# Seshat Integration: Sprint 10 Features
> **Status: ✅ Implemented** (of-mcp v1.27.0, seshat updated)
How seshat skills leverage of-mcp Sprint 10 features.
---
## Available Features
### 1. `get_system_health` Tool (#54)
Returns all health metrics in a single call:
```javascript
get_system_health()
// Returns:
{
inbox: 12,
projects: {active: 45, onHold: 8, dropped: 23, completed: 156},
tasks: {available: 234, next: 38, blocked: 12, overdue: 5, dueSoon: 8},
untagged: 3,
flagged: 7,
tags: {active: 45, onHold: 3, dropped: 12}
}
```
### 2. `get_completion_stats` Tool (#55)
Returns completion counts grouped by project/tag/folder:
```javascript
get_completion_stats({
completedAfter: "2026-01-01",
completedBefore: "2026-01-31",
groupBy: "project"
})
// Returns:
{
period: {start: "2026-01-01", end: "2026-01-31"},
totalCompleted: 87,
byGroup: [
{name: "Project A", count: 23, percentage: 26.4},
{name: "Project B", count: 18, percentage: 20.7}
]
}
```
### 3. `countOnly` Mode for filter_tasks (#56)
Returns just the count, not full task data:
```javascript
filter_tasks({
taskStatus: ["Available", "Next"],
countOnly: true
})
// Returns: {count: 156, filters: {...}}
```
---
## Skill Integrations (Completed)
### weekly-review
**Current Step 8 (OmniFocus Health Check) - 6 API calls:**
```
get_inbox_tasks → inbox count
list_projects → project counts
filter_tasks (Next) → next action count
filter_tasks (overdue) → overdue count
filter_tasks (untagged) → untagged count
get_flagged_tasks → flagged count
```
**After Sprint 10 - 1 API call:**
```
## Step 8: Gather OmniFocus Health
get_system_health() → HEALTH_DATA
Display health table using HEALTH_DATA:
| Metric | Current | Baseline | Status |
|--------|---------|----------|--------|
| Inbox | HEALTH_DATA.inbox | <20 | 🟢/🟡/🔴 |
| Active Projects | HEALTH_DATA.projects.active | 45-55 | 🟢/🟡/🔴 |
| Next Actions | HEALTH_DATA.tasks.next | 35-40 | 🟢/🟡/🔴 |
| Overdue | HEALTH_DATA.tasks.overdue | ≤3% | 🟢/🟡/🔴 |
| Untagged | HEALTH_DATA.untagged | ≤5 | 🟢/🟡/🔴 |
| Flagged | HEALTH_DATA.flagged | info | — |
```
**Performance improvement:** 6 calls → 1 call (~5x faster)
---
**Current Step 8 (Completion Summary) - N API calls:**
```
filter_tasks completedAfter/Before → group by project manually
```
**After Sprint 10 - 1 API call:**
```
get_completion_stats({
completedAfter: START_DATE,
completedBefore: END_DATE,
groupBy: "project"
}) → COMPLETION_DATA
Display:
Total completed: COMPLETION_DATA.totalCompleted
By project:
[Loop through COMPLETION_DATA.byGroup]
- Project A: 23 (26%)
- Project B: 18 (21%)
...
```
---
### monthly-review
**Current Step 6 (OmniFocus Data):**
```
filter_tasks completedAfter/Before → MONTH_COMPLETIONS
inbox, overdue, flagged counts → OF_HEALTH (multiple calls)
Map completions to priorities manually
```
**After Sprint 10:**
```
## Step 6: Gather OmniFocus Data
// Health in one call
get_system_health() → HEALTH_DATA
// Completions by project in one call
get_completion_stats({
completedAfter: REVIEW_MONTH_START,
completedBefore: REVIEW_MONTH_END,
groupBy: "project"
}) → PROJECT_COMPLETIONS
// Completions by tag in one call (for triplet analysis)
get_completion_stats({
completedAfter: REVIEW_MONTH_START,
completedBefore: REVIEW_MONTH_END,
groupBy: "tag"
}) → TAG_COMPLETIONS
Map PROJECT_COMPLETIONS to priorities via PRIORITY_MAP
Map TAG_COMPLETIONS to triplet categories
```
**Performance improvement:** ~10+ calls → 3 calls
---
### omnifocus-audit
**Current Step 8 (Tag Analysis) - 15+ API calls:**
```
For each action tag:
filter_tasks with tagFilter → count
```
**After Sprint 10 - 1 API call:**
```
## Step 8: Gather Tag Data
get_completion_stats({
completedAfter: REVIEW_MONTH_START,
completedBefore: REVIEW_MONTH_END,
groupBy: "tag"
}) → TAG_STATS
Build output table from TAG_STATS.byGroup:
| Tag | Completed | % |
|-----|-----------|---|
| dev | 23 | 26% |
| read | 18 | 21% |
...
Identify dormant tags (not in TAG_STATS.byGroup or count=0)
```
**Performance improvement:** 15+ calls → 1 call (~15x faster)
---
### of-stats
**Current flow:**
1. User runs external OmniFocus script
2. User pastes output
3. Skill parses and records to spreadsheet
**After Sprint 10:**
```
## Step 1: Get Stats Directly
get_system_health() → HEALTH_DATA
## Step 2: Map to Spreadsheet Format
Row data:
- TODAY_DATE
- HEALTH_DATA.inbox
- HEALTH_DATA.projects.active
- HEALTH_DATA.projects.onHold
- HEALTH_DATA.projects.dropped
- HEALTH_DATA.tags.active
- HEALTH_DATA.tags.onHold
- HEALTH_DATA.tags.dropped
- HEALTH_DATA.tasks.blocked
- HEALTH_DATA.tasks.available
- HEALTH_DATA.tasks.next
- (completed count - may need separate query)
- HEALTH_DATA.tasks.dueSoon
- HEALTH_DATA.tasks.overdue
- (dropped count - may need separate query)
## Step 3: Write to Sheet
(unchanged)
```
**User experience improvement:** No more manual script + paste workflow
---
### project-review
**Current Step 4 (per-project queries):**
```
For each project:
get_project_by_id → metadata
filter_tasks → task list
```
**After Sprint 10:**
For quick count display, use `countOnly`:
```
filter_tasks({
projectId: PROJECT_ID,
taskStatus: ["Available", "Next", "Blocked", "Overdue"],
countOnly: true
}) → Just the count for summary view
```
Then fetch full task list only when user selects a project for detailed review.
---
## Implementation Summary
| Skill | Sprint 10 Feature | Status |
|-------|-------------------|--------|
| weekly-review | get_system_health | ✅ Implemented |
| weekly-review | get_completion_stats | ✅ Implemented |
| monthly-review | get_system_health | ✅ Implemented |
| monthly-review | get_completion_stats (x2) | ✅ Implemented |
| omnifocus-audit | get_completion_stats | ✅ Implemented |
| of-stats | get_system_health | ✅ Implemented |
| project-review | countOnly | ✅ Implemented |
---
*Implemented in of-mcp v1.27.0 (Sprint 10) - January 2026*
