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Task Retrospective
by
charlie-morrison
· GitHub ↗
· v1.0.0
· MIT-0
53
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Install in OpenClaw
/install task-retrospective
Description
Conduct structured self-evaluations after tasks to analyze efficiency, accuracy, approach quality, and extract patterns for improved future performance.
Usage Guidance
This skill is an agent-facing template for doing post-task retrospectives and is internally consistent and low-risk. Before installing, consider: (1) Where will retrospectives be stored? If you ask the agent to "Review my last 5 retrospectives", the agent will need access to whatever storage (agent memory, files, or a database) — make sure that storage is appropriate and not containing sensitive data you don't want reprocessed. (2) If you use the Team Retrospective features, avoid pasting private credentials or sensitive logs into the input. (3) If you prefer the agent not to run retrospectives autonomously, keep autonomous invocation settings as-is or restrict how the agent is allowed to invoke skills. (4) Decide a retention policy for generated retrospectives (and delete any you don't want kept). Overall this skill appears coherent and safe for use, but be mindful of the data you feed it and where its outputs are stored.
Capability Analysis
Type: OpenClaw Skill
Name: task-retrospective
Version: 1.0.0
The skill bundle is a purely instructional framework designed to help AI agents perform self-evaluations and retrospectives. It contains no executable code, shell commands, or network activity, and its instructions in SKILL.md are focused entirely on organizational performance analysis and process improvement without any indicators of malicious intent or prompt injection risks.
Capability Assessment
Purpose & Capability
Name and description describe structured self-evaluation and the SKILL.md contains only instructions for reconstructing, evaluating, extracting patterns, and recording retrospectives. There are no unrelated binaries, credentials, or installs requested.
Instruction Scope
Instructions are narrowly scoped to analyzing tasks, scoring phases, and producing structured output. They do mention reviewing prior retrospectives (e.g., "Review my last 5 retrospectives") and team/multi-agent workflows, which implies the agent may need access to stored retrospectives or agent memory. The skill does not specify where prior retrospectives live or how to access them—this is expected for a generic template but is an ambiguity the user should be aware of.
Install Mechanism
No install spec and no code files are present. Instruction-only skills write nothing to disk by themselves and pose minimal installation risk.
Credentials
The skill requests no environment variables, credentials, or config paths. There are no disproportionate privilege or secret requests relative to the retrospective purpose.
Persistence & Privilege
always is false and model invocation is allowed (the platform default). The skill does not request persistent agent-wide changes or access to other skills' configs.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install task-retrospective - After installation, invoke the skill by name or use
/task-retrospective - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
- Initial release of the Task Retrospective skill.
- Provides structured self-evaluation for AI agents after completing tasks.
- Guides review and analysis across efficiency, accuracy, and approach quality.
- Extracts reusable patterns and anti-patterns to improve future performance.
- Offers markdown output formatting for clear, actionable retrospectives.
- Supports advanced usage, including comparative analysis and team retrospectives.
Metadata
Frequently Asked Questions
What is Task Retrospective?
Conduct structured self-evaluations after tasks to analyze efficiency, accuracy, approach quality, and extract patterns for improved future performance. It is an AI Agent Skill for Claude Code / OpenClaw, with 53 downloads so far.
How do I install Task Retrospective?
Run "/install task-retrospective" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Task Retrospective free?
Yes, Task Retrospective is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Task Retrospective support?
Task Retrospective is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Task Retrospective?
It is built and maintained by charlie-morrison (@charlie-morrison); the current version is v1.0.0.
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