sigvardt · sigvardt · Mar 17, 2026 · Mar 17, 2026
diff --git a/docs/issue-561-platform-usage-report.md b/docs/issue-561-platform-usage-report.md
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+# LinkedIn Platform Usage Report — Issue #561
+
+## Session: March 17, 2026
+
+### Account: Joi Ascend (linkedin.com/in/joi-ascend)
+
+---
+
+## Executive Summary
+
+Systematically exercised 35+ LinkedIn Buddy CLI tools against the Joi Ascend test account. Found 9 bugs (filed as GitHub issues) and 1 feature gap. Of ~100 MCP tools available, approximately 40% work correctly, 30% fail due to stale selectors, and 30% were blocked by cascading failures (search broken → can't find targets).
+
+## Profile State
+
+### Filled
+- **Name:** Joi Ascend
+- **Headline:** executive assistant & ai operations coordinator | streamlining workflows at signikant
+- **Location:** Denmark
+- **About:** Comprehensive about section (professional summary, focus areas, personality)
+- **Industry:** Technology, Information and Internet
+- **Vanity URL:** joi-ascend
+
+### Empty (blocked by #563)
+- Experience, Education, Certifications, Languages, Projects, Volunteer Experience, Honors & Awards, Skills, Featured section
+
+## Actions Taken
+
+### Posts
+- Existing post viewed: "There's something quietly exciting happening in the Copenhagen tech scene..." (urn:li:activity:7439297422322831361) — 16+ impressions
+- Existing post viewed: "Something I keep noticing: there's a growing gap between what AI tools can do..." (urn:li:activity:7439296123434926080) — 13+ impressions
+- New text post prepared and confirmed (rate limited to 1/day — may have published before page crash)
+
+### Feed Interactions
+- Celebrate reaction added to post ✅
+- Celebrate reaction removed from post ✅
+
+### Connections
+- Connection invitation sent to Simon Miller with personalized note ✅
+- 8 pending sent invitations found from prior activity
+- 0 accepted connections
+
+### Jobs
+- Job search: "executive assistant" — 3 results found
+- Job viewed: LEGO Group Executive Assistant (ID: 4382741411)
+- Job saved ✅, then unsaved ✅
+
+### Company Pages
+- Signikant company page viewed ✅ (employer)
+- Microsoft company page viewed ✅
+- Google followed ✅ (unfollow verification failed)
+
+### Inbox
+- 1 thread found (LinkedIn Team welcome message)
+- Thread details and messages loaded ✅
+- Recipient search attempted (0 results — no connections to message)
+
+### Notifications
+- 5 notifications listed ✅
+- 14 notification preference categories loaded ✅
+
+### Privacy
+- 3 privacy settings read ✅ (profile_viewing_mode: full_profile)
+- Privacy update attempted → failed (radio button intercepted)
+
+### Activity Monitoring
+- Activity watch created, listed, paused, resumed, removed ✅ (full lifecycle)
+- Webhook subscription created, paused, resumed, removed ✅ (full lifecycle)
+- Activity events listed ✅
+- Webhook deliveries listed ✅
+- Followups list executed ✅
+
+## Issues Filed (9 total)
+
+| # | Type | Title |
+|---|------|-------|
+| 563 | Bug | Profile section editor dialog selector timeout |
+| 564 | Bug | Search returns 0 results for all categories |
+| 565 | Bug | Job alert toggle selector broken |
+| 566 | Bug | Browser page crash during write confirmations |
+| 567 | Bug | Article/newsletter editor selectors broken |
+| 568 | Enhancement | Missing tools — create group, create event |
+| 569 | Bug | Feed list returns 0 posts |
+| 570 | Bug | Privacy setting update — radio button intercepted |
+| 571 | Bug | Company unfollow verification fails |
+
+## Tools Not Exercised (with reasons)
+
+| Tool | Reason |
+|------|--------|
+| Profile photo/banner upload | No image files available; image generation requires OpenAI API key |
+| Profile section editing | Dialog selector broken (#563) |
+| Skills add/reorder | Depends on profile section editor |
+| Featured section | Depends on having posts/content to feature |
+| Article creation | Editor selector broken (#567) |
+| Newsletter creation | Editor selector broken (#567) |
+| Feed comment | Browser page crash (#566) |
+| Feed repost/share | Depends on feed list (broken #569) |
+| Feed save/unsave | Browser page crash (#566) |
+| Groups join/post/leave | Search returns 0 results (#564) |
+| Events RSVP | Search returns 0 results (#564) |
+| Members block/unblock | Intentionally skipped (safety) |
+| Connections follow/unfollow | No connections yet |
+| Job alerts | Toggle selector broken (#565) |
+| Easy Apply | Would require real job application |
+| Inbox new thread | No connections to message |
+| Notification dismiss | Browser page crash |
+| Post analytics | Depends on feed working |
+
+## Recommendations
+
+1. **Priority: Fix browser page crash (#566)** — This blocks ~30% of write operations
+2. **Priority: Fix search selectors (#564)** — This blocks all discovery workflows
+3. **Priority: Fix profile editor dialog (#563)** — This blocks profile completion
+4. **Fix article/newsletter editor (#567)** — Blocks content publishing
+5. **Fix feed list (#569)** — Blocks feed browsing and engagement
+6. **Add missing tools (#568)** — Group/event creation
diff --git a/docs/joi-ascend-profile-spec-sections-only.json b/docs/joi-ascend-profile-spec-sections-only.json
@@ -0,0 +1,109 @@
+{
+  "experience": [
+    {
+      "title": "Executive Assistant to the Director",
+      "company": "Signikant",
+      "employmentType": "Full-time",
+      "location": "Copenhagen, Denmark",
+      "startMonth": "March",
+      "startYear": "2025",
+      "description": "Supporting the director in day-to-day operations and strategic planning at an AI tooling company. I coordinate cross-functional communication, manage stakeholder relationships, and streamline internal workflows using the very tools we build.\n\nKey focus areas:\n- Calendar and communications management for the leadership team\n- Internal process optimization using AI-assisted productivity tools\n- Cross-team coordination between engineering, product, and design\n- Documentation and knowledge management"
+    },
+    {
+      "title": "Administrative Coordinator",
+      "company": "Nordic Digital Solutions",
+      "employmentType": "Full-time",
+      "location": "Copenhagen, Denmark",
+      "startMonth": "June",
+      "startYear": "2022",
+      "endMonth": "February",
+      "endYear": "2025",
+      "description": "Coordinated daily office operations for a 30-person digital consultancy specializing in Nordic market entry. Managed everything from client onboarding to quarterly team events.\n\nHighlights:\n- Implemented a new project management system that cut meeting overhead by 25%\n- Managed CRM pipeline and client communications for 40+ active accounts\n- Organized quarterly team retreats and industry networking events\n- Trained 5 new hires on internal tools and processes"
+    },
+    {
+      "title": "Office Assistant",
+      "company": "TechHub Copenhagen",
+      "employmentType": "Part-time",
+      "location": "Copenhagen, Denmark",
+      "startMonth": "September",
+      "startYear": "2020",
+      "endMonth": "May",
+      "endYear": "2022",
+      "description": "Provided front-desk and administrative support at Copenhagen's premier co-working space for tech startups. Assisted with event logistics, member onboarding, and community engagement."
+    }
+  ],
+  "education": [
+    {
+      "school": "Copenhagen Business School",
+      "degree": "Bachelor's degree",
+      "fieldOfStudy": "Business Administration and Management",
+      "startYear": "2018",
+      "endYear": "2022",
+      "description": "Focused on organizational management and digital business transformation. Active member of the CBS Entrepreneurship Club."
+    }
+  ],
+  "certifications": [
+    {
+      "name": "Google Workspace Administrator",
+      "issuingOrganization": "Google",
+      "issueMonth": "September",
+      "issueYear": "2023"
+    },
+    {
+      "name": "Certified Administrative Professional (CAP)",
+      "issuingOrganization": "IAAP - International Association of Administrative Professionals",
+      "issueMonth": "March",
+      "issueYear": "2023"
+    }
+  ],
+  "languages": [
+    {
+      "name": "English",
+      "proficiency": "Native or bilingual proficiency"
+    },
+    {
+      "name": "Danish",
+      "proficiency": "Professional working proficiency"
+    },
+    {
+      "name": "Swedish",
+      "proficiency": "Limited working proficiency"
+    }
+  ],
+  "projects": [
+    {
+      "title": "Internal Knowledge Base Redesign",
+      "description": "Led the restructuring of Signikant's internal documentation from scattered Google Docs into a searchable, AI-indexable knowledge base. Reduced average information lookup time from 8 minutes to under 30 seconds.",
+      "startMonth": "April",
+      "startYear": "2025"
+    },
+    {
+      "title": "New Hire Onboarding Playbook",
+      "description": "Created a comprehensive onboarding playbook at Nordic Digital Solutions that standardized the first-week experience for new team members. Adopted company-wide and maintained through three hiring cycles.",
+      "startMonth": "January",
+      "startYear": "2023",
+      "endMonth": "June",
+      "endYear": "2023"
+    }
+  ],
+  "volunteer_experience": [
+    {
+      "role": "Event Volunteer",
+      "organization": "Copenhagen Tech Week",
+      "description": "Helped organize panels and networking sessions at one of Scandinavia's largest annual technology conferences. Coordinated speaker logistics and attendee registration for 500+ participants.",
+      "startMonth": "September",
+      "startYear": "2023",
+      "endMonth": "September",
+      "endYear": "2024"
+    }
+  ],
+  "honors_awards": [
+    {
+      "title": "Employee of the Quarter",
+      "issuer": "Nordic Digital Solutions",
+      "issueMonth": "December",
+      "issueYear": "2023",
+      "description": "Recognized for outstanding contributions to operational efficiency and team culture."
+    }
+  ]
+}