CODE = """export class IconWidget extends Disposable {
private readonly el = document.createElement('img');
constructor(private readonly model: IModel) {
super();
this.el.onload = () => this.layout();
window.addEventListener('resize', () => this.layout());
setInterval(() => this.poll(), 1000);
}
startSearch(): void {
this._register(this.model.onResults(() => this.render()));
}
}"""
payload = {
"code": CODE,
"runtime": "vscode",
"notes": "startSearch() runs on every keystroke.",
"prescan_facts": {"leaks": [], "lifecycles": [], "signals": []},
}
est = api("POST", "/estimate", payload)
print("model:", est["model"], "/", est["model_alias"])
print("worst case:", est["hold_credits"], "credits; minimum:", est["min_credits"])
print("sponsored:", est["sponsor_enabled"])
const code = `export class IconWidget extends Disposable {
private readonly el = document.createElement('img');
constructor(private readonly model: IModel) {
super();
this.el.onload = () => this.layout();
window.addEventListener('resize', () => this.layout());
setInterval(() => this.poll(), 1000);
}
startSearch(): void {
this._register(this.model.onResults(() => this.render()));
}
}`;
const payload = {
code,
runtime: "vscode",
notes: "startSearch() runs on every keystroke.",
prescan_facts: { leaks: [], lifecycles: [], signals: [] },
};
const est = await api("POST", "/estimate", payload);
console.log(`${est.model} (${est.model_alias}) markup ${est.markup_bps} bps`);
console.log("worst case:", est.hold_credits, "credits; minimum:", est.min_credits);
const code = `export class IconWidget extends Disposable {
private readonly el = document.createElement('img');
constructor(private readonly model: IModel) {
super();
this.el.onload = () => this.layout();
window.addEventListener('resize', () => this.layout());
setInterval(() => this.poll(), 1000);
}
startSearch(): void {
this._register(this.model.onResults(() => this.render()));
}
}`
payload := map[string]any{
"code": code,
"runtime": "vscode",
"notes": "startSearch() runs on every keystroke.",
"prescan_facts": map[string]any{
"leaks": []any{}, "lifecycles": []any{}, "signals": []any{},
},
}
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"`
Sponsored bool `json:"sponsor_enabled"`
}
err := call("POST", "/estimate", payload, &est)
String code = """
export class IconWidget extends Disposable {
private readonly el = document.createElement('img');
constructor(private readonly model: IModel) {
super();
this.el.onload = () => this.layout();
window.addEventListener('resize', () => this.layout());
setInterval(() => this.poll(), 1000);
}
startSearch(): void {
this._register(this.model.onResults(() => this.render()));
}
}""";
String jsonPayload = """
{"code": %s, "runtime": "vscode",
"notes": "startSearch() runs on every keystroke.",
"prescan_facts": {"leaks": [], "lifecycles": [], "signals": []}}
""".formatted(toJsonString(code));
String envelope = api("POST", "/estimate", jsonPayload);
// data.model, data.model_alias, data.markup_bps,
// data.hold_credits (the reservation), data.min_credits, data.sponsor_enabled
CODE_TEXT = <<~'TS'
export class IconWidget extends Disposable {
private readonly el = document.createElement('img');
constructor(private readonly model: IModel) {
super();
this.el.onload = () => this.layout();
window.addEventListener('resize', () => this.layout());
setInterval(() => this.poll(), 1000);
}
startSearch(): void {
this._register(this.model.onResults(() => this.render()));
}
}
TS
payload = { code: CODE_TEXT, runtime: "vscode",
notes: "startSearch() runs on every keystroke.",
prescan_facts: { leaks: [], lifecycles: [], signals: [] } }
est = api("POST", "/estimate", payload)
puts "#{est["model"]} (#{est["model_alias"]}) markup #{est["markup_bps"]} bps"
puts "worst case: #{est["hold_credits"]} credits; minimum: #{est["min_credits"]}"
$code = <<<'TS'
export class IconWidget extends Disposable {
private readonly el = document.createElement('img');
constructor(private readonly model: IModel) {
super();
this.el.onload = () => this.layout();
window.addEventListener('resize', () => this.layout());
setInterval(() => this.poll(), 1000);
}
startSearch(): void {
this._register(this.model.onResults(() => this.render()));
}
}
TS;
$payload = [
"code" => $code,
"runtime" => "vscode",
"notes" => "startSearch() runs on every keystroke.",
"prescan_facts" => ["leaks" => [], "lifecycles" => [], "signals" => []],
];
$est = api("POST", "/estimate", $payload);
echo "{$est['model']} ({$est['model_alias']})\n";
echo "worst case: {$est['hold_credits']} credits; minimum: {$est['min_credits']}\n";
var code = """
export class IconWidget extends Disposable {
private readonly el = document.createElement('img');
constructor(private readonly model: IModel) {
super();
this.el.onload = () => this.layout();
window.addEventListener('resize', () => this.layout());
setInterval(() => this.poll(), 1000);
}
startSearch(): void {
this._register(this.model.onResults(() => this.render()));
}
}
""";
var payload = new {
code,
runtime = "vscode",
notes = "startSearch() runs on every keystroke.",
prescan_facts = new {
leaks = Array.Empty<object>(), lifecycles = Array.Empty<object>(),
signals = Array.Empty<object>(),
},
};
var est = await SkillSafe.ApiAsync(HttpMethod.Post, "/estimate", payload);
Console.WriteLine($"{est.GetProperty("model")}: hold {est.GetProperty("hold_credits")}, " +
$"min {est.GetProperty("min_credits")}");
prescan_facts is how you make the audit answer for things you already know
about. Send {"leaks": [{"id": "raw-add-event-listener", "label": "raw
addEventListener"}], "lifecycles": [{"id": "lifecycle-class-iconwidget", "label":
"IconWidget extends Disposable"}], "signals": [{"id": "signal-set-interval", "label":
"setInterval x1"}]} and every one of those ids comes back in
coverage_check — addressed, or explained away as a false positive (a
listener on an element that is itself thrown away with its DOM node, an interval cleared in
a file you did not paste). Nothing you flag is silently dropped.
Step 5 — Run the audit and wait for the result
/run takes the same input as /estimate, places a credit hold and
returns a job_id. Poll /jobs/{job_id} every 1–2 seconds
until status is succeeded or failed (a run typically
takes 30–90 s, since the corrected rewrite is written out in full). The job also
carries charged_credits once it settles, and truncated: true when
the reply was cut short by the available balance.
Always send an Idempotency-Key header. A run is metered, and a
socket that dies after the server accepted the job is indistinguishable, from your side,
from one that never arrived — so a naive retry buys the same audit twice. A retry that
reuses the key is answered with the original job instead of starting a second one, which is
why the key must be derived from the input rather than from the attempt: this app hashes
code, runtime and notes (FNV-1a, then
hash:length) into leak-lens:<hash>:a<attempt>, and only
bumps the attempt counter when it deliberately wants a fresh run — its one automatic
reformat retry. Generate a fresh key when the input changes; reuse it byte-for-byte when you
are retrying the same request.
# derive the key from the input, so a retry of this exact audit reuses it
KEY="leak-lens:$(shasum -a 256 input.json | cut -c1-16):a1"
JOB_ID=$(curl -s -X POST "$API/run" \
-H "Authorization: Bearer $TOKEN" -H "Content-Type: application/json" \
-H "Idempotency-Key: $KEY" \
-d @input.json | jq -r '.data.job_id')
while :; do
JOB=$(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) [\(.verdict_level)]: \(.verdict)",
"",
"STEPS",
(.steps[] | " [\(.status)] \(.step) - \(.note)"),
"",
"FINDINGS",
(.findings[] | " (\(.severity)) \(.category): \(.title)"),
"",
"CHECKLIST",
(.checklist[] | " [\(.status)] \(.item) - \(.note)")' audit.json
# and drop the corrected code straight into the repo
jq -r '.rewrite.code' audit.json > "$(jq -r '.rewrite.filename' audit.json)" # audited.ts
import time
job_id = api("POST", "/run", payload,
**{"Idempotency-Key": "leak-lens:iconwidget-v1:a1"})["job_id"]
while True:
job = api("GET", f"/jobs/{job_id}")
if job["status"] in ("succeeded", "failed"):
break
time.sleep(1.5)
if job["status"] == "failed":
raise RuntimeError(job.get("error", "run failed"))
raw = job["output"]
if isinstance(raw, dict) and "output" in raw:
raw = raw["output"]
audit = json.loads(raw) if isinstance(raw, str) else raw
print(f'{audit["audit_name"]} [{audit["verdict_level"]}]: {audit["verdict"]}')
for step in audit["steps"]:
print(f' [{step["status"]:>4}] {step["step"]:<24} {step["note"]}')
for f in audit["findings"]:
print(f' ({f["severity"]}) {f["category"]}: {f["title"]}')
if f["fix_code"]:
print(f' {f["fix_code"]}')
for item in audit["checklist"]:
print(f' [{item["status"]:>4}] {item["item"]:<44} {item["note"]}')
for c in audit["coverage_check"]:
print(f' {c["id"]}: {"ok" if c["addressed"] else "SET ASIDE"} - {c["note"]}')
with open(audit["rewrite"]["filename"], "w", encoding="utf-8") as fh: # audited.ts
fh.write(audit["rewrite"]["code"])
# a run that fails the checklist is a CI failure
fails = [c for c in audit["checklist"] if c["status"] == "fail"]
if audit["verdict_level"] == "leaking" or fails:
raise SystemExit(1)
import { writeFileSync } from "node:fs";
const { job_id } = await api("POST", "/run", payload,
{ "Idempotency-Key": "leak-lens:iconwidget-v1:a1" });
let job;
do {
await new Promise((r) => setTimeout(r, 1500));
job = await api("GET", `/jobs/${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.verdict_level}]: ${audit.verdict}`);
for (const step of audit.steps) {
console.log(` [${step.status}] ${step.step}: ${step.note}`);
}
for (const f of audit.findings) {
console.log(` (${f.severity}) ${f.category}: ${f.title}`);
if (f.fix_code) console.log(` ${f.fix_code}`);
}
for (const item of audit.checklist) console.log(` [${item.status}] ${item.item}: ${item.note}`);
for (const c of audit.coverage_check) {
console.log(` ${c.id}: ${c.addressed ? "ok" : "SET ASIDE"} - ${c.note}`);
}
writeFileSync(audit.rewrite.filename, audit.rewrite.code); // audited.ts
if (audit.verdict_level === "leaking") 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"`
VerdictLevel string `json:"verdict_level"`
Verdict string `json:"verdict"`
Steps []struct {
Step, Status, Note string
} `json:"steps"`
Findings []struct {
Severity, Category, Title, Detail string
FixCode string `json:"fix_code"`
} `json:"findings"`
Checklist []struct {
Item, Status, Note string
} `json:"checklist"`
Rewrite struct {
Filename, Code string
} `json:"rewrite"`
NextSteps []string `json:"next_steps"`
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.VerdictLevel, audit.Verdict)
for _, s := range audit.Steps {
fmt.Printf(" [%s] %s: %s\n", s.Status, s.Step, s.Note)
}
for _, f := range audit.Findings {
fmt.Printf(" (%s) %s: %s\n", f.Severity, f.Category, f.Title)
}
for _, c := range audit.Checklist {
fmt.Printf(" [%s] %s: %s\n", c.Status, c.Item, c.Note)
}
os.WriteFile(audit.Rewrite.Filename, []byte(audit.Rewrite.Code), 0o644) // audited.ts
// Send the same idempotency key on every retry of this input. With the helper
// from step 2, add the header where the request is built:
// .header("Idempotency-Key", "leak-lens:iconwidget-v1:a1")
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, verdict_level, verdict, overview, steps[] (six steps with step/status/note),
// findings[] (severity/category/title/detail/fix_code), checklist[] (item/status/note),
// coverage_check[] (id/addressed/note), rewrite{filename, code}, next_steps[] and summary.
// Finally write the corrected code to disk:
// Files.writeString(Path.of(rewriteFilename), rewriteCode); // audited.ts
started = api("POST", "/run", payload) # add the Idempotency-Key header in api()
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["verdict_level"]}]: #{audit["verdict"]}"
audit["steps"].each { |s| puts " [#{s["status"]}] #{s["step"]}: #{s["note"]}" }
audit["findings"].each do |f|
puts " (#{f["severity"]}) #{f["category"]}: #{f["title"]}"
puts " #{f["fix_code"]}" unless f["fix_code"].to_s.empty?
end
audit["checklist"].each { |c| puts " [#{c["status"]}] #{c["item"]}: #{c["note"]}" }
audit["coverage_check"].each { |c| puts " #{c["id"]}: #{c["addressed"] ? "ok" : "SET ASIDE"}" }
File.write(audit["rewrite"]["filename"], audit["rewrite"]["code"]) # audited.ts
$started = api("POST", "/run", $payload); // add the Idempotency-Key header in api()
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']} [{$audit['verdict_level']}]: {$audit['verdict']}\n";
foreach ($audit["steps"] as $s) {
echo " [{$s['status']}] {$s['step']}: {$s['note']}\n";
}
foreach ($audit["findings"] as $f) {
echo " ({$f['severity']}) {$f['category']}: {$f['title']}\n";
if ($f["fix_code"] !== "") { echo " {$f['fix_code']}\n"; }
}
foreach ($audit["checklist"] as $item) {
echo " [{$item['status']}] {$item['item']}: {$item['note']}\n";
}
foreach ($audit["coverage_check"] as $c) {
echo " {$c['id']}: " . ($c["addressed"] ? "ok" : "SET ASIDE") . "\n";
}
file_put_contents($audit["rewrite"]["filename"], $audit["rewrite"]["code"]); // audited.ts
// The helper from step 2 plus one header: req.Headers.Add("Idempotency-Key", key);
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")} " +
$"[{audit.GetProperty("verdict_level")}]: {audit.GetProperty("verdict")}");
foreach (var s in audit.GetProperty("steps").EnumerateArray())
{
Console.WriteLine($" [{s.GetProperty("status")}] {s.GetProperty("step")}: {s.GetProperty("note")}");
}
foreach (var f in audit.GetProperty("findings").EnumerateArray())
{
Console.WriteLine($" ({f.GetProperty("severity")}) {f.GetProperty("category")}: " +
$"{f.GetProperty("title")}");
}
foreach (var c in audit.GetProperty("checklist").EnumerateArray())
{
Console.WriteLine($" [{c.GetProperty("status")}] {c.GetProperty("item")}: {c.GetProperty("note")}");
}
var rewrite = audit.GetProperty("rewrite");
await File.WriteAllTextAsync(rewrite.GetProperty("filename").GetString()!, // audited.ts
rewrite.GetProperty("code").GetString()!);
The model is asked for one JSON object and nothing else, but a stray code fence or preamble
is always possible. Strip a leading ```json fence, take the text between the
first { and the last }, and only then parse — that is what
the app does (step 7) before it falls back to a retry_note reformat run under a
bumped idempotency key.
Step 6 — Stream the audit as it is written
/run-stream takes exactly the same body and the same
Idempotency-Key as /run, but answers with server-sent events, so
you can show progress instead of a spinner — useful here because the corrected rewrite
makes for a long reply. This app's own progress panel is this endpoint: it watches the
accumulating text for "steps", "findings",
"checklist" and "rewrite" to light up its stage list. Events are
separated by a blank line; each has an event: line and a data:
line carrying JSON.
| Event | Payload | Meaning |
|---|---|---|
job | {job_id, status} | Sent once, when the job is accepted — show "starting". |
delta | {text} | A chunk of the reply, in order. Append it; the accumulated length is your only progress signal (the total is not known in advance). |
done | {job_id, status, charged_credits, output} | The final, authoritative result — read the audit from output.output rather than trusting concatenated deltas, and the settled price from charged_credits. |
error | {code, message} | Replaces done when the run fails. |
# -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: $KEY" \
-d @input.json
# event: job
# data: {"job_id":"job_...","status":"running"}
#
# event: delta
# data: {"text":"{\"audit_name\":\"IconWidget"}
# ...
# event: done
# data: {"job_id":"job_...","status":"succeeded","charged_credits":734,"output":{"output":"{...}"}}
import json, requests
result = None
with requests.post(
API + "/run-stream",
headers={"Authorization": f"Bearer {TOKEN}",
"Idempotency-Key": "leak-lens:iconwidget-v1:a1"},
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"])
for step in audit["steps"]:
print(f' [{step["status"]}] {step["step"]}')
open(audit["rewrite"]["filename"], "w", encoding="utf-8").write(audit["rewrite"]["code"])
const res = await fetch(API + "/run-stream", {
method: "POST",
headers: {
Authorization: `Bearer ${TOKEN}`,
"Content-Type": "application/json",
"Idempotency-Key": "leak-lens:iconwidget-v1:a1",
},
body: JSON.stringify(payload),
});
const reader = res.body.getReader();
const decoder = new TextDecoder();
let buf = "", done = null;
for (;;) {
const chunk = await reader.read();
if (chunk.done) break;
buf += decoder.decode(chunk.value, { stream: true });
const frames = buf.split("\n\n");
buf = frames.pop();
for (const frame of frames) {
const name = /^event:\s*(.+)$/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 - ${audit.audit_name}`);
for (const step of audit.steps) console.log(` [${step.status}] ${step.step}`);
writeFileSync(audit.rewrite.filename, audit.rewrite.code); // audited.ts
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", "leak-lens:iconwidget-v1:a1")
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 5, then write audit.Rewrite.Code to disk.
// 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", "leak-lens:iconwidget-v1:a1")
.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, verdict_level, steps[], findings[], checklist[], rewrite{filename, code} 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"] = "leak-lens:iconwidget-v1:a1"
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["steps"].each { |s| puts " [#{s["status"]}] #{s["step"]}" }
File.write(audit["rewrite"]["filename"], audit["rewrite"]["code"]) # audited.ts
$event = null;
$done = null;
$ch = curl_init(API . "/run-stream");
curl_setopt_array($ch, [
CURLOPT_POST => true,
CURLOPT_HTTPHEADER => [
"Authorization: Bearer $TOKEN",
"Content-Type: application/json",
"Idempotency-Key: leak-lens:iconwidget-v1:a1",
],
CURLOPT_POSTFIELDS => json_encode($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']}\n";
foreach ($audit["steps"] as $s) { echo " [{$s['status']}] {$s['step']}\n"; }
file_put_contents($audit["rewrite"]["filename"], $audit["rewrite"]["code"]); // audited.ts
var req = new HttpRequestMessage(HttpMethod.Post, Api + "/run-stream") {
Content = JsonContent.Create(payload),
};
req.Headers.Add("Idempotency-Key", "leak-lens:iconwidget-v1:a1");
using var res = await Http.SendAsync(req, HttpCompletionOption.ResponseHeadersRead);
using var reader = new StreamReader(await res.Content.ReadAsStreamAsync());
string? evt = null, done = null;
while (await reader.ReadLineAsync() is { } line)
{
if (line.StartsWith("event:")) evt = line[6..].Trim();
else if (line.StartsWith("data:"))
{
var data = line[5..].Trim();
if (evt == "delta") Console.Write("."); // live progress
else if (evt == "done") done = data;
else if (evt == "error") throw new Exception(data);
}
}
using var final = JsonDocument.Parse(done!);
var text = final.RootElement.GetProperty("output").GetProperty("output").GetString();
using var auditDoc = JsonDocument.Parse(text!);
var audit = auditDoc.RootElement;
Console.WriteLine(audit.GetProperty("audit_name"));
foreach (var s in audit.GetProperty("steps").EnumerateArray())
Console.WriteLine($" [{s.GetProperty("status")}] {s.GetProperty("step")}");
var rw = audit.GetProperty("rewrite");
await File.WriteAllTextAsync(rw.GetProperty("filename").GetString()!, // audited.ts
rw.GetProperty("code").GetString()!);
In a browser, the native EventSource only speaks GET, and this endpoint is a
POST — read the fetch response body incrementally, as the JavaScript
sample above does. On an idempotent replay the server may answer with a plain JSON
envelope instead of an event stream; check the Content-Type before you start
parsing frames. If the stream dies mid-flight, the deltas you already have are worth
keeping: the app closes the open braces and renders whatever sections arrived rather than
discarding a paid run.
Step 7 — Parsing the audit
One JSON object, always the same shape — but it arrives as a string nested at
output.output on the job, so there are two parses: the envelope, then the
model's own JSON. Every array is present (findings is empty only if the paste is
genuinely clean); steps always has exactly the six audit steps,
checklist always has exactly the twelve items, and rewrite.code is
never empty. If the paste was too thin to audit responsibly, you still get this object: what
is there gets audited, the verdict says the paste is thin, and what you would
need to show lands in next_steps. If the paste is not code at all, you still get
the object — one high-severity finding explaining what arrived, every step at
risk, every checklist item at na, and a rewrite.code
comment block saying what to paste instead.
| Field | Type | Meaning |
|---|---|---|
audit_name | string | A short name for the audit, taken from the code's own class or file naming. |
verdict_level | string | clean (the paste follows the disposal rules and nothing material was found), patch (findings exist but are medium or low, or bite only at scale) or leaking (a high finding means the code leaks as pasted). |
verdict | string | One or two sentences: does it leak, what leaks and how fast, and the single most important change. |
overview | string | One or two paragraphs: what this code does, and the pattern behind what was found. On runtime: "unknown" this is where the inferred runtime is stated. |
steps | array of 6 | {step, status, note} — the six audit steps listed below, each exactly once and in order. status is pass (the paste shows this handled correctly), risk (fragile, or the paste gives no evidence either way) or fail (a real defect lives here, backed by a finding). Each note points at something concrete in the paste; a step with no evidence is risk, never pass. |
findings | array | {severity, category, title, detail, fix_code}. severity is high (it leaks on a path a user will actually hit — a listener added per call with no removal, a global-target listener never removed, an uncleared interval, an undisposed store held by a long-lived object) | medium (leaks only under a specific sequence, retains a bounded amount, or will leak once the method starts being called repeatedly) | low (hygiene). category is one of dom-listener, one-shot-event, repeated-registration, model-lifetime, resource-pool, timer, observer, test-guard, other. detail quotes the class, method, field or expression it concerns and says how the leak scales; fix_code is corrected code in your own names and style, valid for the declared runtime, or an empty string when the finding is a judgement call rather than a mechanical fix. |
checklist | array of 12 | {item, status, note} — the twelve disposable items listed below, each exactly once and in order. status is pass, fail (a finding backs it) or na (the paste gives no evidence either way). The note says what was seen, or what is missing. |
coverage_check | array | {id, addressed, note} — one entry per prescan_facts item you sent (raw-add-event-listener, lifecycle-class-iconwidget, signal-set-interval, …), saying where the audit covers it or why it was set aside. A pattern match can be a false positive; the note says so. Nothing you flagged is silently dropped. |
rewrite | object | {filename, code} — filename is normally audited.ts (audited.js for plain JavaScript, or a name suggested by your own file headers), and code is your own code with every finding fixed: same classes, same method names, same behaviour, same comments, corrected lifetimes. It matches the declared runtime — no MutableDisposable smuggled into a plain browser paste — and it is a complete drop-in replacement for what you pasted, not a fragment and not a sketch with holes. |
next_steps | string[] | Ordered and concrete: move the resize listener onto the disposable store, clear the poll interval in dispose(), add the suite leak guard, and so on. Work that depends on code outside the paste belongs here rather than in a speculative finding. |
summary | string | 3–5 sentences a reviewer could paste straight into a pull request. |
The six audit steps, in order, spelled exactly like this:
| step | What its note covers |
|---|---|
DOM event listeners | Every DOM handler tracked and disposable: this._register(addDisposableListener(...)) in the reference idiom, a stored handler removed in teardown or an AbortController signal in a plain browser. Raw .onload = / .onclick = property assignment is worse than addEventListener because it silently replaces the previous handler while still retaining its closure. Listeners on window, document and globalThis are the most dangerous: those targets outlive every component. |
One-time events | A subscription to an event that can only fire once (onDidDispose, onWillDispose, onDidClose, a first-change event) stays registered forever after it fires. Event.once(model.onDidDispose)(...), or { once: true } in a browser runtime. |
Repeated method calls | Objects created in a method that runs more than once must not be registered to the class store: every call adds another listener that lives as long as the class. A MutableDisposable field guarantees at most one live listener, or the method returns an IDisposable the caller owns. this._register() outside a constructor or one-shot initializer is the signature of this bug. |
Model-tied stores | A DisposableStore scoped to a model's lifetime must dispose itself when that model does, with the subscription that does it inside the store: store.add(model.onWillDispose(() => store.dispose())). The note says which way round the lifetimes actually go in your paste. |
Resource pools | Factory methods minting pooled objects (list rows, tree nodes, editor widgets) must register each item's disposables to that item, not to the pool class, and hand the caller something disposable. |
Test leak guards | A suite that creates disposables calls ensureNoDisposablesAreLeakedInTestSuite(), so CI catches the leak instead of a user. A paste with no tests at all is risk, not pass — the guard is simply unobservable, and it lands in next_steps. |
The twelve checklist items, in order, spelled exactly like this:
| item | What its note covers |
|---|---|
DOM listeners registered disposably | Every DOM listener is owned by something that will remove it — a store, a returned disposable, or an aborted signal. |
No raw on* property handlers | No .onload = / .onclick = / .onchange = assignment; handlers go through a disposable registration. |
One-shot lifecycle events use Event.once | Events that can fire only once unsubscribe themselves after firing. |
No _register() in repeatedly-called methods | this._register() appears only in constructors and one-shot initializers. |
MutableDisposable guards single-slot listeners | A listener that is re-created per call lives in a MutableDisposable slot, so assigning it disposes the previous one. |
Factory-created objects own their disposables | Pooled or per-row objects carry their own store and their own dispose(). |
Model-scoped stores dispose on onWillDispose | A store tied to a model's lifetime is torn down by that model's own teardown event. |
Timers and intervals cleared on dispose | Every setInterval and long-lived setTimeout is cleared in teardown (and unref()'d where that is the Node idiom). |
Observers and AbortControllers torn down | MutationObserver / ResizeObserver / IntersectionObserver disconnected, AbortController aborted exactly once, subscriptions unsubscribed. |
Every disposable field is owned by something | No disposable field is left with no owner — each is registered to a store or disposed by the class that holds it. |
Test suites assert no leaked disposables | Suites that create disposables call the leak guard at the top. |
dispose() is idempotent and complete | A second dispose() is harmless, and the first one tears down everything the class holds. |
A small, realistic result for the IconWidget paste above, trimmed for length:
{
"audit_name": "icon_widget.ts - IconWidget listener lifetimes",
"verdict_level": "leaking",
"verdict": "IconWidget leaks one model listener per startSearch() call and never clears its
poll interval, so a keystroke-driven search grows listeners without bound; move
the search subscription into a MutableDisposable slot first.",
"overview": "A Disposable subclass that renders an icon and polls a model. The base class
gives it a store, but three of its four registrations bypass it: an onload
property assignment, a window listener added outside the store, and a bare
setInterval. The fourth, in startSearch(), uses the store correctly but is
called repeatedly, which is its own leak.",
"steps": [
{ "step": "DOM event listeners", "status": "fail",
"note": "'this.el.onload = () => this.layout()' and the bare
window.addEventListener('resize', ...) are both untracked; the window
listener retains the widget for the life of the page." },
{ "step": "One-time events", "status": "risk",
"note": "No lifecycle-event subscription in the paste - onload is effectively one-shot
and would be better as { once: true } or addDisposableListener." },
{ "step": "Repeated method calls", "status": "fail",
"note": "startSearch() calls this._register(this.model.onResults(...)), so every
keystroke adds a listener that lives as long as the widget." },
{ "step": "Model-tied stores", "status": "risk",
"note": "The widget subscribes to `model` but the paste never shows which outlives the
other; no store is tied to model.onWillDispose." },
{ "step": "Resource pools", "status": "pass",
"note": "No factory or pooled objects in the paste." },
{ "step": "Test leak guards", "status": "risk",
"note": "No tests pasted, so the suite guard is unobservable here." }
],
"findings": [
{ "severity": "high", "category": "repeated-registration",
"title": "startSearch() registers a model listener to the class store on every call",
"detail": "'this._register(this.model.onResults(() => this.render()))' inside
startSearch() adds one listener per call and never removes the previous
one; at one call per keystroke this grows linearly with typing.",
"fix_code": "private readonly _searchListener = this._register(new MutableDisposable());\n\nstartSearch(): void {\n this._searchListener.value = this.model.onResults(() => this.render());\n}" },
{ "severity": "high", "category": "dom-listener",
"title": "The resize listener on window is never removed",
"detail": "'window.addEventListener('resize', () => this.layout())' keeps the closure,
and therefore the whole widget, alive for the life of the page.",
"fix_code": "this._register(addDisposableListener(window, 'resize', () => this.layout()));" },
{ "severity": "medium", "category": "dom-listener",
"title": "onload is a property assignment, not a disposable registration",
"detail": "'this.el.onload = () => this.layout()' silently replaces any previous
handler and is not torn down with the widget.",
"fix_code": "this._register(addDisposableListener(this.el, 'load', () => this.layout()));" },
{ "severity": "high", "category": "timer",
"title": "The poll interval is never cleared",
"detail": "'setInterval(() => this.poll(), 1000)' outlives dispose(), so poll() keeps
running against a dead widget once per second.",
"fix_code": "const poll = setInterval(() => this.poll(), 1000);\nthis._register(toDisposable(() => clearInterval(poll)));" }
],
"checklist": [
{ "item": "DOM listeners registered disposably", "status": "fail",
"note": "Neither the onload handler nor the window resize listener is registered." },
{ "item": "No raw on* property handlers", "status": "fail",
"note": "this.el.onload is a property assignment." },
{ "item": "One-shot lifecycle events use Event.once", "status": "na",
"note": "No lifecycle event is subscribed in the paste." },
{ "item": "No _register() in repeatedly-called methods", "status": "fail",
"note": "startSearch() calls this._register() on every invocation." }
],
"coverage_check": [
{ "id": "raw-add-event-listener", "addressed": true,
"note": "Covered by the resize finding - moved onto addDisposableListener." },
{ "id": "on-property-handler", "addressed": true,
"note": "Covered: this.el.onload becomes a registered 'load' listener." },
{ "id": "signal-set-interval", "addressed": true,
"note": "The poll interval is cleared through toDisposable in the rewrite." },
{ "id": "lifecycle-class-iconwidget", "addressed": true,
"note": "The class under audit; it already extends Disposable, so the store exists." }
],
"rewrite": { "filename": "audited.ts",
"code": "export class IconWidget extends Disposable { ... }" },
"next_steps": [
"Introduce a MutableDisposable slot for the startSearch() subscription.",
"Move the onload and resize handlers onto addDisposableListener.",
"Clear the poll interval through toDisposable(() => clearInterval(poll)).",
"Add ensureNoDisposablesAreLeakedInTestSuite() to the widget's test suite."
],
"summary": "IconWidget extends Disposable but bypasses its own store three times. ..."
}
Parse defensively: strip a code fence if there is one, take the text from the first
{ to the last }, then validate the shape before you act on it
— the app treats a missing audit step, a missing checklist item or an empty
rewrite.code as a parse failure and retries once with a
retry_note.
# the envelope, then the model's JSON string, then a shape check
jq -r '.data.output.output' job.json \
| sed -e 's/^```[a-z]*//' -e 's/```$//' > audit.json
jq -e '
(.steps | length) == 6 and
(.checklist | length) == 12 and
(.rewrite.code | length) > 0 and
(.verdict_level | IN("clean","patch","leaking"))' audit.json > /dev/null \
&& echo "shape ok" || echo "malformed audit - re-run with a retry_note"
import json, re
STEPS = ["DOM event listeners", "One-time events", "Repeated method calls",
"Model-tied stores", "Resource pools", "Test leak guards"]
def parse_audit(job):
raw = job.get("output")
if isinstance(raw, dict):
raw = raw.get("output", raw)
if not isinstance(raw, str):
return raw
text = re.sub(r"^```[a-z]*\s*", "", raw.strip())
text = re.sub(r"```\s*$", "", text)
i, j = text.find("{"), text.rfind("}")
if i < 0 or j <= i:
raise ValueError("no JSON object found")
audit = json.loads(text[i:j + 1])
if [s["step"] for s in audit["steps"]] != STEPS:
raise ValueError("steps must be the six audit steps, in order")
if len(audit["checklist"]) != 12:
raise ValueError("checklist must have all twelve items")
if not audit["rewrite"]["code"].strip():
raise ValueError("rewrite.code must be non-empty")
return audit
audit = parse_audit(job)
worst = min((f["severity"] for f in audit["findings"]),
key=lambda s: ["high", "medium", "low"].index(s), default="none")
print(audit["verdict_level"], "- worst finding:", worst)
const STEPS = ["DOM event listeners", "One-time events", "Repeated method calls",
"Model-tied stores", "Resource pools", "Test leak guards"];
function parseAudit(job) {
let raw = job.output?.output ?? job.output;
if (typeof raw !== "string") return raw;
const text = raw.trim().replace(/^```[a-z]*\s*/i, "").replace(/```\s*$/, "");
const i = text.indexOf("{"), j = text.lastIndexOf("}");
if (i < 0 || j <= i) throw new Error("no JSON object found");
const audit = JSON.parse(text.slice(i, j + 1));
const steps = audit.steps.map((s) => s.step);
if (steps.join("|") !== STEPS.join("|")) throw new Error("steps must be the six, in order");
if (audit.checklist.length !== 12) throw new Error("checklist must have all twelve items");
if (!audit.rewrite.code.trim()) throw new Error("rewrite.code must be non-empty");
return audit;
}
const audit = parseAudit(job);
const highs = audit.findings.filter((f) => f.severity === "high");
const fails = audit.checklist.filter((c) => c.status === "fail");
console.log(`${audit.verdict_level}: ${highs.length} high, ${fails.length} checklist fails`);
var STEPS = []string{"DOM event listeners", "One-time events", "Repeated method calls",
"Model-tied stores", "Resource pools", "Test leak guards"}
func parseAudit(raw string) (*Audit, error) {
t := strings.TrimSpace(raw)
if k := strings.Index(t, "\n"); strings.HasPrefix(t, "```") && k > 0 {
t = t[k+1:]
}
t = strings.TrimSuffix(strings.TrimSpace(t), "```")
i, j := strings.Index(t, "{"), strings.LastIndex(t, "}")
if i < 0 || j <= i {
return nil, fmt.Errorf("no JSON object found")
}
var a Audit // the struct from step 5
if err := json.Unmarshal([]byte(t[i:j+1]), &a); err != nil {
return nil, err
}
if len(a.Steps) != len(STEPS) {
return nil, fmt.Errorf("steps must contain all six audit steps")
}
for n, s := range a.Steps {
if s.Step != STEPS[n] {
return nil, fmt.Errorf("step %d is %q, want %q", n, s.Step, STEPS[n])
}
}
if len(a.Checklist) != 12 {
return nil, fmt.Errorf("checklist must contain all twelve items")
}
if strings.TrimSpace(a.Rewrite.Code) == "" {
return nil, fmt.Errorf("rewrite.code must be non-empty")
}
return &a, nil
}
// The two-parse rule: data.output.output is a JSON *string*, so unwrap it,
// clean it, and parse it again with your JSON library.
static final List<String> STEPS = List.of(
"DOM event listeners", "One-time events", "Repeated method calls",
"Model-tied stores", "Resource pools", "Test leak guards");
static String cleanAuditJson(String raw) {
String t = raw.strip()
.replaceFirst("^```[a-zA-Z]*\\s*", "")
.replaceFirst("```\\s*$", "");
int i = t.indexOf('{'), j = t.lastIndexOf('}');
if (i < 0 || j <= i) throw new IllegalArgumentException("no JSON object found");
return t.substring(i, j + 1);
}
// Then assert, before acting on it:
// steps has all six of STEPS, in order; checklist has twelve items;
// rewrite.code is non-blank; verdict_level is clean | patch | leaking.
// Anything else means re-running with a retry_note instead of trusting the reply.
STEPS = ["DOM event listeners", "One-time events", "Repeated method calls",
"Model-tied stores", "Resource pools", "Test leak guards"].freeze
def parse_audit(job)
raw = job["output"].is_a?(Hash) ? job["output"].fetch("output", job["output"]) : job["output"]
return raw unless raw.is_a?(String)
text = raw.strip.sub(/\A```[a-z]*\s*/i, "").sub(/```\s*\z/, "")
i, j = text.index("{"), text.rindex("}")
raise "no JSON object found" if i.nil? || j.nil? || j <= i
audit = JSON.parse(text[i..j])
raise "steps must be the six audit steps, in order" if audit["steps"].map { |s| s["step"] } != STEPS
raise "checklist must have all twelve items" if audit["checklist"].length != 12
raise "rewrite.code must be non-empty" if audit["rewrite"]["code"].to_s.strip.empty?
audit
end
audit = parse_audit(job)
puts "#{audit["verdict_level"]}: #{audit["findings"].count { |f| f["severity"] == "high" }} high"
const STEPS = ["DOM event listeners", "One-time events", "Repeated method calls",
"Model-tied stores", "Resource pools", "Test leak guards"];
function parse_audit(array $job): array {
$raw = is_array($job["output"]) ? ($job["output"]["output"] ?? $job["output"]) : $job["output"];
if (!is_string($raw)) { return $raw; }
$text = preg_replace('/^```[a-z]*\s*/i', "", trim($raw));
$text = preg_replace('/```\s*$/', "", $text);
$i = strpos($text, "{");
$j = strrpos($text, "}");
if ($i === false || $j === false || $j <= $i) {
throw new Exception("no JSON object found");
}
$audit = json_decode(substr($text, $i, $j - $i + 1), true);
if (array_column($audit["steps"], "step") !== STEPS) {
throw new Exception("steps must be the six audit steps, in order");
}
if (count($audit["checklist"]) !== 12) {
throw new Exception("checklist must have all twelve items");
}
if (trim($audit["rewrite"]["code"]) === "") {
throw new Exception("rewrite.code must be non-empty");
}
return $audit;
}
static readonly string[] Steps = {
"DOM event listeners", "One-time events", "Repeated method calls",
"Model-tied stores", "Resource pools", "Test leak guards",
};
static JsonDocument ParseAudit(JsonElement job)
{
var raw = job.TryGetProperty("output", out var o) && o.ValueKind == JsonValueKind.Object
? o.GetProperty("output").GetString()
: o.GetString();
var text = (raw ?? "").Trim();
if (text.StartsWith("```")) text = text[(text.IndexOf('\n') + 1)..];
if (text.EndsWith("```")) text = text[..^3];
int i = text.IndexOf('{'), j = text.LastIndexOf('}');
if (i < 0 || j <= i) throw new InvalidOperationException("no JSON object found");
var doc = JsonDocument.Parse(text[i..(j + 1)]);
var root = doc.RootElement;
var got = root.GetProperty("steps").EnumerateArray()
.Select(s => s.GetProperty("step").GetString()).ToArray();
if (!got.SequenceEqual(Steps))
throw new InvalidOperationException("steps must be the six audit steps, in order");
if (root.GetProperty("checklist").GetArrayLength() != 12)
throw new InvalidOperationException("checklist must have all twelve items");
if (string.IsNullOrWhiteSpace(root.GetProperty("rewrite").GetProperty("code").GetString()))
throw new InvalidOperationException("rewrite.code must be non-empty");
return doc;
}
The rewrite is a starting point, not a sign-off: it is written to be complete and
self-consistent with the findings, but it is AI-generated and it only sees what you pasted.
Read it, run tsc and your test suite against it, and keep the human review in
the loop before it goes anywhere near production.
Step 8 — Storing audits
The app declares one collection, audits, and that is the system of record behind
its history panel — past audits follow the user across devices instead of sitting in one
browser's localStorage. You can write to it from a script exactly as the app does, which is
how a CI job accumulates a leak history for a repository.
Two details decide whether your integration works. First, records nest under
doc: create takes {"doc": {…}}, and query, get and
similar all return {record_id, doc: {…}, created_at} — read
record.doc.verdict_level, never record.verdict_level. Second,
the sort key is sort, an object, not order_by: an
unrecognised key is ignored silently and you get created_at desc back without
any error to tell you why. Query answers with {"data": {"records": […]},
"meta": {"pagination": {"has_more", "next_cursor"}}}.
The collection is acl_read: owner / acl_write: user, so rows are
scoped to the subject that wrote them: a row written under a guest token belongs to that
guest and will not appear once the user signs in. Documents are capped at 64 KB, which a
single 100 KB paste blows on its own — the app keeps its records under
58 KB by shedding the pasted input first (marking input_dropped) and the
rewrite second (rewrite_dropped). Do the same rather than letting a write fail.
| doc field | Type | Meaning |
|---|---|---|
title | string | Display name for the row — the app stores audit_name. |
verdict_level | string | clean | patch | leaking, copied off the audit. |
runtime | string | The runtime the audit ran under, so a history list can be filtered by idiom set. |
findings_count | number | findings.length — cheap to sort and chart without re-reading the audit. |
fails_count | number | How many checklist items came back fail. |
summary | string | First 1,000 characters of summary (or verdict). One of the embedded fields, so it drives semantic search. |
ran_at | string | ISO-8601 timestamp. Sort on this rather than on created_at if you ever back-fill older runs. |
audit | object | The whole parsed audit object from step 7. |
meta | object | Run metadata: {secs, charged, model, when}. |
input | object or null | {code, runtime, notes, prescan_facts} so the run can be repeated, or null with input_dropped: true when the paste would break the size cap. |
COL="$API/collections/audits"
# 1. save the audit that just finished
jq -n --slurpfile a audit.json --arg rt "vscode" '{doc: {
title: $a[0].audit_name,
verdict_level: $a[0].verdict_level,
runtime: $rt,
findings_count: ($a[0].findings | length),
fails_count: ([$a[0].checklist[] | select(.status == "fail")] | length),
summary: ($a[0].summary // $a[0].verdict)[0:1000],
ran_at: (now | todate),
audit: $a[0],
meta: {model: "gpt-terra"},
input: null
}}' > record.json
RECORD_ID=$(curl -s -X POST "$COL/records" \
-H "Authorization: Bearer $TOKEN" -H "Content-Type: application/json" \
-d @record.json | jq -r '.data.record.record_id')
# 2. list the ten most recent - note `sort`, an object, NOT `order_by`
curl -s -X POST "$COL/query" \
-H "Authorization: Bearer $TOKEN" -H "Content-Type: application/json" \
-d '{"sort":{"field":"ran_at","dir":"desc"},"limit":10}' \
| jq -r '.data.records[] | "\(.doc.ran_at) [\(.doc.verdict_level)] \(.doc.title)"'
# 3. semantic search over title, summary and runtime
curl -s -X POST "$COL/similar" \
-H "Authorization: Bearer $TOKEN" -H "Content-Type: application/json" \
-d '{"text":"listener added on every keystroke","limit":5}' \
| jq -r '.data.records[] | "\(.score) \(.doc.title)"'
COL = "/collections/audits"
fails = sum(1 for c in audit["checklist"] if c["status"] == "fail")
doc = {
"title": audit["audit_name"],
"verdict_level": audit["verdict_level"],
"runtime": payload["runtime"],
"findings_count": len(audit["findings"]),
"fails_count": fails,
"summary": (audit["summary"] or audit["verdict"])[:1000],
"ran_at": time.strftime("%Y-%m-%dT%H:%M:%SZ", time.gmtime()),
"audit": audit,
"meta": {"model": "gpt-terra"},
"input": None, # drop the paste rather than break the 64 KB cap
}
record = api("POST", COL + "/records", {"doc": doc})["record"]
print("saved", record["record_id"])
# `sort` is an object, NOT `order_by` - an unknown key falls back to created_at desc
page = api("POST", COL + "/query", {"sort": {"field": "ran_at", "dir": "desc"}, "limit": 10})
for rec in page["records"]:
d = rec["doc"] # always unwrap doc
print(f'{d["ran_at"]} [{d["verdict_level"]:>7}] {d["title"]} '
f'({d["findings_count"]} findings, {d["fails_count"]} fails)')
hits = api("POST", COL + "/similar",
{"text": "listener added on every keystroke", "limit": 5})["records"]
for h in hits:
print(round(h.get("score", 0), 3), h["doc"]["title"])
const COL = "/collections/audits";
const fails = audit.checklist.filter((c) => c.status === "fail").length;
const doc = {
title: audit.audit_name,
verdict_level: audit.verdict_level,
runtime: payload.runtime,
findings_count: audit.findings.length,
fails_count: fails,
summary: (audit.summary || audit.verdict).slice(0, 1000),
ran_at: new Date().toISOString(),
audit,
meta: { model: "gpt-terra" },
input: null, // drop the paste rather than break the 64 KB cap
};
const { record } = await api("POST", `${COL}/records`, { doc });
console.log("saved", record.record_id);
// `sort` is an object, NOT `order_by`
const page = await api("POST", `${COL}/query`,
{ sort: { field: "ran_at", dir: "desc" }, limit: 10 });
for (const rec of page.records) {
const d = rec.doc; // always unwrap doc
console.log(`${d.ran_at} [${d.verdict_level}] ${d.title} (${d.findings_count} findings)`);
}
const { records } = await api("POST", `${COL}/similar`,
{ text: "listener added on every keystroke", limit: 5 });
for (const r of records) console.log(r.score, r.doc.title);
const col = "/collections/audits"
fails := 0
for _, c := range audit.Checklist {
if c.Status == "fail" {
fails++
}
}
doc := map[string]any{
"title": audit.AuditName,
"verdict_level": audit.VerdictLevel,
"runtime": "vscode",
"findings_count": len(audit.Findings),
"fails_count": fails,
"summary": audit.Summary,
"ran_at": time.Now().UTC().Format(time.RFC3339),
"audit": audit,
"meta": map[string]any{"model": "gpt-terra"},
"input": nil,
}
var created struct {
Record struct {
RecordID string `json:"record_id"`
} `json:"record"`
}
if err := call("POST", col+"/records", map[string]any{"doc": doc}, &created); err != nil {
log.Fatal(err)
}
// `sort` is an object, NOT `order_by`.
var page struct {
Records []struct {
RecordID string `json:"record_id"`
Doc struct {
Title string `json:"title"`
VerdictLevel string `json:"verdict_level"`
RanAt string `json:"ran_at"`
FindingsCount int `json:"findings_count"`
} `json:"doc"`
} `json:"records"`
}
q := map[string]any{"sort": map[string]string{"field": "ran_at", "dir": "desc"}, "limit": 10}
if err := call("POST", col+"/query", q, &page); err != nil {
log.Fatal(err)
}
for _, r := range page.Records {
fmt.Printf("%s [%s] %s\n", r.Doc.RanAt, r.Doc.VerdictLevel, r.Doc.Title)
}
// Create: POST /collections/audits/records with {"doc": { ... }}
String recordJson = """
{"doc": {
"title": %s,
"verdict_level": "leaking",
"runtime": "vscode",
"findings_count": 4,
"fails_count": 4,
"summary": %s,
"ran_at": "%s",
"audit": %s,
"meta": {"model": "gpt-terra"},
"input": null
}}""".formatted(toJsonString(auditName), toJsonString(summary),
java.time.Instant.now().toString(), auditJson);
String created = api("POST", "/collections/audits/records", recordJson);
// data.record.record_id
// List: the key is `sort` (an object), NOT `order_by` - an unknown key is
// ignored silently and you get created_at desc back with no error.
String page = api("POST", "/collections/audits/query", """
{"sort": {"field": "ran_at", "dir": "desc"}, "limit": 10}""");
// data.records[] -> each is {record_id, doc: {...}, created_at}; read fields off .doc,
// and data has meta.pagination.has_more / next_cursor for the next page.
// Semantic search over the embedded fields (title, summary, runtime):
String hits = api("POST", "/collections/audits/similar", """
{"text": "listener added on every keystroke", "limit": 5}""");
COL = "/collections/audits"
fails = audit["checklist"].count { |c| c["status"] == "fail" }
doc = {
title: audit["audit_name"],
verdict_level: audit["verdict_level"],
runtime: payload[:runtime],
findings_count: audit["findings"].length,
fails_count: fails,
summary: (audit["summary"] || audit["verdict"])[0, 1000],
ran_at: Time.now.utc.iso8601,
audit: audit,
meta: { model: "gpt-terra" },
input: nil # drop the paste rather than break the 64 KB cap
}
record = api("POST", "#{COL}/records", { doc: doc })["record"]
puts "saved #{record["record_id"]}"
# `sort` is an object, NOT `order_by`
page = api("POST", "#{COL}/query", { sort: { field: "ran_at", dir: "desc" }, limit: 10 })
page["records"].each do |rec|
d = rec["doc"] # always unwrap doc
puts "#{d["ran_at"]} [#{d["verdict_level"]}] #{d["title"]} (#{d["findings_count"]} findings)"
end
hits = api("POST", "#{COL}/similar", { text: "listener added on every keystroke", limit: 5 })
hits["records"].each { |h| puts "#{h["score"]} #{h["doc"]["title"]}" }
const COL = "/collections/audits";
$fails = count(array_filter($audit["checklist"], fn($c) => $c["status"] === "fail"));
$doc = [
"title" => $audit["audit_name"],
"verdict_level" => $audit["verdict_level"],
"runtime" => $payload["runtime"],
"findings_count" => count($audit["findings"]),
"fails_count" => $fails,
"summary" => substr($audit["summary"] ?: $audit["verdict"], 0, 1000),
"ran_at" => gmdate("c"),
"audit" => $audit,
"meta" => ["model" => "gpt-terra"],
"input" => null, // drop the paste rather than break the 64 KB cap
];
$record = api("POST", COL . "/records", ["doc" => $doc])["record"];
echo "saved {$record['record_id']}\n";
// `sort` is an object, NOT `order_by`
$page = api("POST", COL . "/query", ["sort" => ["field" => "ran_at", "dir" => "desc"], "limit" => 10]);
foreach ($page["records"] as $rec) {
$d = $rec["doc"]; // always unwrap doc
echo "{$d['ran_at']} [{$d['verdict_level']}] {$d['title']}\n";
}
$hits = api("POST", COL . "/similar", ["text" => "listener added on every keystroke", "limit" => 5]);
foreach ($hits["records"] as $h) { echo "{$h['score']} {$h['doc']['title']}\n"; }
const string Col = "/collections/audits";
var fails = audit.GetProperty("checklist").EnumerateArray()
.Count(c => c.GetProperty("status").GetString() == "fail");
var doc = new {
title = audit.GetProperty("audit_name").GetString(),
verdict_level = audit.GetProperty("verdict_level").GetString(),
runtime = "vscode",
findings_count = audit.GetProperty("findings").GetArrayLength(),
fails_count = fails,
summary = audit.GetProperty("summary").GetString(),
ran_at = DateTime.UtcNow.ToString("o"),
audit,
meta = new { model = "gpt-terra" },
input = (object?)null, // drop the paste rather than break the 64 KB cap
};
var created = await SkillSafe.ApiAsync(HttpMethod.Post, Col + "/records", new { doc });
Console.WriteLine("saved " + created.GetProperty("record").GetProperty("record_id"));
// `sort` is an object, NOT `order_by`
var page = await SkillSafe.ApiAsync(HttpMethod.Post, Col + "/query",
new { sort = new { field = "ran_at", dir = "desc" }, limit = 10 });
foreach (var rec in page.GetProperty("records").EnumerateArray())
{
var d = rec.GetProperty("doc"); // always unwrap doc
Console.WriteLine($"{d.GetProperty("ran_at")} [{d.GetProperty("verdict_level")}] " +
$"{d.GetProperty("title")}");
}
var hits = await SkillSafe.ApiAsync(HttpMethod.Post, Col + "/similar",
new { text = "listener added on every keystroke", limit = 5 });
Read the history through POST /collections/audits/query, not through the
key-value GET /data/{key} endpoint: that one caches per subject and key for
about 90 seconds, so a single stored document would stop reflecting new runs right after the
first read. The query path returns fresh rows immediately after a write, which is why the
app's own history panel is built on it.