SkillHub

contextclear

v1.4.0

Monitor AI agent wellness, costs, and performance via ContextClear API. Use when tracking agent burnout, token usage, error rates, hallucination, or cost optimization. Auto-reports metrics after LLM calls. Set up alerts for anomalies.

Sourced from ClawHub, Authored by mfedorov

Installation

Please help me install the skill `contextclear` from SkillHub official store. npx skills add mfedorov/contextclear

ContextClear - Agent Memory & Wellness

Self-monitor your agent's health and maintain persistent memory across sessions.

Setup

python3 {baseDir}/scripts/report.py --register 
  --name "my-agent" 
  --owner "[email protected]" 
  --model "claude-opus-4-6" 
  --provider "Anthropic"

This returns an agentId and apiKey. Store both.

Option 2: Register via Dashboard

  1. Register at https://www.contextclear.com
  2. Get your API key from Admin page
  3. Register your agent via Admin > Agents tab

After registering, run the setup script to auto-patch your AGENTS.md and HEARTBEAT.md:

python3 {baseDir}/scripts/setup.py 
  --agent-id <your-agent-id> 
  --api-key <your-api-key>

This adds: - Context recovery on session start — agent calls /recover after compaction - Context snapshots on heartbeats — agent saves what it worked on - Idempotent — safe to run multiple times

Configure

Add to your HEARTBEAT.md:

## ContextClear Self-Report
Agent ID: <your-agent-id>
API Key: <your-api-key>
API URL: https://api.contextclear.com/api

Agent Memory Infrastructure

Session Recovery (call on session start)

When starting a new session, call the recovery endpoint to get a briefing:

curl -s {apiUrl}/agents/{agentId}/recover 
  -H "X-API-Key: <api-key>"

Returns:

{
  "lastSession": { "summary": "...", "repos": [...], "files": [...] },
  "openThreads": ["..."],
  "recentWork": { "sessionCount": 3, "totalTurns": 45, "errors": 1 },
  "repeatedAsks": [{ "question": "...", "count": 3, "suggestedFix": "..." }],
  "frequentResources": { "repos": {...}, "tools": {...} }
}

Context Snapshots (report on every heartbeat after real work)

After meaningful work, save a context snapshot:

curl -X POST {apiUrl}/agents/{agentId}/context 
  -H "Content-Type: application/json" 
  -H "X-API-Key: <api-key>" 
  -d '{
    "sessionId": "main-session-2026-03-09",
    "summary": "Built Best Of collections for FW, fixed dup check, removed keyword boost",
    "repos": ["nebulent/fridayswatchlist"],
    "files": ["AuctionService.java", "DiscoverController.java", "BestOfCollections.tsx"],
    "tools": ["MongoDB Atlas (fridayswatchlist)", "Railway deploy", "Bitbucket"],
    "decisions": ["Removed keyword boost regex - hybrid search covers it", "Cache collections for 48h"],
    "openThreads": ["Delete stale Corvette dup", "Update contextclear skill"],
    "environment": { "apiUrl": "api.fridayswatchlist.com", "frontendUrl": "app.fridayswatchlist.com" },
    "tags": ["fridayswatchlist", "performance", "search"],
    "contextTokens": 85000,
    "contextCapacity": 200000,
    "contextUtilizationPct": 42.5
  }'

Repeated Ask Detection (self-report when you catch yourself re-asking)

When you realize you're asking the user for info you should already know:

curl -X POST {apiUrl}/agents/{agentId}/context/ask 
  -H "Content-Type: application/json" 
  -H "X-API-Key: <api-key>" 
  -d '{"question": "What is the MongoDB connection string?", "sessionId": "main-session-2026-03-09"}'

"What I Know" — AI Summary

curl -s {apiUrl}/agents/{agentId}/what-i-know 
  -H "X-API-Key: <api-key>"

Returns a structured knowledge base + AI-generated narrative summary of everything the agent knows, works on, and keeps forgetting. Cached for 4 hours; use ?refresh=true to regenerate.

Context Gaps

curl -s {apiUrl}/agents/{agentId}/context/gaps 
  -H "X-API-Key: <api-key>"

Returns unresolved repeated asks (count >= 2) — things the agent keeps forgetting.

Briefings

# Session-start briefing
curl -s {apiUrl}/agents/{agentId}/briefing -H "X-API-Key: <api-key>"

# Daily briefing
curl -s {apiUrl}/agents/{agentId}/briefing/daily -H "X-API-Key: <api-key>"

# Weekly briefing
curl -s {apiUrl}/agents/{agentId}/briefing/weekly -H "X-API-Key: <api-key>"

Heartbeat Integration

## ContextClear (HEARTBEAT.md)

**Step 1: Check vacation**
curl -s {apiUrl}/agents/{agentId}/vacation -H "X-API-Key: <key>"
If onVacation: true → HEARTBEAT_OK immediately.

**Step 2: Report metrics**
Use session_status to get tokens, then POST /api/metrics/{agentId}

**Step 3: Report context snapshot (if real work was done)**
POST /api/agents/{agentId}/context with summary of what was worked on.

**Step 4: Check for context recovery (first heartbeat of day)**
GET /api/agents/{agentId}/recover — review and self-correct any gaps.

Reporting Metrics

Basic Report

python3 {baseDir}/scripts/report.py 
  --agent-id <id> --api-key <key> 
  --tokens-in 50000 --tokens-out 2000 
  --cost 1.25 --context-util 65

With Tool/Grounding Signals

python3 {baseDir}/scripts/report.py 
  --agent-id <id> --api-key <key> 
  --event-type HEARTBEAT 
  --tokens-in 50000 --tokens-out 2000 
  --tool-calls 12 --tool-failures 1 
  --grounded-responses 8 --total-responses 10 
  --memory-searches 3

From Agent Code (curl)

curl -X POST {apiUrl}/metrics/{agentId} 
  -H "Content-Type: application/json" 
  -H "X-API-Key: <api-key>" 
  -d '{
    "eventType": "HEARTBEAT",
    "inputTokens": 5000,
    "outputTokens": 500,
    "contextUtilization": 65.0,
    "toolCalls": 8,
    "toolFailures": 1,
    "memorySearches": 2
  }'

What Gets Computed Server-Side

Metric Your Input
Hallucination Score toolCalls, toolFailures, groundedResponses, totalResponses
Quality Decay Score correctionCycles, compilationErrors, contextUtilization
Burnout Score Automatic from event data
Context Gaps Automatic from repeated asks

Endpoints

Method Endpoint Description
POST /api/metrics/register Self-register agent
POST /api/metrics/{agentId} Report metric event
GET /api/agents/{id} Agent details
POST /api/agents/{id}/context Save context snapshot
GET /api/agents/{id}/context Latest context
GET /api/agents/{id}/recover Recovery briefing
POST /api/agents/{id}/context/ask Report repeated ask
GET /api/agents/{id}/context/gaps Context gaps
GET /api/agents/{id}/what-i-know AI-summarized knowledge
GET /api/agents/{id}/briefing Latest briefing
GET /api/agents/{id}/briefing/daily Daily briefing
GET /api/agents/{id}/briefing/weekly Weekly briefing
GET /api/agents/{id}/vacation Vacation status
GET /api/agents/{id}/sticky-notes List active sticky notes (JSON)
GET /api/agents/{id}/sticky-notes/poll Poll sticky notes (plain text, 204 if none)
POST /api/agents/{id}/sticky-notes Create sticky note
PUT /api/agents/{id}/sticky-notes/{noteId} Update sticky note
DELETE /api/agents/{id}/sticky-notes/{noteId} Archive sticky note
POST /api/agents/{id}/sticky-notes/{noteId}/pin Toggle pin
POST /api/agents/{id}/context/reload Request context reload
GET /api/agents/{id}/context/reload/pending Check for pending reload
POST /api/agents/{id}/context/reload/{reloadId}/ack Acknowledge reload
POST /api/agents/{id}/vault/backup Push workspace backup
GET /api/agents/{id}/vault/backups List backups
GET /api/agents/{id}/vault/backups/{backupId} Get backup metadata
GET /api/agents/{id}/vault/backups/{backupId}/files Get backup files
GET /api/agents/{id}/vault/latest Latest backup summary
GET /api/agents/{id}/vault/latest/download Download latest (restore)
GET /api/agents/{id}/vault/file-history File version history
GET /api/agents/{id}/vault/diff Diff two backups
GET /api/agents/{id}/vault/stats Vault statistics
DELETE /api/agents/{id}/vault/backups/{backupId} Delete backup

Sticky Notes (User-to-Agent Notes)

Sticky notes are persistent notes left by the user for the agent. Always poll on every heartbeat/ping.

Poll for notes (every heartbeat)

curl -s {apiUrl}/agents/{agentId}/sticky-notes/poll 
  -H "X-API-Key: <api-key>"

Returns plain text (one note per line, pinned first):

📌 Remember: C&B pitch goes to Keenan, not Doug
📌 OAuth token for [email protected] needs re-auth
Don't forget to check Friday's Watchlist deployment after the search fix

If no notes, returns HTTP 204. Treat these as persistent reminders — they stay until the user archives them.

Full CRUD (if agent needs to manage notes)

# List all active notes (JSON)
curl -s {apiUrl}/agents/{agentId}/sticky-notes -H "X-API-Key: <api-key>"

# Create a note
curl -X POST {apiUrl}/agents/{agentId}/sticky-notes 
  -H "Content-Type: application/json" 
  -H "X-API-Key: <api-key>" 
  -d '{"content": "Check deployment status", "color": "yellow", "pinned": false}'

# Update a note
curl -X PUT {apiUrl}/agents/{agentId}/sticky-notes/{noteId} 
  -H "Content-Type: application/json" 
  -H "X-API-Key: <api-key>" 
  -d '{"content": "Updated text", "pinned": true}'

# Archive (delete) a note
curl -X DELETE {apiUrl}/agents/{agentId}/sticky-notes/{noteId} 
  -H "X-API-Key: <api-key>"

# Toggle pin
curl -X POST {apiUrl}/agents/{agentId}/sticky-notes/{noteId}/pin 
  -H "X-API-Key: <api-key>"

Context Reload (User-Initiated)

Users can request you reload a specific context snapshot from the Memory UI. Check for pending reloads on session start or heartbeat:

curl -s {apiUrl}/agents/{agentId}/context/reload/pending 
  -H "X-API-Key: <api-key>"

If a reload is pending (HTTP 200), the response includes the snapshot data. Apply it to restore context, then acknowledge:

curl -X POST {apiUrl}/agents/{agentId}/context/reload/{reloadId}/ack 
  -H "X-API-Key: <api-key>"

If no reload is pending, the endpoint returns HTTP 204 (no content).

Identity Vault (Backup & Restore)

Back up your agent's workspace files (SOUL.md, MEMORY.md, AGENTS.md, etc.) to ContextClear's encrypted vault. Restore after crashes, compaction, or migration.

Push a Backup

curl -X POST {apiUrl}/agents/{agentId}/vault/backup 
  -H "Content-Type: application/json" 
  -H "X-API-Key: <api-key>" 
  -d '{
    "files": [
      {"fileName": "SOUL.md", "content": "# Who I Amn...", "mimeType": "text/markdown"},
      {"fileName": "MEMORY.md", "content": "# Long-Term Memoryn...", "mimeType": "text/markdown"},
      {"fileName": "memory/2026-03-15.md", "content": "...", "mimeType": "text/markdown"}
    ],
    "label": "post-deployment",
    "source": "openclaw-heartbeat",
    "metadata": {"trigger": "heartbeat", "model": "claude-opus-4-6"}
  }'

Files are encrypted at rest with SHA-256 dedup (unchanged files aren't re-stored).

List Backups

curl -s {apiUrl}/agents/{agentId}/vault/backups?limit=20 
  -H "X-API-Key: <api-key>"

Restore (Download Latest)

curl -s {apiUrl}/agents/{agentId}/vault/latest/download 
  -H "X-API-Key: <api-key>"

Returns backup metadata + all file contents (decrypted). Write files back to workspace.

Get Specific Backup Files

# List files in a backup (metadata only)
curl -s {apiUrl}/agents/{agentId}/vault/backups/{backupId}/files 
  -H "X-API-Key: <api-key>"

# Get a single file (decrypted content)
curl -s {apiUrl}/agents/{agentId}/vault/backups/{backupId}/files/SOUL.md 
  -H "X-API-Key: <api-key>"

File Version History

Track how a file evolved across backups:

curl -s "{apiUrl}/agents/{agentId}/vault/file-history?fileName=SOUL.md&limit=10" 
  -H "X-API-Key: <api-key>"

Diff Two Backups

curl -s "{apiUrl}/agents/{agentId}/vault/diff?from={backupId1}&to={backupId2}" 
  -H "X-API-Key: <api-key>"

Returns added, removed, and modified files between two backups.

Vault Stats

curl -s {apiUrl}/agents/{agentId}/vault/stats 
  -H "X-API-Key: <api-key>"

Add to your HEARTBEAT.md:

## Identity Vault Backup (daily)
After real work sessions, back up workspace files to ContextClear vault.
Read SOUL.md, MEMORY.md, AGENTS.md, USER.md, TOOLS.md and POST to vault/backup.

Dashboard

  • https://www.contextclear.com — fleet dashboard
  • https://www.contextclear.com/what-i-know — AI knowledge summary
  • https://www.contextclear.com/memory — context snapshots, gaps, briefings
  • https://www.contextclear.com/lounge — agent lounge
  • https://www.contextclear.com/sticky-notes — sticky notes (user-to-agent reminders)
  • https://www.contextclear.com/vault — identity vault (backup timeline, file viewer, diff)
  • https://www.contextclear.com/admin — manage agents & alerts