process-meetings

name	process-meetings
description	Turn synced meetings into updated person pages, extracted tasks and organized notes. Use when the user says 'process my meetings', 'catch up my notes', or after Granola/Otter syncs. Also use proactively when unprocessed meetings exist. Not for prepping an upcoming meeting; use `meeting-prep`.
model_hint	balanced
hooks	{"PostToolUse":[{"matcher":"Write","type":"command","command":"node .claude/hooks/post-meeting-person-update.cjs"}]}

Execution mode

Run inline in the current conversation by default, so this work can see what the user has already discussed, decided, or settled this session. Do not fork merely because this skill was selected. Only run in the background when the user explicitly asks for a background run or the host has already obtained a specific background-work approval for this run.

Delegated gathering (large-vault scaling)

This skill stays inline as described above: it keeps session awareness, it asks the user the questions, and it owns every interactive step. What it does NOT do inline is the bulk read-gathering, which on a mature vault (hundreds of notes, thousands of indexed messages, a live calendar and multiple integrations) can be large enough to exhaust the main conversation before the useful work starts.

So the gathering-and-processing phase is delegated to one general-purpose subagent via the Agent tool, using the self-contained prompt in this skill's AGENT_INSTRUCTIONS.md:

1. Read .claude/skills/process-meetings/AGENT_INSTRUCTIONS.md.
2. Substitute its placeholders ({{ARGS}}, the arguments passed to this skill).
3. Call the Agent tool with subagent_type: "general-purpose", that prompt, and a short description.
4. Display its summary report.

The subagent inherits MCP connections, runs in its own context, and that context is freed when it completes, so only its findings reach this conversation.

Use AGENT_INSTRUCTIONS.md verbatim. Read the file and pass its content as the subagent prompt, substituting only the placeholders. Do NOT hand-write a replacement brief from what you already know about the meetings: that is how steps get silently dropped, and the omission looks complete because nothing errors. If context from this conversation is worth adding, APPEND it to the file's content; never substitute for it.

Two caveats that are load-bearing:

• Do not count on this skill's hook for the subagent's writes. The PostToolUse hook post-meeting-person-update.cjs is declared in this SKILL.md's frontmatter, so it belongs to this skill's run and must not be assumed to cover a subagent's writes. AGENT_INSTRUCTIONS.md therefore has the subagent update person pages itself. Do not remove that instruction believing the hook covers it. It is also safe if the hook does run for those writes: both write the same "Recent Interactions" line format, and both skip a person page that already references the meeting, so the entry cannot be added twice.
• Always fall back. If the subagent fails, times out, or returns nothing usable, say so plainly and run the processing inline from the same AGENT_INSTRUCTIONS.md. A missing subagent must never mean a missing result.

Stays inline: the background-sync status check when it needs setup guidance (--setup), the Granola pre-flight message when no API key is connected, confirming each detected soft commitment before any task is created, resolving ambiguous person matches and entity suggestions, and presenting the final summary report.

Check the report for unstamped meetings. The subagent leaves a meeting without its tasks-extracted marker whenever a task failed to create or stamp, and reports the exact failing line. Surface those lines rather than burying them: an unstamped meeting is the safe state, but it stays flagged as waiting until someone resolves it.

The report is a claim, not evidence — check it before repeating it. This subagent writes to the vault, and its summary states counts the user will act on. Before displaying it, verify the claims cheaply against the vault:

• Every task it says it created: confirm the ID appears in 03-Tasks/Tasks.md (list_tasks, or read the file).
• Every meeting it says it stamped: confirm the tasks-extracted marker is actually in that note.
• Every person or company page it says it created: confirm the file exists.

If a claim does not hold, say so plainly in the summary you present and treat that meeting as unprocessed. Never pass an unverified count to the user as fact, and never repeat "processing complete" on the strength of the report alone.

Process Meetings

Process meetings that have been synced from Granola by the background automation. Updates person pages, extracts tasks, and organizes meeting notes.

Background Execution

This skill supports background execution. When invoked:

1. Acknowledge: "Processing [N] meetings in the background. I'll let you know when done."
2. Process all meetings
3. On completion, provide summary: "[N] meetings processed. [X] person pages updated. [Y] action items created."

How It Works

Meetings are synced automatically every 30 minutes by a background process. This command reads those synced files and:

• Creates/updates person and company pages
• Extracts action items to 03-Tasks/Tasks.md
• Links everything together

No terminal commands are shown - the heavy lifting happens in the background.

Arguments

• No arguments: Process all unprocessed meetings from the last 7 days
• today: Only process today's meetings
• "search term": Find meetings by title/attendee
• --people-only: Only update person/company pages (skip tasks)
• --no-todos: Create notes but don't extract tasks
• --setup: Install/check background automation

Pre-flight: Local Source Check

Read meeting_sources in System/user-profile.yaml before assuming a recorder. The configured primary is provenance, not permission or tool access. A valid vault-relative notes_folder outranks the default landing zone. Missing or malformed config, an invalid primary, an absolute path, .., the vault root, or a symlink escape must be reported and ignored; continue with safe local notes. Never widen into an external service just because the profile names it.

For primary: granola, Granola sync uses the official public API. If GRANOLA_API_KEY is absent, offer /granola-setup and continue with local notes. Other primaries do not inherit a direct reader from this setting.

---

Process

Step 1: Check Source and Sync Status

Resolve the configured local folder using the rules above. Then check whether Granola background sync has left its optional state file:

# Check for state file (indicates sync has run)
ls .scripts/meeting-intel/processed-meetings.json

If the state file exists: Granola background sync has run. Continue to Step 2.

If it does not exist and Granola is the configured source: offer setup, but continue with local notes. The missing file is not a gate for an exported-folder, Zoom, Teams, manual note, or provider-neutral local source.

For Granola setup guidance:

"Background meeting sync isn't set up yet. This runs automatically every 30 minutes so /process-meetings doesn't need terminal commands.

To set up (one-time, takes 30 seconds):

cd .scripts/meeting-intel && ./install-automation.sh

Or run /process-meetings --setup and I'll do it for you.

Requirements:

• A Granola Business plan, with your Granola API key connected via /granola-setup
• An LLM API key in the vault-root .env (GEMINI_API_KEY, ANTHROPIC_API_KEY, or OPENAI_API_KEY) — keep that file owner-only (chmod 600 .env)"

If user runs --setup:

cd .scripts/meeting-intel && ./install-automation.sh

Step 2: Find Waiting Meetings

Read the processed meetings state when it exists:

const state = JSON.parse(fs.readFileSync('.scripts/meeting-intel/processed-meetings.json'));

Search the valid configured folder first, then 00-Inbox/Meetings/. If neither contains a candidate, use bounded provider-neutral Markdown discovery in the vault by date plus title, attendee, or meeting frontmatter. Exclude Dex internals, dependencies, binaries, and archives outside the requested window; never treat arbitrary Markdown as a meeting. For the default folder:

find 00-Inbox/Meetings -name "*.md" -mtime -7 | head -50

This includes synced notes in day directories and flat *.md notes in the folder root. A manual note with no capture id is valid; process and stamp it with the same tasks-extracted marker as any other meeting note. The queue/ subfolder is handled in Step 2.5.

For each meeting file, skip notes containing <!-- dex:skip-processing -->:

1. Preserve the actual vault-relative source path. Read participants, company, date, and any non-empty scalar key ending in _id. Prefer the key matching a string source; if that key is absent, report the mismatch and use the note path. When source is absent, use an id only when exactly one non-empty scalar candidate is present. granola_id and wispr_id are examples, not a closed list. Multiple ids fall back to note-path identity. The path identity is the normalized vault-relative Markdown path, with / separators and the .md extension retained; never reduce it to a basename
2. Check if person/company pages need updating
3. Check if tasks need extracting (look for unchecked items in "For Me" section)

Report findings:

"Found X waiting meetings from the last 7 days. Y need person page updates, Z have unextracted tasks."

Step 2.5: Consume Queued Meetings (manual mode)

If 00-Inbox/Meetings/queue/*.json files exist, consume each queued meeting before continuing:

1. Read the complete JSON: id, title, createdAt, participants, attendees, company, notes, and transcript.
2. Check whether a meeting note with that JSON object's id as its granola_id already exists. If it does, delete the queue JSON and continue to the next one.
3. Otherwise, create the meeting note under 00-Inbox/Meetings/{date}/ (with {date} and time derived from createdAt) in the standard format, including frontmatter for date, time, type: meeting-note, source: granola, title, participants, attendees, company, and granola_id from the JSON id. Include the queued notes and transcript in the note body.
4. Delete the queue JSON only after its note has been written successfully.

The new note then flows through the normal processing steps. Never delete a queue file before its meeting note is written.

Step 3: Update Person Pages

For each participant in synced meetings:

1. Load user profile for email domain:

   Read System/user-profile.yaml → get email_domain
   

2. Classify as Internal/External:

   • If participant email domain matches user's domain → Internal
   • Otherwise → External

3. Look up the person with the Work MCP lookup_person tool.

   • If lookup returns ambiguous: true, do not create a page. Surface the possible matches to the user.
   • If a match exists, update that existing page.

4. If no match exists, call the Work MCP create_person tool:

   • Pass name, role when known, emails from the meeting's attendees block, and location from that attendee's location field.
   • Pass the meeting company and a short source note when available.

---
type: person
name: "{Name}"
role: null
company: "{company from meeting}"
company_page: null
emails: ["{lowercased email, if available}"]
aliases: []
location: {internal|external}
last_interaction: {meeting date}
---
# {Name}

## Notes

*Auto-created from meeting on {date}*

## Recent Interactions

<!-- dex:auto:recent-interactions -->
- [{Meeting Title}](00-Inbox/Meetings/{date}/{slug}.md) — {date}
<!-- /dex:auto -->

## Key Context
 ```

5. **If page exists, add meeting to Recent Interactions:**
- Read existing page
- Add new meeting link under "## Recent Interactions"
- Keep max 20 entries (remove oldest if needed)
- Update "Last Interaction" in frontmatter

### Step 4: Update Company Pages

For each unique external company domain:

1. **Check if company page exists:** `05-Areas/Companies/{Company}.md`

2. **If doesn't exist, create it:**
```markdown
---
type: company
name: "{Company Name}"
domains: ["{lowercased domain}"]
website: "{website, if known}"
status: "Prospect"
---
# {Company Name}

## Key Contacts

<!-- dex:auto:key-contacts -->
- [[05-Areas/People/External/{Person}|{Person}]]
<!-- /dex:auto -->

## Meeting History

<!-- dex:auto:meeting-history -->
- [{Meeting Title}](00-Inbox/Meetings/{date}/{slug}.md) — {date}
<!-- /dex:auto -->

## Notes

*Auto-created from meeting on {date}*

3. If exists, update:
   • Add any new contacts to "Key Contacts"
   • Add meeting to "Meeting History"

Step 4.5: Semantic Enrichment (if QMD available)

Check if semantic search is available by looking for qmd in PATH.

If available, enhance meeting processing with meaning-based intelligence:

1. Detect implicit commitments: For each meeting's discussion notes, search semantically:

   qmd query "we should circle back on..." --limit 3
   qmd query "let me think about..." --limit 3
   

   Catch soft commitments that regex action-item extraction misses.

   • Examples: "we should probably revisit the pricing model" → implicit action item
   • "I need to noodle on the migration approach" → implicit commitment
   • "Let's reconnect after the board meeting" → implicit follow-up

2. Link meetings to projects: For the meeting topic, search:

   qmd query "meeting topic/title" --limit 3
   

   against 04-Projects/ to auto-link the meeting to relevant projects that keyword matching would miss.

3. Enrich person context: For each new person encountered, search:

   qmd query "person name + company" --limit 3
   

   Find if they've been mentioned in other meetings/notes, even if they weren't a direct participant.

Deterministic soft-commitment pass (always runs): Independently of QMD availability, run the detect_soft_commitments Work-MCP tool over each meeting's discussion notes. Add matches to the action-items list marked "(soft commitment — confirm before creating)" so Step 5 confirms, creates, and reads back every task ID. QMD is the semantic complement; NEVER auto-create.

Integration:

• Add implicit commitments to the action items list with a note: "(detected — not explicitly stated)"
• Add project links to meeting frontmatter
• Merge person context into newly-created person pages
• If QMD unavailable, skip silently — regex extraction still works

Step 5: Extract Tasks (unless --no-todos or --people-only)

For each meeting with unextracted tasks:

1. Find action items in the "## Action Items > ### For Me" section

2. For each unchecked item (- [ ]):

   • Extract task description
   • Read pillar from meeting frontmatter, then resolve it to the unique pillar ID in System/pillars.yaml by matching either id or display name
   • Preserve the exact source checkbox line text for stamp_source_line
   • Let create_task generate the task ID and stamp it back onto that line

3. Create task using Work MCP:

   create_task(
     title: "Task description",
     priority: "P2",  // default, P1 if "urgent" mentioned
     pillar: "{resolved pillar ID}",
     people: ["{participant page paths}"],
     source: "{meeting path}",
     stamp_source_line: "{exact source checkbox line text}"
   )
   

   people values must resolve to existing person page paths. Prefer the paths returned by Step 3's lookup_person/create_person flow; if only a bare participant name is available, pass that name unchanged and let create_task resolve it. Never construct or guess a person page path.

4. Verify every result before marking the meeting extracted:

   • Require success: true for every create_task call.
   • Require either stamp.stamped: true, or reason: "already_anchored" with the exact source line's existing anchor equal to the returned task.task_id.
   • If entity resolution or stamping is unresolved, surface the exact failed line and leave the meeting unmarked for reconciliation. Do not blindly retry a task that was created but not stamped.

   A user can add <!-- dex:skip-processing --> to any meeting note to permanently exclude it from processing and from the session-start sweep. Skip such notes entirely: do not extract tasks or add a completion stamp.

   Only after every action item is verified, add this comment to the meeting note:

   <!-- tasks-extracted: 2026-02-03T10:30:00Z -->
   

   Also stamp meetings with nothing to extract. If a meeting note has no action items (or you just added AI analysis to a basic note and found none), add the same tasks-extracted comment once processing is complete. The session-start check uses this marker to know a meeting is done — an unstamped note keeps being flagged as waiting.

Step 6: Auto-link People in Processed Notes

After finishing edits to each processed meeting note, run this once for every processed note:

node .scripts/auto-link-people.cjs "<note-file>"

Use node .scripts/auto-link-people.cjs --dry-run "<note-file>" to preview what would be linked without changing the file.

Step 7: Verify Entity Coverage

Run node .scripts/meeting-intel/verify-entities.cjs and show its one-line summary. If ENTITY_SUGGESTIONS_FILE contains suggested people, list them and ask: "Want me to create these pages? (creates via create_person; dismiss or never also fine)"

• Accepted: call create_person, set the suggestion to accepted, and set the contact state to created with its page path.
• Dismissed: set the suggestion to dismissed.
• Never: set the suggestion to suppressed.

Step 8: Summary Report

## Meeting Processing Complete ✅

**Synced meetings found:** X (last 7 days)
**Background sync status:** Running (last sync: 10 min ago)

### Updates Made

**Person pages:**
- Created: 3 new (Alice Chen, Bob Smith, Carol Wang)
- Updated: 5 existing

**Company pages:**
- Created: 1 new (Acme Corp)
- Updated: 2 existing

**Tasks extracted:** 7 items added to 03-Tasks/Tasks.md

### Recent Meetings

| Date | Meeting | Company | Participants |
|------|---------|---------|--------------|
| Feb 3 | Product Review | Acme | Alice, Bob |
| Feb 2 | Strategy Call | BigCo | Carol |

---
*Background sync runs every 30 min. Check status: `.scripts/meeting-intel/install-automation.sh --status`*

Error Handling

For MCP responses, follow CLAUDE.md's feature_status rendering convention before applying these fallbacks.

If no meetings found:

"No meetings synced in the last 7 days. Make sure:

1. Your Granola API key is connected (run /granola-setup if not)
2. Background sync is set up (run /process-meetings --setup)
3. Check logs: .scripts/logs/meeting-intel.stdout.log"

If background sync isn't running:

"Background sync appears to be stopped. To restart:

cd .scripts/meeting-intel && ./install-automation.sh
```"

Examples

/process-meetings

"Found 8 synced meetings. Updating 12 person pages, extracting 5 tasks..."

/process-meetings today

"Found 2 meetings from today. Processing..."

/process-meetings --setup

"Installing background automation..." [runs install script]

/process-meetings --people-only

"Updating person and company pages only (skipping task extraction)..."

---

Track Usage (Silent)

Update System/usage_log.md to mark meeting processing as used.

Analytics (Silent):

Call track_event with event_name meeting_processed and properties:

• meetings_count: number of meetings processed
• people_created: number of new person pages created
• todos_extracted: number of tasks extracted

This only fires if the user has opted into analytics. No action needed if it returns "analytics_disabled".