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Install in OpenClaw
/install task-pilot
Description
Task decomposition and execution framework for Claude — breaks complex work into verified subtasks, plants context anchors to survive compaction, and never l...
Usage Guidance
This skill appears internally consistent and low-risk: it only provides an agent protocol and asks for nothing sensitive. Before using, avoid putting passwords, API keys, or other secrets into task plans or context anchors (those summaries persist in chat). If you install the related ThinkStack skills, review them separately — this evaluation covers only task-pilot itself.
Capability Analysis
Type: OpenClaw Skill
Name: task-pilot
Version: 1.0.3
The 'task-pilot' skill is a purely instructional framework (SKILL.md) designed to improve AI agent reliability through task decomposition, planning, and context management. It contains no executable code, no data exfiltration logic, and no malicious prompt injection; its instructions focus entirely on structured task execution, state recovery, and transparency with the user.
Capability Assessment
Purpose & Capability
The name/description match the runtime instructions: the SKILL.md is a protocol for planning, step checkpoints, anchors, recovery, and completion. No unrelated environment variables, binaries, or config paths are requested, and the optional 'pairs well with' install suggestions are reasonable adjuncts.
Instruction Scope
Instructions are narrowly scoped to breaking tasks into plans, planting short context anchors in the conversation, and following a recovery protocol. One operational note: anchoring every 8–12 exchanges means the agent will write repeated structured summaries into chat history — do not include secrets or sensitive tokens in plans/anchors as those will persist.
Install Mechanism
No install spec or code files are present (instruction-only), so nothing is written to disk or downloaded during install. This is the lowest-risk install profile.
Credentials
The skill declares no required environment variables, credentials, or config paths. There are no disproportionate secret or credential requests.
Persistence & Privilege
always:false and default autonomous invocation are used (normal). The skill does not request permanent presence or system-level modifications. As with any agent-invokable skill, consider that the agent can call it autonomously, but that is standard behavior and not by itself a concern here.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install task-pilot - After installation, invoke the skill by name or use
/task-pilot - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.3
- No changes detected in code or documentation between versions 1.0.1 and 1.0.3.
- Skill functionality and SKILL.md contents remain unchanged.
v1.0.2
- Version bumped from 1.0.1 to 1.0.2 with no changes to code or documentation.
- No file changes detected; functionality and features remain the same.
v1.0.1
- Added author and homepage fields for better attribution and discoverability.
- Expanded and refined keywords to improve search relevance and better describe context management issues.
- Updated collaborative skills recommendation from deep-think to thinkdeep.
- Enhanced problem and solution descriptions, clarifying Task Pilot’s value for managing Claude’s context drift and loss.
- Updated instructions to emphasize preventing AI confusion and maintaining task scope.
v1.0.0
Initial release of Task Pilot — a framework for reliable task decomposition and execution.
- Breaks complex tasks into verified, tracked subtasks.
- Plants context anchors to recover from context loss or session compaction.
- Enforces planning before action and checkpointing at each step.
- Provides a clear recovery protocol for resuming interrupted tasks.
- Ensures disciplined scope management and clear task completion criteria.
Metadata
Frequently Asked Questions
What is Task Pilot?
Task decomposition and execution framework for Claude — breaks complex work into verified subtasks, plants context anchors to survive compaction, and never l... It is an AI Agent Skill for Claude Code / OpenClaw, with 68 downloads so far.
How do I install Task Pilot?
Run "/install task-pilot" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Task Pilot free?
Yes, Task Pilot is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Task Pilot support?
Task Pilot is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Task Pilot?
It is built and maintained by jiajiaoy (@jiajiaoy); the current version is v1.0.3.
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