Back to list
parcadei

mot

by parcadei

Context management for Claude Code. Hooks maintain state via ledgers and handoffs. MCP execution without context pollution. Agent orchestration with isolated context windows.

3,352🍴 252📅 Jan 23, 2026

Use Cases

🔗

MCP Server Integration

AI tool integration using Model Context Protocol. Using mot.

🔗

API Integration

Easily build API integrations with external services.

🔄

Data Synchronization

Automatically sync data between multiple systems.

SKILL.md


name: mot description: System health check (MOT) for skills, agents, hooks, and memory model: sonnet allowed-tools: [Read, Bash, Glob, Grep]

MOT - System Health Check

Run comprehensive health checks on all Claude Code components.

Usage

/mot              # Full audit (all categories)
/mot skills       # Just skills
/mot agents       # Just agents
/mot hooks        # Just hooks
/mot memory       # Just memory system
/mot --fix        # Auto-fix simple issues
/mot --quick      # P0 checks only (fast)

Audit Process

Phase 1: Skills Audit

# Count skills
echo "=== SKILLS ==="
SKILL_COUNT=$(find .claude/skills -name "SKILL.md" | wc -l | xargs)
echo "Found $SKILL_COUNT skill files"

# Check frontmatter parsing
FAIL=0
for skill in $(find .claude/skills -name "SKILL.md"); do
  if ! head -1 "$skill" | grep -q "^---$"; then
    echo "FAIL: No frontmatter: $skill"
    FAIL=$((FAIL+1))
  fi
done
echo "Frontmatter: $((SKILL_COUNT - FAIL)) pass, $FAIL fail"

# Check name matches directory
FAIL=0
for skill in $(find .claude/skills -name "SKILL.md"); do
  dir=$(basename $(dirname "$skill"))
  name=$(grep "^name:" "$skill" 2>/dev/null | head -1 | cut -d: -f2 | xargs)
  if [ -n "$name" ] && [ "$dir" != "$name" ]; then
    echo "FAIL: Name mismatch $dir vs $name"
    FAIL=$((FAIL+1))
  fi
done
echo "Name consistency: $((SKILL_COUNT - FAIL)) pass, $FAIL fail"

Phase 2: Agents Audit

echo "=== AGENTS ==="
AGENT_COUNT=$(ls .claude/agents/*.md 2>/dev/null | wc -l | xargs)
echo "Found $AGENT_COUNT agent files"

# Check required fields
FAIL=0
for agent in .claude/agents/*.md; do
  [ -f "$agent" ] || continue

  # Check name field exists
  if ! grep -q "^name:" "$agent"; then
    echo "FAIL: Missing name: $agent"
    FAIL=$((FAIL+1))
    continue
  fi

  # Check model is valid
  model=$(grep "^model:" "$agent" | head -1 | cut -d: -f2 | xargs)
  case "$model" in
    opus|sonnet|haiku) ;;
    *) echo "FAIL: Invalid model '$model': $agent"; FAIL=$((FAIL+1)) ;;
  esac
done
echo "Agent validation: $((AGENT_COUNT - FAIL)) pass, $FAIL fail"

# Check for dangling references (agents that reference non-existent agents)
echo "Checking agent cross-references..."
for agent in .claude/agents/*.md; do
  [ -f "$agent" ] || continue
  # Find subagent_type references
  refs=$(grep -oE 'subagent_type[=:]["'\'']*([a-z-]+)' "$agent" 2>/dev/null | sed 's/.*["'\'']//' | sed 's/["'\'']$//')
  for ref in $refs; do
    if [ ! -f ".claude/agents/$ref.md" ]; then
      echo "WARN: $agent references non-existent agent: $ref"
    fi
  done
done

Phase 3: Hooks Audit

echo "=== HOOKS ==="

# Check TypeScript source count
TS_COUNT=$(ls .claude/hooks/src/*.ts 2>/dev/null | wc -l | xargs)
echo "Found $TS_COUNT TypeScript source files"

# Check bundles exist
BUNDLE_COUNT=$(ls .claude/hooks/dist/*.mjs 2>/dev/null | wc -l | xargs)
echo "Found $BUNDLE_COUNT built bundles"

# Check shell wrappers are executable
FAIL=0
for sh in .claude/hooks/*.sh; do
  [ -f "$sh" ] || continue
  if [ ! -x "$sh" ]; then
    echo "FAIL: Not executable: $sh"
    FAIL=$((FAIL+1))
  fi
done
SH_COUNT=$(ls .claude/hooks/*.sh 2>/dev/null | wc -l | xargs)
echo "Shell wrappers: $((SH_COUNT - FAIL)) executable, $FAIL need chmod +x"

# Check hooks registered in settings.json exist
echo "Checking registered hooks..."
FAIL=0
# Extract hook commands from settings.json and verify files exist
grep -oE '"command":\s*"[^"]*\.sh"' .claude/settings.json 2>/dev/null | \
  sed 's/.*"\([^"]*\.sh\)".*/\1/' | \
  sed 's|\$CLAUDE_PROJECT_DIR|.claude|g' | \
  sed "s|\$HOME|$HOME|g" | \
  sort -u | while read hook; do
    # Resolve to actual path
    resolved=$(echo "$hook" | sed 's|^\./||')
    if [ ! -f "$resolved" ] && [ ! -f "./$resolved" ]; then
      echo "WARN: Registered hook not found: $hook"
    fi
  done

Phase 4: Memory Audit

echo "=== MEMORY SYSTEM ==="

# Check DATABASE_URL
if [ -z "$DATABASE_URL" ]; then
  echo "FAIL: DATABASE_URL not set"
else
  echo "PASS: DATABASE_URL is set"

  # Test connection
  if psql "$DATABASE_URL" -c "SELECT 1" > /dev/null 2>&1; then
    echo "PASS: PostgreSQL reachable"

    # Check pgvector
    if psql "$DATABASE_URL" -c "SELECT extname FROM pg_extension WHERE extname='vector'" 2>/dev/null | grep -q vector; then
      echo "PASS: pgvector extension installed"
    else
      echo "FAIL: pgvector extension not installed"
    fi

    # Check table exists
    if psql "$DATABASE_URL" -c "\d archival_memory" > /dev/null 2>&1; then
      echo "PASS: archival_memory table exists"

      # Count learnings
      COUNT=$(psql "$DATABASE_URL" -t -c "SELECT COUNT(*) FROM archival_memory" 2>/dev/null | xargs)
      echo "INFO: $COUNT learnings stored"
    else
      echo "FAIL: archival_memory table missing"
    fi
  else
    echo "FAIL: PostgreSQL not reachable"
  fi
fi

# Check Python dependencies
echo "Checking Python dependencies..."
(cd opc && uv run python -c "import psycopg2; import pgvector; import sentence_transformers" 2>/dev/null) && \
  echo "PASS: Python dependencies available" || \
  echo "WARN: Some Python dependencies missing"

Phase 5: Cross-Reference Audit

echo "=== CROSS-REFERENCES ==="

# Check skills reference valid agents
echo "Checking skill → agent references..."
FAIL=0
for skill in $(find .claude/skills -name "SKILL.md"); do
  refs=$(grep -oE 'subagent_type[=:]["'\'']*([a-z-]+)' "$skill" 2>/dev/null | sed 's/.*["'\'']//' | sed 's/["'\'']$//')
  for ref in $refs; do
    if [ -n "$ref" ] && [ ! -f ".claude/agents/$ref.md" ]; then
      echo "FAIL: $skill references missing agent: $ref"
      FAIL=$((FAIL+1))
    fi
  done
done
echo "Skill→Agent refs: $FAIL broken"

Auto-Fix (--fix flag)

If --fix is specified, automatically fix:

  1. Make shell wrappers executable

    chmod +x .claude/hooks/*.sh
    
  2. Rebuild hooks if TypeScript newer than bundles

    cd .claude/hooks && npm run build
    
  3. Create missing cache directories

    mkdir -p .claude/cache/agents/{scout,kraken,oracle,spark}
    mkdir -p .claude/cache/mot
    

Output Format

Write full report to .claude/cache/mot/report-{timestamp}.md:

# MOT Health Report
Generated: {timestamp}

## Summary
| Category | Pass | Fail | Warn |
|----------|------|------|------|
| Skills   | 204  | 2    | 0    |
| Agents   | 47   | 1    | 3    |
| Hooks    | 58   | 2    | 1    |
| Memory   | 4    | 0    | 1    |
| X-Refs   | 0    | 0    | 2    |

## Issues Found

### P0 - Critical
- [FAIL] Hook build failed: tldr-context-inject.ts

### P1 - High
- [FAIL] Agent references missing: scot → scout (typo)

### P2 - Medium
- [WARN] 3 hooks need rebuild (dist older than src)

### P3 - Low
- [INFO] VOYAGE_API_KEY not set (using local BGE)

Exit Codes

  • 0 - All P0/P1 checks pass
  • 1 - Any P0/P1 failure
  • 2 - Only P2/P3 warnings

Quick Mode (--quick)

Only run P0 checks:

  1. Frontmatter parses
  2. Hooks build
  3. Shell wrappers executable
  4. PostgreSQL reachable

Score

Total Score

95/100

Based on repository quality metrics

SKILL.md

SKILL.mdファイルが含まれている

+20
LICENSE

ライセンスが設定されている

+10
説明文

100文字以上の説明がある

+10
人気

GitHub Stars 1000以上

+15
最近の活動

1ヶ月以内に更新

+10
フォーク

10回以上フォークされている

+5
Issue管理

オープンIssueが50未満

+5
言語

プログラミング言語が設定されている

+5
タグ

1つ以上のタグが設定されている

+5

Reviews

💬

Reviews coming soon