Context Status: Session Health Check
SkillCloud & infraCheck whether the current session has coherent guidance, focus, handoff state, working-tree ownership, and enough context to proceed safely. Use when starting, resuming, or diagnosing a confused session. Not for auditing the machine or deployed AI infrastructure; use $system-audit.
Available today. Use it from your connected AI after setup.
No other account needed.
Connect ahel once, and every AI you use reads what you have installed.
Then ask your AI: use the Context Status: Session Health Check skill
What this skill tells your AI
The instructions your AI receives, as published by flonat/flonat-research in skills/session-health/SKILL.md and read by ahel’s review.
On-demand diagnostic showing context usage, preservation state, and open work items. Fast and lightweight — no vault queries.
What to Check
1. Context Usage Estimate (host-aware)
Use the active client's native context meter when it is exposed. A client adapter may provide a tool-call counter, but it is optional and must never be treated as shared memory. If no meter is available, report SKIPPED (client does not expose context telemetry); do not guess a percentage from conversation length.
Calculate:
- Tool calls so far
- Estimated percentage (calls / 150)
- Which thresholds have fired (from the
firedarray) - Time since last warning
2. Active Plan
Find the latest file in log/plans/:
- If found: show filename, first 3 lines, and whether it contains "APPROVED" or is still "DRAFT"
- If none: report "No active plan"
3. Latest Session Log
Find the latest non-compact .md file in log/ (skip files with -compact in the name):
- If found: show filename and first 3 lines
- If none: report "No session log found"
4. Focus Freshness
Check when .context/current-focus.md was last modified:
- Show the modification date
- If older than 3 days: warn "Focus file is stale — consider running
update-focus" - Show the first 5 lines (headline)
5. Preservation and Continuity
Verify the client-neutral continuity files first: applicable root guidance, .context/ai-handoff.md, .context/current-focus.md, latest approved plan, and portable memory index. Then read docs/reference/ai-surface-availability.md or run the staged AI-infrastructure doctor to report each client hook adapter as CONFIGURED, UNAVAILABLE, or NOT APPLICABLE. Missing optional lifecycle hooks are informational when the files-first layer is healthy.
6. Open Loops
Count unchecked items (- [ ]) in .context/current-focus.md:
- Report the count
- If > 5: warn "Many open loops — consider triaging"
Output Format
Present as a compact status panel:
## Session Health
| Metric | Value |
|--------|-------|
| Context usage | ~XX% (N/150 tool calls) |
| Thresholds fired | none / info / warning / critical |
| Active plan | filename (DRAFT/APPROVED) / none |
| Latest log | filename / none |
| Focus freshness | N days ago / stale warning |
| Open loops | N items |
### Preservation Hooks
| Hook | Status |
|------|--------|
| Files-first continuity | HEALTHY / DEGRADED |
| Current client lifecycle adapter | CONFIGURED / UNAVAILABLE / NOT APPLICABLE |
| Context telemetry | AVAILABLE / SKIPPED |
### Recommendations
[Only if there are issues — e.g., stale focus, missing hooks, high context usage]
7. Compaction Guidance
When context is high (>60%), include these reference tables in the output:
When to compact:
| Phase Transition | Compact? | Why |
|---|---|---|
| Research to Planning | Yes | Research context is bulky; plan is the distilled output |
| Planning to Implementation | Yes | Plan is in a file; free up context for code |
| Implementation to Testing | Maybe | Keep if tests reference recent code |
| Debugging to Next feature | Yes | Debug traces pollute context |
| Mid-implementation | No | Losing file paths and partial state is costly |
| After a failed approach | Yes | Clear dead-end reasoning |
What survives compaction:
| Persists | Lost |
|---|---|
| CLAUDE.md / AGENTS.md + rules | Intermediate reasoning |
| Task list | File contents previously read |
MEMORY.md + .context/ | Multi-step conversation context |
| Git state | Tool call history |
| Files on disk | Verbal preferences |
.context/ai-handoff.md | — |
When to Use
- When the context monitor fires a warning
- Before starting a large task (to check remaining capacity)
- After resuming a session (to verify state was preserved)
- When unsure if preservation hooks are working
Signals
- GitHub stars
- 133
- Forks
- 24
- Last commit
- Aug 2026
Advanced
- Catalog kind
- skill
- Gateway key
session-health- Source
- github.com/flonat/flonat-research