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Weekly Retro
by
New Age Investments
· GitHub ↗
· v1.0.0
· MIT-0
132
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Install in OpenClaw
/install nai-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 internally consistent and intended to run locally. Before installing or running it: 1) Review or adjust the default paths in assets/config.example.json so the skill reads only the memory directories you intend (it defaults to ~/.openclaw/workspace/memory). 2) Be aware it will read local files like SOUL.md and AGENTS.md and will write history.json and markdown files to your vault/workspace; adjust locations or permissions if needed. 3) Because it reads your memory logs, ensure those logs don't contain secrets you don't want aggregated into retros. 4) The code uses only Python standard library (no network calls visible in the provided files), but if you plan to enable cron/automated runs, confirm the scheduled payload and timing are acceptable. 5) If you want extra caution, run the pipeline manually on a small sample folder first or inspect the scripts locally before giving the agent autonomous invocation rights.
Capability Analysis
Type: OpenClaw Skill
Name: nai-weekly-retro
Version: 1.0.0
The skill bundle is a legitimate tool for generating weekly retrospectives by analyzing local markdown memory logs. The Python scripts (gather_week.py, analyze.py, retrospective.py, and history.py) use the standard library to extract patterns, accomplishments, and friction points without any network activity, obfuscation, or unauthorized data access. The instructions in SKILL.md are consistent with the stated purpose and do not contain prompt-injection attacks.
Capability Assessment
Purpose & Capability
Name/description (weekly retrospective over memory logs) match the delivered artifacts: scripts parse memory Markdown files, analyze patterns, and generate retros. Required resources (local memory dir, history file, vault output) are proportional to the stated purpose; there are no unrelated env vars, binaries, or cloud credentials requested.
Instruction Scope
SKILL.md instructs the agent to read memory files (default ~/.openclaw/workspace/memory), pipe through analyze.py and retrospective.py, and optionally record history. The scripts also look for SOUL.md and AGENTS.md (to detect formalized workflows) and read/write a history.json under ~/.openclaw/workspace/skills/weekly-retro. This is within scope for a retrospective tool, but users should be aware the skill will read arbitrary files from the indicated memory and workspace paths.
Install Mechanism
No install spec; the skill is instruction + Python scripts using the standard library only. Nothing is downloaded or installed by the skill itself.
Credentials
The skill declares no required environment variables or credentials. The only file/system access is to local workspace paths (memory files, SOUL.md, AGENTS.md, history.json, vault output). Those permissions are consistent with a log-analysis/retrospective tool.
Persistence & Privilege
The skill is not always-enabled (always:false). It does persist state locally via history.json (expected for longitudinal tracking) and writes retros to a vault path. It does not modify other skills' configs and does not request elevated privileges.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install nai-weekly-retro - After installation, invoke the skill by name or use
/nai-weekly-retro - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Initial release of weekly-retro skill.
- Generates strategic weekly retrospectives from memory logs, focusing on accomplishments, recurring patterns, friction points, and actionable recommendations.
- Modular pipeline: gather, analyze, and report via Python scripts.
- Outputs Obsidian-compatible markdown summaries for vault storage and long-term review.
- Optional history tracking for longitudinal trend analysis.
- Designed for easy cron-based automation and requires only the Python standard library.
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 132 downloads so far.
How do I install Weekly Retro?
Run "/install nai-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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