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Weekly Retro
by
New Age Investments
· GitHub ↗
· v1.0.0
· MIT-0
112
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Install in OpenClaw
/install weekly-retro
Description
Weekly retrospective that analyzes memory logs to identify accomplishments, recurring patterns, friction points, and forward-looking recommendations. More st...
Usage Guidance
This skill appears to do what it says: read local memory logs, analyze patterns, and produce a markdown retrospective. Before running it: 1) Inspect the memory files that will be read (default ~/.openclaw/workspace/memory) for any secrets or sensitive content you don't want included; 2) Run the pipeline against a small test directory first (use --memory-dir to point to a safe test folder) to see output format; 3) Note that analyze.py can read SOUL.md and AGENTS.md if you pass those paths or configure them — don't point it at files with credentials; 4) The skill writes reports and a history file into your workspace (vault/history paths are configurable) — ensure those output locations are acceptable; 5) There is no network/exfiltration observed in the code, but always run third-party scripts in a controlled environment if you have high sensitivity requirements.
Capability Analysis
Type: OpenClaw Skill
Name: weekly-retro
Version: 1.0.0
The weekly-retro skill bundle is a well-documented tool designed to analyze local memory logs and generate strategic retrospectives within the OpenClaw workspace. The Python scripts (gather_week.py, analyze.py, retrospective.py, and history.py) operate entirely on local data using the standard library, with no evidence of network activity, data exfiltration, or malicious execution. The instructions in SKILL.md are clearly aligned with the tool's purpose of summarizing accomplishments and friction points from the user's workspace files (~/.openclaw/workspace/memory).
Capability Assessment
Purpose & Capability
The name/description (weekly retrospective over memory logs) matches the included scripts and SKILL.md: gather_week.py reads memory files, analyze.py finds patterns, retrospective.py writes a markdown report, and history.py records longitudinal data. Defaults and example config point at local workspace files, which is appropriate for a retrospective tool.
Instruction Scope
Instructions operate on local markdown memory files (default ~/.openclaw/workspace/memory) and produce a vault/weekly-retro output; analyze.py can also read SOUL.md and AGENTS.md (if provided) and history.py reads/writes a history JSON. This is consistent with the tool's purpose, but it means the skill will read all content in the specified memory directory (and any additional files you point it at), so sensitive data in those logs will be included in analysis/output.
Install Mechanism
No install spec is provided; the skill is instruction/code-only and uses Python standard library only. Nothing is downloaded or executed from external URLs during installation.
Credentials
The skill requests no environment variables or credentials. The example config references local files (memory_dir, vault_output_dir, history_file, SOUL.md, AGENTS.md) which are reasonable for the function but may cause the tool to read additional workspace files if configured that way. No unexplained secrets or external service keys are required.
Persistence & Privilege
always is false and the skill does not request permanent platform-wide privileges. It writes output (markdown) and a history JSON into user workspace paths (configurable), which is expected for this functionality and scoped to its own data files.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install weekly-retro - After installation, invoke the skill by name or use
/weekly-retro - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Weekly Retro 1.0.0 — initial release
- Introduces a full pipeline to generate strategic weekly retrospectives from memory logs, focusing on accomplishments, patterns, and recommendations.
- Includes scripts for data gathering, pattern analysis, markdown report generation, and history tracking.
- Provides options for customization (date range, config files, output paths).
- Output is Obsidian-compatible markdown designed for long-term review.
- Requires only Python standard library; no external dependencies.
Metadata
Frequently Asked Questions
What is Weekly Retro?
Weekly retrospective that analyzes memory logs to identify accomplishments, recurring patterns, friction points, and forward-looking recommendations. More st... It is an AI Agent Skill for Claude Code / OpenClaw, with 112 downloads so far.
How do I install Weekly Retro?
Run "/install weekly-retro" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Weekly Retro free?
Yes, Weekly Retro is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Weekly Retro support?
Weekly Retro is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Weekly Retro?
It is built and maintained by New Age Investments (@newageinvestments25-byte); the current version is v1.0.0.
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