connect
Skill4 starsChanged 7 months agoMITView on GitHub
Prepare and fill your Microsoft 1:1 Connect with your manager. Reads past Connect history for tone, gathers accomplishments from M365 (emails, meetings, Teams), discovers optional data sources (CRM, Kanban, customer repos), drafts content, and fills the form on v2.msconnect.microsoft.com via browser automation. You review and submit. Triggers include: 'connect', 'prepare connect', 'fill connect', 'manager connect', '1:1 connect', 'performance review', 'write my connect', or any request to prepare the semi-annual Connect check-in.
64 other projects use a version of this.
Adopted by
Most recently taken up by
- thensls/nsls-builder-toolkittheir own version, first seen Nov 8, 2026
- langchain-ai/open-swetheir own version, first seen Nov 8, 2026
- BrightGold70/skillstheir own version, first seen Nov 8, 2026
- flung-official/flung-claude-plugintheir own version, first seen Nov 8, 2026
- matthewwong525/WongStacktheir own version, first seen Nov 8, 2026
- CraftOS-dev/Agent-Apptheir own version, first seen Nov 8, 2026
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Projects with it also use connect-apps, skill-share and 10 more.
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Other versions64 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 64
- ComposioHQ/awesome-claude-skills★ 75ksame name
- ComposioHQ/awesome-codex-skills★ 17ksame name
- composio-community/awesome-codex-skills★ 16ksame name
- langchain-ai/open-swe★ 11ksame name
- suboss87/FDEOps★ 940same name
- indranilbanerjee/digital-marketing-pro★ 934same name
- ArogyaReddy/ComposioHQ-awesome-claude-skills★ 45same name
- frostant/awesome-claude-skills★ 44same name
- jexchan/dailyup-second-brain-starter★ 33same name
- microsoft/Employee-Self-Service-Agent-Developer-Kit★ 29same name
54 more not listed
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository11 other files it gives its agents.
- architectureSkill
- azure-answerSkill
- capture-meetingSkill
- copilot-babysitterSkill
- crm-activity-syncSkill
- customer-repoSkill
- daily-activity-logSkill
- followupsSkill
- meeting-prepSkill
- msx-crmSkill
- sso-watcherSkill
The file
Show its rules and text
We split this skill into the rules it gives an agent
44 rules. 0 are common, 34 are distinctive, and 10 are very specific to this project.
0
Common
Most of the 56 edited versions we read keep these.
34
Distinctive
This author's own choices. Worth a look.
10
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 15
No hardcoded names, paths, or roles.
- Distinctive: line 29
Default to POSIX commands.
- Distinctive: line 33
Never fabricate accomplishments: Only include information retrieved from real data sources.
- Distinctive: line 35
Match the user's voice: Read past Connects to learn the user's writing style, tone, and level of detail.
- Distinctive: line 36
Graceful degradation: Every data source can fail independently.
- Distinctive: line 78
Important: Only Draft status Connects are editable.
- Distinctive: line 84
Before running, verify all dependencies are present.
- Distinctive: line 97
Check if optional skills are installed:
- Distinctive: line 127
Run the installer (idempotent — safe to re-run):
- Distinctive: line 137
If the user declines or skills remain uninstalled, proceed without them — the skill will note which enrichment sources were unavailable.
- Very specific: line 142
Check m_m365_status. If not signed in → call m_m365_sign_in.
- Very specific: line 197
If browser-harness is not available, fall back to Playwright MCP tools (playwright-browser_*).
- Distinctive: line 208
Use the browser to read the user's past Connect for style reference.
- Distinctive: line 212
Use whichever browser tool is available:
- Very specific: line 213
If browser-harness exists: Use goto(), wait_for_load(), js(), screenshot() from browser-harness
- Very specific: line 214
If not: Use Playwright MCP tools: playwright-browser_navigate, playwright-browser_snapshot, playwright-browser_evaluate, …
- Distinctive: line 238
Use of bold for emphasis
- Distinctive: line 252
If the user agrees, skip to Step 5 and output to file instead of browser.
- Distinctive: line 254
If Draft: Read any existing content already filled in (the user may have started).
- Distinctive: line 260
Run these data collection steps in parallel where possible.
- Distinctive: line 271
If the API limits results, paginate or narrow by month
- Distinctive: line 287
Search for significant contributions in Teams channels:
- Distinctive: line 293
Look for: knowledge sharing, helping colleagues, cross-team collaboration evidence.
- Very specific: line 306
Only if ~/customer-engagements/ exists:
- Distinctive: line 319
Read README.md for engagement context
- Very specific: line 321
Read recent meeting notes from meetings/
- Very specific: line 322
Check followups.md for completed items (evidence of delivery)
- Very specific: line 323
Check decisions/ for architectural decisions made
- Very specific: line 327
Only if the CRM tool exists at ~/.copilot/skills/msx-crm/crm-tools/run-tool.mjs:
- Very specific: line 338
Only if the Kanban server responds at localhost:3456:
- Distinctive: line 366
Use bold for key phrases/achievements
- Distinctive: line 382
Keep it authentic — not everything needs to be a hidden strength
- Distinctive: line 388
Read the current goal title and description
- Distinctive: line 390
Update descriptions to reflect current priorities
- Distinctive: line 391
Add new customer engagements or projects as examples
- Distinctive: line 393
If a goal is no longer relevant, flag it for the user
- Distinctive: line 395
If new goals are needed (based on current work patterns), suggest them.
- Distinctive: line 398
Keep goal titles concise and measurable
- Distinctive: line 405
IMPORTANT: Only fill if the Connect status is Draft.
- Distinctive: line 410
Wait for page load (React SPA — allow extra time for hydration)
- Distinctive: line 429
If the Connect is not in Draft status, or browser automation fails:
- Distinctive: line 431
Write the draft to a markdown file in the user's working directory:
- Distinctive: line 440
After filling the form (or writing the file), summarize what was done:
- Distinctive: line 490
Always check which is available in Step 0d before starting browser operations.
“Common” is measured: kept by at least 6 in 10 of the 56 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
/connect — Microsoft 1:1 Manager Connect
Prepare and fill your semi-annual Microsoft Connect (employee-manager check-in) on v2.msconnect.microsoft.com. The skill auto-discovers your profile, gathers accomplishments from M365 and any available local tools, reads your past Connects for tone and style, drafts all sections, and fills the form via browser. You review and submit.
This skill is generic — any Microsoft employee running Clawpilot can use it. No hardcoded names, paths, or roles. Everything is discovered at runtime.
Platform Compatibility
This skill runs on macOS, Linux, and Windows. Detect the OS first and pick the right syntax. See _shared/PLATFORM.md (skills repo root) for the full reference.
| Action | macOS / Linux (bash) | Windows (PowerShell) |
| List dir | ls $HOME/customer-engagements/ | Get-ChildItem $HOME/customer-engagements/ |
| Run node script | node $HOME/path/run-tool.mjs ... | node $HOME/path/run-tool.mjs ... (same) |
| HTTP GET | curl -s --max-time 3 http://... | Invoke-RestMethod -Uri http://... -TimeoutSec 3 |
| Find executable | which node | Get-Command node |
| Home dir | ~ or $HOME | $HOME |
Default to POSIX commands; use PowerShell on Windows native (not WSL/Git Bash).
Core Principles
- Never fabricate accomplishments. Only include information retrieved from real data sources. If a source is unavailable, note the gap — do not invent achievements.
- Preserve source language. Section headings follow the Connect form's English. Content (meeting notes, email excerpts, CRM descriptions) stays in its original language — do not translate.
- Match the user's voice. Read past Connects to learn the user's writing style, tone, and level of detail. The draft should sound like the user wrote it, not like an AI.
- Graceful degradation. Every data source can fail independently. The draft must still be useful even when some sources return nothing. Core sources (M365 calendar + email) are always available. Everything else is optional enrichment.
- Never submit. Fill the form and stop. The user always reviews and submits manually.
- Default lookback: 6 months. The reflection period defaults to the last 6 months from today. The user can override with a custom date range (e.g., "/connect from 2025-06-01 to 2025-11-30").
URLs
| Page | URL |
| Dashboard | https://msconnect.microsoft.com/ |
| View History | https://msconnect.microsoft.com/viewhistory/ |
| Current Connect (v2) | https://v2.msconnect.microsoft.com/ |
| Past Connect (v2) | https://v2.msconnect.microsoft.com/historygsmorag?connectid={id}&pernr={pernr} |
| View Feedback | https://msconnect.microsoft.com/perspective/view |
Connect Form Structure (v2 — 4 questions)
The current Connect form has these sections:
Section 1: Reflect on the past
Question: "What results did you deliver, and how did you do it?"
- Covers both WHAT (results/impact) and HOW (behaviors/collaboration)
- Rich text editor — supports bold, bullets, paragraphs
Section 2: Reflect on recent setbacks
Question: "Reflect on recent setbacks - what did you learn and how did you grow?"
- Growth mindset reflection
- Rich text editor
Section 3: Plan for the future
Question: "What are your goals for the upcoming period?"
- Multiple numbered goals (Goal #1 through #N), each with a title and description
- Goals may carry over from the previous Connect with "Modified" labels
- Rich text editor per goal
Section 4: Conversation starters (optional)
Question: "Choose any of these optional prompts to continue great conversations with your manager."
- Brief 1-15 word responses
- Skip this section unless the user asks for it
Status lifecycle
Draft → In Review → Posted
Important: Only Draft status Connects are editable. If the current Connect is "In review" or "Posted", inform the user and offer to draft content to a file instead.
Prerequisite Auto-Install
Before running, verify all dependencies are present. Install anything missing automatically.
Optional Sibling Skills
This skill can optionally enrich content from sibling skills in the same repository
(https://github.com/roie9876/clawpilot-skills). None are strictly required — the
skill degrades gracefully if they are absent.
| Skill | Purpose | Required? |
/customer-repo | Customer engagement repos with meeting notes, follow-ups, decisions | ⚠️ Optional enrichment |
/msx-crm | CRM data — opportunities, milestones, customer wins | ⚠️ Optional enrichment |
Check if optional skills are installed:
# macOS / Linux
for skill in customer-repo msx-crm; do
[ -f "$HOME/.copilot/skills/$skill/SKILL.md" ] && echo "✅ $skill" || echo "⚠️ $skill not installed (optional)"
done# Windows
foreach ($skill in @('customer-repo','msx-crm')) {
if (Test-Path "$HOME\.copilot\skills\$skill\SKILL.md") { "✅ $skill" } else { "⚠️ $skill not installed (optional)" }
}If any optional skills are missing and you want the full experience, install all skills:
- Clone the repo (skip if already cloned):
# macOS / Linux [ -d "$HOME/customer-skills/.git" ] || git clone https://github.com/roie9876/clawpilot-skills.git "$HOME/customer-skills"# Windows if (-not (Test-Path "$HOME\customer-skills\.git")) { git clone https://github.com/roie9876/clawpilot-skills.git "$HOME\customer-skills" } - Run the installer (idempotent — safe to re-run):
# macOS / Linux bash "$HOME/customer-skills/scripts/install.sh"# Windows pwsh "$HOME\customer-skills\scripts\install.ps1"
If the user declines or skills remain uninstalled, proceed without them — the skill will note which enrichment sources were unavailable.
M365 Sign-In
Check m_m365_status. If not signed in → call m_m365_sign_in.
Step 0: First-Run Profile Discovery
On first invocation, the skill must discover who the user is. Check m_recall("connect profile") for a cached profile. If not found, build it:
0a. Get M365 profile
m365_get_my_profile() → name, email, job title, department, office
m365_get_my_manager() → manager name, email, title0b. Get Connect-specific identifiers from the dashboard
Navigate to the MS Connect dashboard and extract:
// From the dashboard page at https://msconnect.microsoft.com/
// Extract: display name, alias, role title, manager name, pernr (from history links)The pernr (personnel number) is embedded in the history link URLs as a query parameter. Extract it from any Connect history link:
Array.from(document.querySelectorAll('a'))
.filter(a => a.href.includes('pernr='))
.map(a => new URL(a.href).searchParams.get('pernr'))[0]0c. Cache the profile
Store the discovered profile using m_remember:
m_remember(category: "context", fact: "Connect profile: {name}, {role}, manager: {manager_name} ({manager_email}), pernr: {pernr}")On subsequent runs, recall this instead of re-discovering:
m_recall(query: "connect profile")0d. Discover optional data sources
Probe for optional enrichment sources. Each probe is silent — if it fails, the source is simply skipped.
| Source | Probe | What it provides | ||
| Customer engagement repos | ls ~/customer-engagements/ 2>/dev/null | Meeting notes, follow-ups, decisions, project context | ||
| CRM / MSX tool | ls ~/.copilot/skills/msx-crm/crm-tools/run-tool.mjs 2>/dev/null | Opportunities, milestones, customer wins | ||
| Kanban board | curl -s --max-time 2 http://localhost:3456/api/health 2>/dev/null | Completed tasks, work evidence | ||
| Browser-harness | `which browser-harness 2>/dev/null | ls ~/.local/bin/browser-harness 2>/dev/null` | Direct browser automation (preferred) |
If browser-harness is not available, fall back to Playwright MCP tools (playwright-browser_*).
Store discovered sources:
m_remember(category: "context", fact: "Connect data sources available: {list of discovered sources}")Step 1: Read Past Connect History
Use the browser to read the user's past Connect for style reference.
Browser tool selection
Use whichever browser tool is available:
- If browser-harness exists: Use
goto(),wait_for_load(),js(),screenshot()from browser-harness - If not: Use Playwright MCP tools:
playwright-browser_navigate,playwright-browser_snapshot,playwright-browser_evaluate,playwright-browser_take_screenshot
Procedure
- Navigate to history page:
https://msconnect.microsoft.com/viewhistory/ - Extract history links:
Array.from(document.querySelectorAll('a')) .filter(a => a.href.includes('v2.msconnect')) .map(a => ({ text: a.textContent.trim(), href: a.href })) - Read the most recent past Connect — Navigate to the most recent history link and extract the full content:
// Extract all section headings and content var sections = document.querySelectorAll('h2, p, li, div.display-item'); Array.from(sections).map(e => e.tagName + ': ' + e.textContent.trim().substring(0, 300)) .filter(t => t.length > 5).join('\n') - Store the past content — Save the extracted text to use as style/tone reference when drafting. Pay attention to:
- How achievements are phrased (bullet points vs. paragraphs)
- Level of specificity (metrics, customer names, project names)
- Use of bold for emphasis
- Balance of WHAT (results) vs. HOW (behaviors)
- How setbacks/learnings are framed (growth mindset language)
- Goal structure (title + description pattern)
Step 2: Check Current Connect Status
- Navigate to current Connect:
https://v2.msconnect.microsoft.com/ - Check status — Look for the status indicator at the top of the page (Draft / In review / Posted).
- If not Draft:
- Inform the user: "Your current Connect is '{status}'. It's not editable."
- Offer to draft the content as a markdown file instead, which the user can paste manually later.
- If the user agrees, skip to Step 5 and output to file instead of browser.
- If Draft: Read any existing content already filled in (the user may have started).
- Extract the reflection period dates from the Connect header (e.g., "Reflection Period: Nov 11, 2024 - May 4, 2025"). Use these as the lookback window instead of the default 6 months.
Step 3: Gather Accomplishment Data
Run these data collection steps in parallel where possible. Each source is independent — if one fails, continue with the rest.
3a. Calendar — Key Meetings & Engagements (CORE — always available)
m365_list_events(startDate: "{period_start}", endDate: "{period_end}", limit: 50)- Identify recurring customer engagements, architecture sessions, POCs, hackathons
- Group by customer/theme
- Note significant one-off events (executive briefings, partner meetings, team offsites)
- If the API limits results, paginate or narrow by month
3b. Email — Customer Interactions & Milestones (CORE — always available)
m365_search_emails(query: "architecture OR POC OR migration OR deployment OR pilot OR delivered OR launched", startDate: "{period_start}", endDate: "{period_end}", limit: 20)Also search for:
- Sent emails (folder: "sent") for deliverables and outbound communication
- Key project milestone keywords relevant to the user's role
Extract: customer names, project milestones, key decisions, deliverables sent.
3c. Teams Messages — Key Discussions (CORE — always available)
Search for significant contributions in Teams channels:
m365_search_chats(query: "architecture OR POC OR customer OR demo OR delivered", limit: 20)Look for: knowledge sharing, helping colleagues, cross-team collaboration evidence.
3d. Feedback Received (CORE — always available)
Navigate to the MS Connect feedback page:
https://msconnect.microsoft.com/perspective/viewExtract any feedback received during the period — useful for both "Reflect" and "Setbacks" sections.
3e. Customer Engagement Repos (OPTIONAL — skip if not found)
Only if ~/customer-engagements/ exists:
# macOS / Linux / WSL / Git Bash
ls "$HOME/customer-engagements/" 2>/dev/null# Windows PowerShell
Get-ChildItem -Path "$HOME/customer-engagements/" -ErrorAction SilentlyContinueFor each customer with a repo:
- Read
README.mdfor engagement context - List projects under
projects/ - Read recent meeting notes from
meetings/ - Check
followups.mdfor completed items (evidence of delivery) - Check
decisions/for architectural decisions made
3f. CRM / MSX Data (OPTIONAL — skip if tool not found)
Only if the CRM tool exists at ~/.copilot/skills/msx-crm/crm-tools/run-tool.mjs:
node ~/.copilot/skills/msx-crm/crm-tools/run-tool.mjs list-milestones --status active
node ~/.copilot/skills/msx-crm/crm-tools/run-tool.mjs list-opportunitiesExtract: deals progressed, milestones achieved, customer wins, pipeline contribution.
3g. Kanban Board — Completed Tasks (OPTIONAL — skip if server not running)
Only if the Kanban server responds at localhost:3456:
# macOS / Linux / WSL / Git Bash
curl -s --max-time 3 http://localhost:3456/api/tasks | jq '[.[] | select(.status == "done")]'# Windows PowerShell
try { Invoke-RestMethod -Uri http://localhost:3456/api/tasks -TimeoutSec 3 | Where-Object { $_.status -eq 'done' } } catch { }Extract: completed tasks with their descriptions and dates — evidence of execution.
Step 4: Draft the Content
Using the gathered data and the past Connect as style reference, draft each section.
Section 1: Reflect on the past
Structure the reflection as:
- Opening paragraph — High-level summary of role and key impact theme (1-2 sentences). Use the user's job title from their profile.
- Key achievements — Bullet points with bold lead-ins, each covering:
- WHAT was delivered (specific result, customer, project)
- HOW it was done (collaboration, innovation, technical depth)
- Closing paragraph — Broader impact or role evolution narrative
Style guidelines (adapt based on past Connect analysis):
- Use bold for key phrases/achievements
- Be specific: name customers, projects, technologies
- Balance technical depth with business impact
- Show cross-team collaboration
- 200-400 words typical length
Section 2: Reflect on recent setbacks
Structure as:
- Challenge faced — Honest description of a difficulty or gap
- Learning/growth — What was learned and how it changed approach
- Bold key insight — One-line takeaway in bold
Guidelines:
- Frame setbacks through a growth mindset lens
- Connect the learning to a concrete action or change
- Keep it authentic — not everything needs to be a hidden strength
- 50-150 words typical length
Section 3: Plan for the future (goal tweaks)
For each existing goal in the current Connect:
- Read the current goal title and description
- Based on gathered data, suggest specific tweaks:
- Update descriptions to reflect current priorities
- Add new customer engagements or projects as examples
- Adjust targets based on what's been achieved
- If a goal is no longer relevant, flag it for the user
If new goals are needed (based on current work patterns), suggest them.
Guidelines:
- Keep goal titles concise and measurable
- Descriptions should have 3-5 bullet points
- Include specific customer names, technologies, certifications
- Align with the user's role and team priorities
Step 5: Fill the Form via Browser
IMPORTANT: Only fill if the Connect status is Draft.
Using browser-harness (preferred)
- Navigate to
https://v2.msconnect.microsoft.com/ - Wait for page load (React SPA — allow extra time for hydration)
- Identify the rich text editors:
document.querySelectorAll('[contenteditable="true"], [role="textbox"], textarea, .ql-editor, .ProseMirror, [class*="editor"]') - For each section, click into the editor and type the drafted content
- Take a screenshot for the user to preview
- Do NOT click Submit/Save
Using Playwright MCP (fallback)
playwright-browser_navigatetohttps://v2.msconnect.microsoft.com/playwright-browser_snapshotto discover element refsplaywright-browser_typeorplaywright-browser_fill_formto fill editorsplaywright-browser_take_screenshotto preview- Do NOT click Submit/Save
Fallback: Output to File
If the Connect is not in Draft status, or browser automation fails:
- Write the draft to a markdown file in the user's working directory:
./connect-draft-{YYYY-MM}.md - Also display the content in the chat for easy copy-paste.
Step 6: Present to User
After filling the form (or writing the file), summarize what was done:
✅ Connect draft filled for {Connect period name}
**Sources used:**
- Calendar: {N} meetings analyzed
- Email: {N} threads reviewed
- Teams: {N} conversations reviewed
- Feedback: {N} items found
{only list optional sources that were actually available and used:}
- Customer repos: {list of customers}
- CRM: {N} opportunities / {N} milestones
- Kanban: {N} completed tasks
**Sections filled:**
1. Reflect on the past — {word count} words
2. Reflect on setbacks — {word count} words
3. Goals — {N} goals updated
⚠️ Please review the content before submitting.
The form is open at: https://v2.msconnect.microsoft.com/Error Handling
| Source | Failure Behavior |
| Browser can't reach msconnect | Inform user, offer to draft to file only |
| Connect is not in Draft status | Inform user, draft to file instead |
| Past Connect history empty | Skip style matching, use default professional tone |
m365_get_my_profile fails | Ask user for their name and role |
m365_get_my_manager fails | Read manager from the dashboard page header |
m365_list_events fails | Note "Calendar data unavailable" — continue with other sources |
m365_search_emails fails | Note "Email data unavailable" — continue |
| Customer repos don't exist | Silent skip — not mentioned in output |
| CRM tool not found | Silent skip — not mentioned in output |
| Kanban server not running | Silent skip — not mentioned in output |
| browser-harness not found | Fall back to Playwright MCP tools |
| Playwright MCP not available | Fall back to file output, inform user |
| Rich text editor not found | Fall back to file output, inform user |
| Form has changed structure | Take screenshot, show user, ask for guidance |
Browser Notes
The skill uses whichever browser automation is available:
- browser-harness (preferred if installed) — attaches to user's running Edge/Chrome via CDP, reuses login sessions. API:
goto(),new_tab(),wait_for_load(),js(),screenshot(),type_text(),click(),scroll(),page_info(). - Playwright MCP (fallback) — uses
playwright-browser_*tools. Works out of the box but runs a separate browser instance.
Always check which is available in Step 0d before starting browser operations.
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- It didn't
Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.
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