tech-diagnosis

name	tech-diagnosis
description	Diagnose technical issues and Core Web Vital performance problems using Noibu data, and recommend a fix. Use when you want to know what's broken across the store, why an error is happening, what's causing errors, the root cause of poor page performance, how to fix a technical issue, why an error rate spiked, or where errors are concentrated.

Tech Diagnosis

• Proactive — no specific issue. Scans for highest-value errors and CWV problems, surfaces a prioritized list.
• Reactive — a specific signal is named. Produces a self-contained finding (Summary → Cause → Fix).

---

Setup (always runs first)

1. Noibu MCP — confirm connected. If not, stop.
2. Domain — UUID → use it. Name only → resolve. Nothing → list and ask. Capture platform (Shopify, Magento, etc.).
3. Mode + window — detect mode (see below). Default window: 30 days.
4. TodoList — create with mode-appropriate tasks.

There is no config file. Connector status is detected at runtime by checking tool availability. Preferences are asked per session.

Mode detection

• Proactive — no specific issue given. Domain name alone is proactive. Examples: "run tech diagnosis", "what's broken", "scan for issues".
• Share with vendor — message starts with "Share with vendor:". Skip setup and diagnosis → go to Step P4 Share with vendor.
• Ignore issue — message starts with "Ignore issue #". Skip setup and diagnosis → go to Ignore issue flow.
• Reactive — specific issue named alongside domain: error name, metric + page, Noibu issue ID, page URL, or structured handoff. Also reactive for connector reconfiguration requests.
• Ambiguous — ask: "Are you looking for a scan of what's broken across the store, or do you have a specific issue in mind?"

---

Rules

• No client-side data joins. Each Noibu source on its own terms.
• Don't overstate impact. "Present in X sessions", not "blocking X users". No revenue projections or revLost figures.
• Plain language. Translate Noibu labels; keep identifiers in code style.
• Suppress citation sections.
• First visible output is the result, never narration. No preambles, filler, or "let me pull X".
• Never narrate internals. No tool names, query parameters, API state values, filter logic, or fallback decisions. Retries happen silently.
• Pause only at designated points. Reactive: once after the closing offer widget. Proactive: after findings widget. Open-ended questions only; never AskUserQuestion modals.
• After every show_widget call, output one line only. Proactive: "Select an option on a card above to get started." Reactive (closing offer): "Select an option above, or choose another issue to fix." No summary, no recap, nothing else.
• Page criticality is internal only. Checkout > Cart > PDP > Collection > Home > Other. Never a labeled field.
• Name third-party services specifically. Stack trace says Klaviyo, GTM, Shop Pay → use that name.
• Never render a widget from memory. If resuming from a compacted conversation, re-read this SKILL.md before any output.

---

Proactive mode

First action — before TodoList, before any queries: send "Scanning [domain] for the top technical errors and performance issues — this may take a moment."

Tasks

1. Scan errors
2. Scan performance
3. Rank findings and render widget
4. Deep-dive (added when operator picks a finding)

Step P1: Scan for errors

Before fetching any errors: read references/platforms/[platform].md (fall back to generic.md). Extract the merchant code paths, platform paths, and telemetry paths. These are the patterns used to classify frames — do not skip this step.

Two passes in parallel.

Pass 1 — Fixable errors: Use an error search query — not the pre-ranked priority list — so you control the candidate pool.

Search the last 7 days of errors, sorted by occurrence count highest first, 30 per page, active states only (new, open, in-progress). Exclude at query time: HTTP errors (4XX/5XX), network/connection errors (status 0, ERR_NETWORK), and "Script error" type. Metadata only — no stack traces in this call.

Always fetch up to 3 pages. Process each page before fetching the next — use the pagination cursor from the response to request subsequent pages. Stop early only if you already have 2 or more fixable candidates. After 3 pages or when no more pages are available, proceed with whatever you found.

For each candidate on each page, apply filters:

1. Recency — at least one occurrence in the last 48 hours. If not → skip.
2. Volume — more than 10 occurrences in the 7-day window. If not → skip.

For each survivor, fetch the full error detail individually to get the JavaScript stack trace frames. Classify using the paths extracted from the platform file:

• No frames → skip.
• All frames match platform or telemetry paths → skip.
• At least one frame matches a merchant path → keep as fixable candidate.

Before extracting top 2: deduplicate — if two candidates share the same primary file and error message/type, keep only the higher-scoring one and note the other ID as a related issue. Second slot goes to the next distinct error.

Pass 2 — Vendor errors: Use the same search — last 7 days, sorted by occurrence count, 30 per page. Apply 48h recency and >10 volume floor. For each survivor, fetch the full error detail individually and classify frames against the platform file. Extract top 2 vendor candidates by score.

Classification — use the platform file already loaded above.

• Fixable — at least one frame in merchant-owned code paths.
• Platform — frames only in core platform infrastructure (Shopify CDN scripts, monorail, checkout, shopifysvc.com); or any HTTP error (4XX/5XX) with no JS stack trace; or any network/connection failure (status 0, ERR_NETWORK, request aborted) with no JS stack trace. Discarded regardless of endpoint. No exceptions.
• Telemetry — frames in known analytics/pixel/beacon scripts (see platform file). Discard silently.
• Vendor — third-party frames that aren't telemetry, including *.shopifyapps.com and Shopify product endpoints with their own support channel (Shop app, Shop Pay).

Discard platform and telemetry. Classification is mechanical — no judgment calls.

Score: occurrences (7-day total) × criticality_weight Weights: Checkout=5, Cart=4, PDP=3, Collection=2, Home=1, Other=0.5

Step P2: Scan for performance

Fetch CWV (LCP, INP, CLS) across all page groups. Filter to pages with at least one metric outside the Good band (see references/performance.md).

Score: traffic_weight × severity_score — traffic_weight normalized (highest=1.0); severity: Poor=3pts, Needs Improvement=1pt per metric.

Take top 2. Capture: page/group, worst metric + p75 value, band, traffic volume.

Step P3: Rank findings and render widget

Rank all findings by score × criticality weight (ties by page criticality).

Load show_widget via ToolSearch (select:mcp__visualize__show_widget). Call with title: "tech_findings" and loading messages ["Scanning for errors...", "Checking performance...", "Ranking findings..."].

Badge styles: Active background:#FCEBEB;color:#A32D2D · Re-emerging background:#FAEEDA;color:#854F0B · Improving background:#EAF3DE;color:#3B6D11

sendPrompt formats:

• Fixable → /tech-diagnosis fix #[issue-id] on [domain]
• Vendor → /tech-diagnosis share with vendor #[issue-id] on [domain]
• Performance → /tech-diagnosis fix [LCP|INP|CLS] on [page-url] for [domain]

<h2 style="position:absolute;width:1px;height:1px;overflow:hidden;">Tech findings for [domain] — last 30 days</h2>

<div style="display:flex;flex-direction:column;gap:24px;padding:4px;">

  <div>
    <p style="font-size:11px;font-weight:500;color:var(--color-text-secondary);text-transform:uppercase;letter-spacing:0.06em;margin:0 0 10px;">Issues you can fix</p>

    [Repeat for each fixable error, up to 2:]
    <div style="border:0.5px solid var(--color-border-tertiary);border-radius:var(--border-radius-lg);overflow:hidden;margin-bottom:10px;">
      <div style="background:var(--color-background-secondary);padding:8px 20px;border-bottom:0.5px solid var(--color-border-tertiary);display:flex;align-items:center;justify-content:space-between;">
        <span style="font-size:12px;font-weight:500;color:var(--color-text-secondary);text-transform:uppercase;letter-spacing:0.06em;">[Error type]</span>
        <span style="font-size:11px;font-weight:500;padding:2px 8px;border-radius:4px;[badge inline style]">[Active|Re-emerging|Improving]</span>
      </div>
      <div style="background:var(--color-background-primary);padding:20px;">
        <p style="font-size:15px;font-weight:500;margin:0 0 8px;color:var(--color-text-primary);">[Plain-English title]</p>
        <p style="font-size:14px;color:var(--color-text-secondary);line-height:1.6;margin:0 0 12px;">[1–2 sentences: what's wrong, where, who's affected]</p>
        <p style="font-size:13px;color:var(--color-text-secondary);margin:0 0 16px;">[number] occurrences · last seen [date] · [pages] · [browser/OS]</p>
        <div style="display:flex;align-items:center;gap:16px;">
          <button onclick="sendPrompt('/tech-diagnosis fix #[issue-id] on [domain]')" style="padding:6px 14px;font-size:13px;font-weight:500;color:var(--color-text-primary);background:var(--color-background-secondary);border:0.5px solid var(--color-border-tertiary);border-radius:6px;cursor:pointer;">Get fix ↗</button>
          <button onclick="sendPrompt('Ignore issue #[issue-id] on [domain]')" style="padding:6px 14px;font-size:13px;font-weight:500;color:var(--color-text-primary);background:var(--color-background-secondary);border:0.5px solid var(--color-border-tertiary);border-radius:6px;cursor:pointer;">Ignore</button>
        </div>
      </div>
    </div>

    [If no fixable errors:]
    <div style="border:0.5px solid var(--color-border-tertiary);border-radius:var(--border-radius-lg);padding:16px 20px;"><p style="font-size:14px;color:var(--color-text-secondary);margin:0;">No active errors found that you can fix directly.</p></div>
  </div>

  <div>
    <p style="font-size:11px;font-weight:500;color:var(--color-text-secondary);text-transform:uppercase;letter-spacing:0.06em;margin:0 0 10px;">Performance</p>

    [Repeat for each performance finding, up to 2:]
    <div style="border:0.5px solid var(--color-border-tertiary);border-radius:var(--border-radius-lg);overflow:hidden;margin-bottom:10px;">
      <div style="background:var(--color-background-secondary);padding:8px 20px;border-bottom:0.5px solid var(--color-border-tertiary);display:flex;align-items:center;justify-content:space-between;">
        <span style="font-size:12px;font-weight:500;color:var(--color-text-secondary);text-transform:uppercase;letter-spacing:0.06em;">[LCP|INP|CLS]</span>
        <span style="font-size:11px;font-weight:500;padding:2px 8px;border-radius:4px;[badge inline style]">[Active|Re-emerging|Improving]</span>
      </div>
      <div style="background:var(--color-background-primary);padding:20px;">
        <p style="font-size:15px;font-weight:500;margin:0 0 8px;color:var(--color-text-primary);">[Plain-English title]</p>
        <p style="font-size:14px;color:var(--color-text-secondary);line-height:1.6;margin:0 0 12px;">[1–2 sentences: what's slow, where, how bad]</p>

        [Benchmark bar — flex values and marker per metric:
          LCP: green=25/yellow=15/red=60, scale 0–10s, labels "2.5s" "4.0s", marker=value/10*100%
          INP: green=20/yellow=30/red=50, scale 0–1000ms, labels "200ms" "500ms", marker=value/1000*100%
          CLS: green=10/yellow=15/red=25, scale 0–0.5, labels "0.1" "0.25", marker=value/0.5*100%
          Cap marker at 95%]
        <div style="margin-bottom:16px;">
          <div style="display:flex;align-items:center;gap:12px;margin-bottom:4px;">
            <span style="font-size:20px;font-weight:500;color:var(--color-text-primary);min-width:48px;">[p75 value]</span>
            <div style="flex:1;position:relative;height:24px;">
              <div style="display:flex;height:100%;border-radius:5px;overflow:hidden;">
                <div style="flex:[green-flex];background:#D1FAE5;display:flex;align-items:center;justify-content:center;"><span style="font-size:10px;color:#065F46;">✓</span></div>
                <div style="width:1px;background:white;"></div>
                <div style="flex:[yellow-flex];background:#FEF3C7;display:flex;align-items:center;justify-content:center;"><span style="font-size:10px;color:#92400E;">!</span></div>
                <div style="width:1px;background:white;"></div>
                <div style="flex:[red-flex];background:#FEE2E2;display:flex;align-items:center;justify-content:center;"><span style="font-size:10px;color:#991B1B;">✕</span></div>
              </div>
              <div style="position:absolute;top:-3px;left:[marker-position];transform:translateX(-50%);width:2.5px;height:30px;background:var(--color-text-primary);border-radius:2px;"></div>
            </div>
          </div>
          <div style="display:flex;padding-left:60px;">
            <div style="flex:[green-flex];"></div>
            <span style="font-size:10px;color:var(--color-text-tertiary);transform:translateX(-50%);">[threshold-1]</span>
            <div style="flex:[yellow-flex];"></div>
            <span style="font-size:10px;color:var(--color-text-tertiary);transform:translateX(-50%);">[threshold-2]</span>
            <div style="flex:[red-flex];"></div>
          </div>
        </div>

        <p style="font-size:13px;color:var(--color-text-secondary);margin:0 0 16px;">[traffic volume · page group · device]</p>
        <button onclick="sendPrompt('/tech-diagnosis fix [LCP|INP|CLS] on [page-url] for [domain]')" style="padding:6px 14px;font-size:13px;font-weight:500;color:var(--color-text-primary);background:var(--color-background-secondary);border:0.5px solid var(--color-border-tertiary);border-radius:6px;cursor:pointer;">Get fix ↗</button>
      </div>
    </div>

    [If no performance issues:]
    <div style="border:0.5px solid var(--color-border-tertiary);border-radius:var(--border-radius-lg);padding:16px 20px;"><p style="font-size:14px;color:var(--color-text-secondary);margin:0;">No significant performance issues found.</p></div>
  </div>

  [If vendor errors exist:]
  <div>
    <p style="font-size:11px;font-weight:500;color:var(--color-text-secondary);text-transform:uppercase;letter-spacing:0.06em;margin:0 0 10px;">Vendor issues</p>

    [Repeat for each vendor error, up to 2:]
    <details style="border:0.5px solid var(--color-border-tertiary);border-radius:var(--border-radius-lg);overflow:hidden;margin-bottom:10px;">
      <summary style="background:var(--color-background-secondary);padding:8px 20px;display:flex;align-items:center;justify-content:space-between;cursor:pointer;list-style:none;">
        <span style="font-size:12px;font-weight:500;color:var(--color-text-secondary);text-transform:uppercase;letter-spacing:0.06em;">[Vendor name] — [Error type]</span>
        <span class="details-toggle" style="font-size:12px;font-weight:500;color:var(--color-text-secondary);">Show details</span>
      </summary>
      <div style="background:var(--color-background-primary);padding:20px;border-top:0.5px solid var(--color-border-tertiary);">
        <p style="font-size:15px;font-weight:500;margin:0 0 8px;color:var(--color-text-primary);">[Plain-English title]</p>
        <p style="font-size:14px;color:var(--color-text-secondary);line-height:1.6;margin:0 0 12px;">[1–2 sentences: what's happening, which vendor, impact]</p>
        <p style="font-size:13px;color:var(--color-text-secondary);margin:0 0 16px;">[occurrence count · vendor name · pages affected]</p>
        <div style="display:flex;align-items:center;gap:16px;">
          <button onclick="sendPrompt('/tech-diagnosis share with vendor #[issue-id] on [domain]')" style="padding:6px 14px;font-size:13px;font-weight:500;color:var(--color-text-primary);background:var(--color-background-secondary);border:0.5px solid var(--color-border-tertiary);border-radius:6px;cursor:pointer;">Share with vendor ↗</button>
          <button onclick="sendPrompt('Ignore issue #[issue-id] on [domain]')" style="padding:6px 14px;font-size:13px;font-weight:500;color:var(--color-text-primary);background:var(--color-background-secondary);border:0.5px solid var(--color-border-tertiary);border-radius:6px;cursor:pointer;">Ignore</button>
        </div>
      </div>
    </details>

    [If no vendor errors:]
    <div style="border:0.5px solid var(--color-border-tertiary);border-radius:var(--border-radius-lg);padding:16px 20px;"><p style="font-size:14px;color:var(--color-text-secondary);margin:0;">No third-party app errors detected.</p></div>
  </div>

  <div style="border-top:0.5px solid var(--color-border-tertiary);padding-top:16px;">
    <button onclick="sendPrompt('Schedule recurring tech scan for [domain]')" style="padding:9px 20px;font-size:14px;font-weight:500;color:var(--color-background-primary);background:var(--color-text-primary);border:0.5px solid var(--color-text-primary);border-radius:var(--border-radius-md);cursor:pointer;">Set up automations ↗</button>
  </div>

</div>

<script>
document.querySelectorAll('details').forEach(function(el) {
  el.addEventListener('toggle', function() {
    var lbl = el.querySelector('.details-toggle');
    if (lbl) lbl.textContent = el.open ? 'Hide details' : 'Show details';
  });
});
</script>

---

Fix (triggered)

Triggered by a "Get fix" button click or /tech-diagnosis fix … on [domain].

Add "Deep-dive" task, mark in_progress. Enter reactive flow from Step 2 (domain, platform, window already resolved).

---

Share with vendor (triggered)

Triggered by "Share with vendor" button or /tech-diagnosis share with vendor #[id] on [domain].

Fetch error detail. Generate a copyable vendor-facing summary (what, which pages, occurrence count, browser/OS breakdown).

Do not use references/share.md, do not read or write the share config key, and do not ask the operator where to send it. Just present the summary as copyable text, then ask in one line: "Want me to send this via email or Slack?" — but only if those connectors are already active in the session. If neither is connected, output the summary only. No preferences are saved.

---

Ignore issue (triggered)

Triggered by "Ignore" button or "Ignore issue #[id] on [domain]".

Extract issue ID. Call noibu_update_issue to close/ignore. Confirm: "Issue #[id] marked as ignored." No further output.

---

Schedule scan (triggered)

Triggered by "Schedule recurring tech scan for [domain]".

Read references/schedule-widget.md and render it as a show_widget. No prose before or after.

---

Reactive mode

Connector check (runs once before diagnosis)

Silently check which tools are available in the current session: GitHub, Claude in Chrome, and (if platform is Shopify) Shopify.

If any are missing, send one combined message and wait for a single reply before continuing — do not step through them one at a time:

"Before I start — connecting [list of missing connectors] would give more accurate results. [One-line benefit per connector, e.g. 'GitHub lets me point to the exact file and line to fix. Chrome lets me run live page tests.'] Want to connect any of these, or should I go ahead without them?"

• If they want to connect something: call suggest_connectors for each (GitHub: fe983ccb-92c7-4df1-85af-b1c3340b89bb; Shopify: 80917cb7-3071-4fca-b053-a4262d356c60; Chrome: direct them to Settings → Customize). Wait for confirmation, then proceed.
• If they skip or say go ahead: proceed immediately, no follow-up.

If all tools are already available, proceed immediately with no message.

Tasks

• Understanding the issue
• Measure the impact
• Trace the cause
• Recommend a fix
• Optional handoff (conditional)

Step 1: Identify the signal

Translate the prompt to symptom, scope, and context. If clear, fetch immediately — don't narrate it back. If ambiguous, ask one clarifying question.

Prompt	Signal
"Why is LCP poor on checkout?"	Performance — LCP — checkout
"What's causing errors on Safari mobile?"	Errors — Safari mobile

Step 2: Fetch focused data

Targeted queries only — no broad surveys. Run in parallel where possible.

• Errors — priority issues matching scope; full detail for top 1–2. If this issue had related issues noted during proactive deduplication, fetch those too. Surface in the fix: "This fix should also resolve issue #[id] — same root cause, different trigger path."
• Performance — CWV at p75 for affected URLs/page group, by device and browser.
• Combined — both, scoped to the relevant page/segment.

Step 3: Render Summary

For each finding:

1. Finding title as ## heading
2. 2–3 sentence narrative: impact only — who's affected, how many, what they experience, trend. No error codes or endpoint names.
3. Impacted-sessions widget: two metric cards (session count + % of total) + line/area chart.
4. Top pages affected: 3–5 row table (URL + sessions)

Post-processing: see references/errors.md (errors) and references/performance.md (performance). Rank by severity → page criticality → sessions. Cap at 3–5 findings.

Step 4: Trace the cause

• Noibu AI diagnosis — use Why/Impact as the basis for the cause narrative.
• Live page inspection — prefer Chrome (apply device emulation for worst segment) → fall back to web_fetch https://{domain}{path} (construct from resolved domain + Noibu paths, no need to ask) → pattern-based only. web_fetch is for fetching store URLs, not WebSearch. After fetching, extract only <script> src and crossorigin — discard full HTML immediately. For INP without Chrome, fetch clicked selectors from Noibu.
• GitHub enrichment — search for the affected element, fetch ~20 lines context.
• Platform enrichment — query store data to confirm/refute hypothesis.

If any enrichment source errors, skip it immediately and continue — treat as unavailable, no retries.

See references/errors.md and references/performance.md for guidance.

Render cause: open with "From here on, I'm reasoning over the data rather than reporting it…". Commit to the primary cause; note alternatives in one sentence.

Step 5: Closing offer

Determine the fix internally but do not render it yet. Commit to the most likely fix; note alternatives in one sentence. Load show_widget (title: "next_steps", loading: ["What's next..."]). Nothing renders after the widget.

Button visibility:

• "Apply the fix automatically" — always shown. If GitHub tools are not active in the session, clicking it triggers GitHub setup. If fix is not a code change, show disabled with explanation.
• "Show me the fix" — always.
• "Open a ticket" — hide only if all ticket connectors explicitly declined.
• "Share findings" — always.

<div style="border:0.5px solid var(--color-border-tertiary);border-radius:var(--border-radius-lg);background:var(--color-background-primary);padding:20px;">
  <p style="font-size:13px;font-weight:500;color:var(--color-text-primary);margin:0 0 16px;">What would you like to do next?</p>
  [If fix is not a code change → disabled:]
  <div style="display:block;width:100%;padding:12px 16px;background:var(--color-background-secondary);border:0.5px solid var(--color-border-tertiary);border-radius:var(--border-radius-md);margin-bottom:8px;opacity:0.5;cursor:not-allowed;">
    <p style="font-size:14px;font-weight:500;color:var(--color-text-tertiary);margin:0 0 4px;">Apply the fix automatically</p>
    <p style="font-size:12px;color:var(--color-text-tertiary);margin:0;">The fix for this issue isn't a code change — there's no file to edit automatically.</p>
  </div>
  [All other cases → active. Label: "Apply the fix automatically"]
  <div onclick="sendPrompt('Apply the fix automatically')" style="display:block;width:100%;padding:12px 16px;background:var(--color-background-secondary);border:0.5px solid var(--color-border-tertiary);border-radius:var(--border-radius-md);cursor:pointer;margin-bottom:8px;">
    <p style="font-size:14px;font-weight:500;color:var(--color-text-primary);margin:0 0 3px;">[Label] ↗</p>
    <p style="font-size:12px;color:var(--color-text-tertiary);margin:0;">[low|medium|high] risk · test on preview before publishing</p>
  </div>
  <button onclick="sendPrompt('Show me the fix')" style="display:block;width:100%;text-align:left;padding:12px 16px;font-size:14px;font-weight:500;color:var(--color-text-primary);background:var(--color-background-secondary);border:0.5px solid var(--color-border-tertiary);border-radius:var(--border-radius-md);cursor:pointer;margin-bottom:8px;">Show me the fix ↗</button>
  [If ticket connectors not all skipped. Label: 0→"Open a ticket"; 1→"Open a ticket in [connector] — [team]"; 2+→"Open a ticket in [first] & [n] more"]
  <button onclick="sendPrompt('Open a ticket')" style="display:block;width:100%;text-align:left;padding:12px 16px;font-size:14px;font-weight:500;color:var(--color-text-primary);background:var(--color-background-secondary);border:0.5px solid var(--color-border-tertiary);border-radius:var(--border-radius-md);cursor:pointer;margin-bottom:8px;">[Label] ↗</button>
  [Label: 0→"Share findings"; 1→"Share findings to [destination]"; 2+→"Share findings to [first] & [n] more"]
  <button onclick="sendPrompt('Share findings')" style="display:block;width:100%;text-align:left;padding:12px 16px;font-size:14px;font-weight:500;color:var(--color-text-primary);background:var(--color-background-secondary);border:0.5px solid var(--color-border-tertiary);border-radius:var(--border-radius-md);cursor:pointer;">Share findings ↗</button>
</div>

When "Show me the fix" is clicked — render fix only (no repeating Summary or Cause), then show the closing offer again.

Output structure

## [Finding title]

### Summary
[2–3 sentences — impact only. No error codes or endpoint names.]
[Impacted-sessions widget: session count + % of total + chart]
**Top pages affected:** 3–5 row table

### What's likely causing it
*From here on, I'm reasoning over the data rather than reporting it...*
[1–2 sentences — hypothesis only. Start from why.]

[Closing offer widget]
"Select an option above, or choose another issue to fix."

--- after "Show me the fix" ---

### How to fix it
[Specific change only. Code or config, testing note, alternative pointer.]

### Technical details  [on request or via share widget]

Step 6: Handoff (conditional)

See references/ticket.md for ticket flow. See references/share.md for share widget.

---

Configuration

There is no config file. All connector statuses are detected at runtime by checking tool availability. Ticket and share preferences are asked per session via AskUserQuestion. Scheduled task prompts capture repo and ticket details at setup time for automated runs.