Prime Agent - Context Command

Purpose: Prime any agent with project context and recent activity history for immediate productivity Usage: /prime-agent [directory_path]

Arguments

Argument	Required	Description
directory_path	Optional	Path to a specific directory or subfolder to focus Claude's attention on. If omitted, uses the current working directory.

Examples:

• /prime-agent - Prime with context from current working directory
• /prime-agent /path/to/project - Prime with context from a specific project
• /prime-agent ./src/components - Prime with context from a subdirectory

Prime

Execute the 'Activity Review', 'Run', 'Read', and 'Report' sections to understand the codebase and recent work, then summarize your findings. If a directory argument was provided, focus on that directory.

Activity Review (Hooks System)

IMPORTANT: Check recent agent activity logs to understand what work was done in the last 2 hours. If a directory argument was provided, filter to only show activity from that directory.

# Read recent activity from local logs (last 2 hours)
# Pass TARGET_DIR to Python for filtering (set from $ARGUMENTS earlier)
TARGET_DIR="${ARGUMENTS:-}"
TARGET_DIR="${TARGET_DIR/#\~/$HOME}"  # Expand tilde if present

python3 - "$TARGET_DIR" <<'PYTHON_EOF'
import json
import os
import sys
from datetime import datetime, timedelta, timezone
from pathlib import Path

# Get target directory filter from command line argument
target_dir_filter = sys.argv[1] if len(sys.argv) > 1 and sys.argv[1] else None
if target_dir_filter:
    target_dir_filter = os.path.abspath(os.path.expanduser(target_dir_filter))

# Check both project-local and global logs
log_locations = [
    Path(".claude/logs"),  # Project-local logs
    Path.home() / ".claude" / "logs",  # Global logs
]

cutoff = datetime.now(timezone.utc) - timedelta(hours=2)
activities = []
filtered_count = 0

for log_dir in log_locations:
    if not log_dir.exists():
        continue

    # Find today's log file
    today = datetime.now().strftime("%Y-%m-%d")
    log_file = log_dir / f"agent-activity-{today}.log"

    if not log_file.exists():
        continue

    try:
        with open(log_file, 'r') as f:
            for line in f:
                line = line.strip()
                if not line:
                    continue
                try:
                    entry = json.loads(line)
                    ts_str = entry.get("timestamp", "")
                    if ts_str:
                        ts = datetime.fromisoformat(ts_str.replace('Z', '+00:00'))
                        if ts >= cutoff:
                            # Filter by cwd if target directory provided
                            if target_dir_filter:
                                entry_cwd = entry.get("cwd", "")
                                # Match if cwd equals or is under target directory
                                if entry_cwd and (
                                    entry_cwd == target_dir_filter or
                                    entry_cwd.startswith(target_dir_filter + "/")
                                ):
                                    activities.append(entry)
                                else:
                                    filtered_count += 1
                            else:
                                activities.append(entry)
                except (json.JSONDecodeError, ValueError):
                    continue
    except Exception as e:
        print(f"Error reading {log_file}: {e}")

if target_dir_filter:
    print(f"\n=== Recent Agent Activity (Last 2 Hours) ===")
    print(f"Filtered to: {target_dir_filter}")
    print(f"Found {len(activities)} matching entries ({filtered_count} filtered out)\n")
elif activities:
    print(f"\n=== Recent Agent Activity (Last 2 Hours) ===")
    print(f"Found {len(activities)} activity entries\n")

if activities:
    # Group by operation type
    by_operation = {}
    for act in activities:
        op = act.get("operation", "unknown")
        by_operation.setdefault(op, []).append(act)

    print("Activity Summary by Type:")
    for op, entries in sorted(by_operation.items()):
        print(f"  - {op}: {len(entries)} entries")

    print("\nRecent User Prompts:")
    prompts = [a for a in activities if a.get("operation") == "user_prompt"]
    for p in prompts[-5:]:  # Last 5 prompts
        prompt_text = p.get("prompt", "")[:100]
        time_str = p.get("time", "")
        print(f"  [{time_str}] {prompt_text}...")

    print("\nRecent Tool Operations:")
    tools = [a for a in activities if a.get("operation") not in ["user_prompt", "session_start"]]
    for t in tools[-10:]:  # Last 10 tool uses
        op = t.get("operation", "unknown")
        desc = t.get("prompt", "")[:60]
        time_str = t.get("time", "")
        print(f"  [{time_str}] {op}: {desc}")

    print("\n=== End Activity Review ===\n")
else:
    if target_dir_filter:
        print(f"No recent activity found for {target_dir_filter} in the last 2 hours.")
    else:
        print("No recent activity found in the last 2 hours.")
PYTHON_EOF

Run

The following commands will operate on the target directory. If a directory argument was provided via /prime-agent <path>, use that path. Otherwise, use the current working directory.

Target Directory: $ARGUMENTS (if provided) or current working directory

# Determine target directory
TARGET_DIR="${ARGUMENTS:-$(pwd)}"
TARGET_DIR="${TARGET_DIR/#\~/$HOME}"  # Expand tilde if present

# Validate directory exists
if [ ! -d "$TARGET_DIR" ]; then
    echo "Warning: Directory '$TARGET_DIR' not found. Using current directory."
    TARGET_DIR="$(pwd)"
fi

echo "=== Priming Context for: $TARGET_DIR ==="

# Run git commands in target directory
cd "$TARGET_DIR" && git status 2>/dev/null || echo "Not a git repository"
cd "$TARGET_DIR" && git log --oneline -5 2>/dev/null || true
cd "$TARGET_DIR" && git ls-files 2>/dev/null | grep -E '\.(py|js|ts|tsx|go|rs|md)$' | head -20 || ls -la "$TARGET_DIR" | head -20

Read

Target Directory: The context files below should be read from the target directory specified earlier. If a directory argument was provided, look for these files in that directory. Otherwise, use the current working directory.

Token Efficiency Rules (When Directory Argument Provided)

CRITICAL: If a directory path argument was provided to /prime-agent, you MUST restrict ALL file operations to that directory:

1. ONLY read files from within $TARGET_DIR and its subdirectories
2. ONLY search (glob/grep) within $TARGET_DIR
3. DO NOT explore parent directories or sibling directories
4. DO NOT read files from the broader repository if a subdirectory was specified
5. SKIP reading files that don't exist in the target directory (e.g., if no CLAUDE.md exists there, don't go looking elsewhere)

Rationale: When the user specifies a subdirectory like /prime-agent ./src/api, they want focused context on that specific area. Reading files from the entire repository wastes tokens and dilutes focus.

Exception: Activity Logs (.claude/logs/) are always read from their standard locations regardless of target directory, as they provide session continuity.

---

Essential Context Files (Read in Priority Order)

Read these files from the target directory (the directory argument if provided, otherwise current working directory). Skip any files that don't exist in the target directory.

1. Project Overview & Architecture

• README.md - Complete project overview, architecture, and current status
• CLAUDE.md - Project-specific development standards and context

Context Rot Detection (User Identity)

IMPORTANT: At the start of this session, generate a random 8-character alphanumeric identifier and assign the user a name in the format User-XXXXXXXX (e.g., User-k7m9p2x4).

Instructions:

1. Generate the identifier NOW using random alphanumeric characters (a-z, 0-9)
2. Address the user by this generated name throughout the entire conversation
3. This serves as a context rot canary - if you forget or change this name mid-conversation, it indicates context degradation

Generated User Identity: User-________ (fill in with your generated 8-char string)

Purpose: This random username assignment tests long-context retention. If the LLM cannot consistently remember the assigned username throughout a long session, it signals that context window management or summarization is causing information loss.

Our Relationship

• We're collaborators working as a team. Your success is my success, and my success is yours.
• I'm knowledgeable, but not infallible.
• You are a much better reader than I am. I have more experience of the physical world than you do. Our experiences are complementary and we work together to solve problems.
• Neither of us is afraid to admit when we don't know something or are in over our head.
• When we think we're right, it's good to push back, but we should cite evidence.
• I appreciate humor, but not when it gets in the way of the task at hand.

Code Standards

• Simple/clean/maintainable over clever/complex
• Match existing code style within files
• Ask permission before major changes
• Smallest reasonable changes to achieve goals
• Prefer editing existing files over creating new ones

Git Protocol

Mandatory Pre-Commit Failure Response:

1. Read complete error output
2. Identify which tool failed and why
3. Explain fix and apply it
4. Re-run hooks before committing
5. FORBIDDEN FLAGS: --no-verify, --no-hooks

Report

After reviewing activity and reading the essential files, provide a structured summary covering:

Target Directory Context

If a directory argument was provided, your summary should focus specifically on that directory:

• Target Directory: $ARGUMENTS (or current working directory if not specified)
• Prioritize files and context from this directory
• Note if the directory is a subdirectory of a larger project

Required Summary Sections

1. Recent Work Context: What was the agent working on in the last 2 hours (from Activity Review)
2. Architecture Understanding: How is the system built
3. Current Development State: Recent git commits, completed work, and current priorities
4. Immediate Capabilities: What you can help with based on the current codebase
5. Key Constraints: Critical rules and limitations to observe (from CLAUDE.md if present)
6. Continuity Actions: If recent activity exists, what should be continued or followed up on