Requirements
- Target platform
- OpenClaw
- Install method
- Manual import
- Extraction
- Extract archive
- Prerequisites
- OpenClaw
- Primary doc
- SKILL.md
Tencent SkillHub Β· AI
Project Manager Agent
Monitors active sub-agents, detects stalls, provides status updates, and steers stuck agents via sessions_send.
skill openclawclawhub Free
Monitors active sub-agents, detects stalls, provides status updates, and steers stuck agents via sessions_send.
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Install for OpenClaw
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Quick setup
- Open the source page and confirm the package flow manually.
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Package facts
- Download mode
- Manual review
- Package format
- ZIP package
- Source platform
- Tencent SkillHub
- What's included
- SKILL.md, _meta.json, config.json, scripts/project_manager.py
Validation
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- Review SKILL.md before asking your agent to continue.
- Treat this source as manual setup until the upstream download flow is fixed.
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Trust & source
Release facts
- Source
- Tencent SkillHub
- Verification
- Indexed source record
- Version
- 0.1.0
Provenance
- Publisher
- RuneweaverStudios
- Source page
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Documentation
Description
Monitors active sub-agents, detects stalls, provides status updates, and steers stuck agents via sessions_send.
Project Manager Agent
This skill provides oversight for your OpenClaw sub-agents. It proactively checks the status of running sub-agents, identifies potential stalls or failures, and can steer stalled sub-agents by sending a continue message via the sessions_send tool.
Running the monitor
python3 <skill-dir>/scripts/project_manager.py
Options
--staleness_threshold_minutes <int>: Minutes after which a sub-agent is considered stalled (default from config or 10). --check_all_sessions: Check all sessions, not just subagents of the current main session. --json: Print human summary then a JSON line with stalledSessionKeys, steerMessage, and summary for agent steering. --no_cooldown: Output all stalled keys (ignore 15-minute cooldown). --record-steered KEY [KEY ...]: Record these session keys as just steered (for cooldown). Run after calling sessions_send.
Example (Status check, human-only)
python3 /Users/ghost/.openclaw/workspace/skills/project-manager-agent/scripts/project_manager.py --staleness_threshold_minutes 15
Example (Agent run with steering)
python3 /Users/ghost/.openclaw/workspace/skills/project-manager-agent/scripts/project_manager.py --json --staleness_threshold_minutes 10 Then parse the last line (JSON), call sessions_send for each key in stalledSessionKeys, and optionally run --record-steered <keys>.
Features
Sub-agent Monitoring: Lists all active sub-agents (file-based; no gateway API in the script). Stall Detection: Flags sub-agents that haven't updated their status within a configurable time period. Failure Identification: Reports on sub-agents that have aborted their last run. Status Reports: Human-readable summaries and optional JSON with stalledSessionKeys for steering. Automated Steering: When you run the skill with --json, parse the output and call sessions_send for each stalled session (see Agent instructions below).
Agent instructions (mandatory when running this skill)
When the user or a cron asks you to run the project-manager-agent skill: Run the script with --json (and existing args as needed): python3 /Users/ghost/.openclaw/workspace/skills/project-manager-agent/scripts/project_manager.py --json --staleness_threshold_minutes 10 Parse the script stdout: The last line is a single JSON object with stalledSessionKeys, steerMessage, and summary. Parse it (e.g. take the last line that starts with { and ends with }). If stalledSessionKeys is non-empty: For each session key in stalledSessionKeys (cap at 5 per run to avoid spam), call sessions_send(sessionKey, steerMessage from JSON or "Please continue working on your task.", 0) (fire-and-forget; timeoutSeconds=0). Optionally run the script again to record cooldown so the same session is not steered again for 15 minutes: python3 /Users/ghost/.openclaw/workspace/skills/project-manager-agent/scripts/project_manager.py --record-steered <key1> <key2> ... Reply to the user/cron with the status summary (the human-readable part of the script output) and, if you steered any, add: "Steered N stalled subagent(s)." You have access to sessions_list and sessions_send; the script only produces the list of session keys to steer. Steering is done by you in the same turn via the sessions_send tool.
Config (optional)
See config.json for: staleness_threshold_minutes, steer_cooldown_minutes, steer_message, max_steer_per_run.
Integration as a Cron Job
This skill is ideal for a cron job, running periodically (e.g., every 5 minutes). The agent runs the script with --json, steers stalled subagents via sessions_send, and announces the status. Example Cron Job Payload: { "payload": { "kind": "agentTurn", "message": "Run project-manager-agent skill and report status of all sub-agents.", "model": "openrouter/google/gemini-2.5-flash", "thinking": "low", "timeoutSeconds": 60 }, "schedule": { "kind": "every", "everyMs": 300000 }, "delivery": { "mode": "announce" }, "sessionTarget": "isolated", "name": "Project Manager (Sub-agent Monitor)" } version: 0.2.0
Category context
Agent frameworks, memory systems, reasoning layers, and model-native orchestration.
Source: Tencent SkillHub
Largest current source with strong distribution and engagement signals.
Package contents
Included in package
2 Config1 Docs1 Scripts
- SKILL.md
- scripts/project_manager.py
- _meta.json
- config.json