BytesAgain is a curated directory of 60,000+ AI agent skills from ClawHub, GitHub, LobeHub, and Dify. Search skills by keyword in 7 languages, browse by role (developer, creator, trader, marketer) or by use case.

How do I find AI skills on BytesAgain?

Use the search bar on BytesAgain.com to search by keyword in 7 languages. You can also browse by role (developer, creator, trader, marketer) or by use case. Each skill shows install instructions for Claude, Cursor, OpenClaw, Continue, and more.

Yes, BytesAgain is completely free. No registration required for searching skills. The MCP API is also free with rate limits.

Does BytesAgain have an API for AI agents?

Yes! BytesAgain provides a free MCP SSE endpoint at /api/mcp/sse for AI agents, plus a REST API at /api/mcp?action=search&q= . No authentication needed.

Can I request a new AI skill on BytesAgain?

Yes! Visit the Requests page on BytesAgain.com to submit a skill request. Your request will be visible to the community and notified to the site admin.

Smart Context Manager — AI Agent Skill | BytesAgain

📖 About This Skill

name: context-manager description: AI-powered context management for OpenClaw sessions user-invocable: true

Context Manager Skill

AI-powered context management for OpenClaw sessions. Uses the agent itself to generate intelligent summaries, then resets the session with compressed context.

Quick Start

# List all sessions with usage stats
~/openclaw/skills/context-manager/compress.sh list
Check status of a specific session
~/openclaw/skills/context-manager/compress.sh status agent:main:main
Generate AI summary (read-only, safe)
~/openclaw/skills/context-manager/compress.sh summarize agent:main:main
Compress session: generate summary, reset, inject (DESTRUCTIVE)
~/openclaw/skills/context-manager/compress.sh summarize agent:main:main --replace

When to Use

Context usage approaching 70-80%+

Long sessions with extensive conversation history

Before the session becomes slow or loses coherence

Proactively to maintain fast, focused sessions

How It Works

1. AI Summarization: Sends a prompt to the agent asking it to summarize its own context 2. Backup: Saves the original JSONL session file to memory/compressed/ 3. Reset: Deletes the JSONL file (official reset method) 4. Inject: Sends the AI-generated summary as the first message in the fresh session 5. Result: Same session key, new session ID, compressed context

Key insight: The agent has full visibility into its own context, so it generates the best possible summary.

Commands

Session Commands

| Command | Description | |---------|-------------| | list | List all sessions with token usage | | status [KEY] | Show detailed status for a session | | summarize [KEY] | Generate AI summary (read-only) | | summarize [KEY] --replace | Summarize AND reset session with compressed context | | compress [KEY] | Legacy grep-based extraction (not recommended) | | check [KEY] | Check if session exceeds threshold | | check-all | Check all sessions at once |

Configuration Commands

| Command | Description | |---------|-------------| | set-threshold N | Set compression threshold (50-99%, default: 80) | | set-depth LEVEL | Set depth: brief/balanced/comprehensive | | set-quiet-hours HH | Set quiet hours (e.g., "23:00-07:00") | | help | Show help and usage examples |

Examples

List All Sessions

$ ~/openclaw/skills/context-manager/compress.sh list
📋 Available Sessions (4 total)
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
   SESSION KEY                              KIND       TOKENS    USAGE
1    agent:main:main                          direct      70188      70%
2    agent:main:slack:channel:c0aaruq2en9     group       20854      20%
3    agent:main:cron:0d02af4b-...             direct      18718      18%

Check Session Status

$ ~/openclaw/skills/context-manager/compress.sh status agent:main:main
📊 Context Manager Status
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
  Session Key: agent:main:main
  Session ID:  fc192a2d-091c-48c7-9fad-12bf34687454
  Kind:        direct
  Model:       gemini-3-flash
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
  Threshold:   80%
  Tokens:      70188 / 100000
  Usage:       70%

Generate AI Summary (Safe, Read-Only)

$ ~/openclaw/skills/context-manager/compress.sh summarize agent:main:main
🧠 Requesting AI summary for session: agent:main:main
  Session ID: fc192a2d-091c-48c7-9fad-12bf34687454
✅ AI Summary generated!
  Saved to: memory/compressed/20260127-123146.ai-summary.md
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
Session Summary: January 27, 2026
#### 1. What was accomplished
System audit completed
Essay generation with sub-agents
...

Full Compression (Summarize + Reset + Inject)

$ ~/openclaw/skills/context-manager/compress.sh summarize agent:main:main --replace 🧠 Requesting AI summary for session: agent:main:main Session ID: fc192a2d-091c-48c7-9fad-12bf34687454 Mode: REPLACE (will reset session after summary) ✅ AI Summary generated! ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ [AI-generated summary displayed] ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━

🔄 Resetting session and injecting compressed context... Backing up session file... Backup saved: memory/compressed/20260127-123146.session-backup.jsonl Deleting session JSONL to reset... Injecting compressed context into fresh session... ✅ Session compressed successfully! Old session ID: fc192a2d-091c-48c7-9fad-12bf34687454 New session ID: a1b2c3d4-... Session is ready to continue with compressed context

Result: 70k tokens → 16k tokens (77% reduction)

Output Files

When compression occurs, these files are created in memory/compressed/:

| File | Description | |------|-------------| | {timestamp}.ai-summary.md | AI-generated session summary | | {timestamp}.session-backup.jsonl | Full backup of original session (can restore if needed) | | {timestamp}.transcript.md | Raw transcript extraction (legacy) | | {timestamp}.summary.md | Grep-based summary (legacy) |

Requirements

openclaw - Gateway must be running

jq - JSON parsing (brew install jq)

Gateway access - Script uses openclaw agent and openclaw sessions

Technical Details

Session Reset Method

The script uses JSONL deletion to reset sessions (official method):

1. Backup JSONL to memory/compressed/ 2. Delete ~/.openclaw/agents/{agent}/sessions/{sessionId}.jsonl 3. Send compressed context via openclaw agent --to main 4. New session is created automatically with summary as first message

Why Not /reset?

The /reset slash command only works in the chat interface. When sent via openclaw agent --session-id, it's treated as a regular message and the agent tries to interpret it as a task.

AI Summarization Prompt

The script asks the agent to provide: 1. What was accomplished (key tasks) 2. Key decisions made (with rationale) 3. Current state (where we left off) 4. Pending tasks (what still needs doing) 5. Important context (critical info to remember)

Troubleshooting

Summary Text Empty

If the AI summary extraction fails, check stderr redirect:

# The script uses 2>/dev/null to avoid Node deprecation warnings breaking JSON
openclaw agent --session-id $ID -m "..." --json 2>/dev/null

Session Not Resetting

Verify the JSONL file path:

ls ~/.openclaw/agents/main/sessions/

Restore From Backup

If something goes wrong:

cp memory/compressed/{timestamp}.session-backup.jsonl \
   ~/.openclaw/agents/main/sessions/{sessionId}.jsonl

Check Logs

Use openclaw logs to troubleshoot:

openclaw logs --limit 50 --json | grep -i "error\|fail"

Best Practices

1. Backup first: The script auto-backs up, but you can also manually backup before testing 2. Test on non-critical sessions first: Try on a Slack channel or cron session before main 3. Check the summary: Run summarize without --replace first to verify the summary quality 4. Monitor token count: Use status to verify compression worked

⚡ When to Use

Trigger	Action
- Long sessions with extensive conversation history
- Before the session becomes slow or loses coherence
- Proactively to maintain fast, focused sessions

💡 Examples

List All Sessions

$ ~/openclaw/skills/context-manager/compress.sh list
📋 Available Sessions (4 total)
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
   SESSION KEY                              KIND       TOKENS    USAGE
1    agent:main:main                          direct      70188      70%
2    agent:main:slack:channel:c0aaruq2en9     group       20854      20%
3    agent:main:cron:0d02af4b-...             direct      18718      18%

Check Session Status

$ ~/openclaw/skills/context-manager/compress.sh status agent:main:main
📊 Context Manager Status
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
  Session Key: agent:main:main
  Session ID:  fc192a2d-091c-48c7-9fad-12bf34687454
  Kind:        direct
  Model:       gemini-3-flash
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
  Threshold:   80%
  Tokens:      70188 / 100000
  Usage:       70%

Generate AI Summary (Safe, Read-Only)

$ ~/openclaw/skills/context-manager/compress.sh summarize agent:main:main
🧠 Requesting AI summary for session: agent:main:main
  Session ID: fc192a2d-091c-48c7-9fad-12bf34687454
✅ AI Summary generated!
  Saved to: memory/compressed/20260127-123146.ai-summary.md
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
Session Summary: January 27, 2026
#### 1. What was accomplished
System audit completed
Essay generation with sub-agents
...

Full Compression (Summarize + Reset + Inject)

$ ~/openclaw/skills/context-manager/compress.sh summarize agent:main:main --replace 🧠 Requesting AI summary for session: agent:main:main Session ID: fc192a2d-091c-48c7-9fad-12bf34687454 Mode: REPLACE (will reset session after summary) ✅ AI Summary generated! ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ [AI-generated summary displayed] ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━

🔄 Resetting session and injecting compressed context... Backing up session file... Backup saved: memory/compressed/20260127-123146.session-backup.jsonl Deleting session JSONL to reset... Injecting compressed context into fresh session... ✅ Session compressed successfully! Old session ID: fc192a2d-091c-48c7-9fad-12bf34687454 New session ID: a1b2c3d4-... Session is ready to continue with compressed context

Result: 70k tokens → 16k tokens (77% reduction)

📋 Tips & Best Practices

1. Backup first: The script auto-backs up, but you can also manually backup before testing 2. Test on non-critical sessions first: Try on a Slack channel or cron session before main 3. Check the summary: Run summarize without --replace first to verify the summary quality 4. Monitor token count: Use status to verify compression worked

Smart Context Manager

📖 About This Skill

Context Manager Skill

Quick Start

Check status of a specific session

Generate AI summary (read-only, safe)

Compress session: generate summary, reset, inject (DESTRUCTIVE)

When to Use

How It Works

Commands

Session Commands

Configuration Commands

Examples

List All Sessions

SESSION KEY KIND TOKENS USAGE

Check Session Status

Generate AI Summary (Safe, Read-Only)

Session Summary: January 27, 2026

Full Compression (Summarize + Reset + Inject)

Output Files

Requirements

Technical Details

Session Reset Method

Why Not /reset?

AI Summarization Prompt

Troubleshooting

Summary Text Empty

Session Not Resetting

Restore From Backup

Check Logs

Best Practices

See Also

⚡ When to Use

💡 Examples

List All Sessions

SESSION KEY KIND TOKENS USAGE

Check Session Status

Generate AI Summary (Safe, Read-Only)

Session Summary: January 27, 2026

Full Compression (Summarize + Reset + Inject)

📋 Tips & Best Practices