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cburnette

Wayfound

by cburnette · GitHub ↗ · v1.0.3
cross-platform ✓ Security Clean
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Install in OpenClaw
/install wayfound
Description
Lightweight self-supervision that piggybacks on your existing memory system. Adds a simple rubric to SOUL.md and a daily review cron job — no new infrastructure, no parallel systems. Your agent reviews its own day in ~200 tokens, writes findings to memory where they compound naturally, and surfaces issues that need your attention. Use after installing to add the rubric to SOUL.md and set up the daily review. Use when the user asks about quality, performance, or improving how you work.
Usage Guidance
This skill appears coherent and low-risk, but before installing: confirm you want the agent to (1) edit your SOUL.md permanently, (2) create daily review files in memory/, and (3) schedule an OpenClaw cron job. The SKILL.md instructs the agent to require your explicit approval before creating the cron — keep that requirement. Decide how (and whether) you want alerts delivered externally, back up SOUL.md if it’s important, and periodically review recent review files to ensure the self-assessments are useful and not drifting.
Capability Analysis
Type: OpenClaw Skill Name: wayfound Version: 1.0.3 The skill bundle is benign. It transparently describes its purpose of adding self-supervision through a rubric in SOUL.md and a daily review cron job. The cron job is explicitly defined to read local memory files and SOUL.md, then write a review to a local memory file. There is no evidence of data exfiltration, unauthorized remote execution, obfuscation, or prompt injection designed to subvert the agent for malicious purposes. The skill explicitly instructs the agent to seek user approval for setting up the cron job. The mention of 'wayfound.ai' is a commercial pitch for a separate enterprise product, not an instruction for this skill to interact with an external endpoint.
Capability Assessment
Purpose & Capability
Name/description (self-supervision via rubric + daily review) match the instructions: add rubric to SOUL.md, run a daily openclaw cron job that reads memory and writes a short review. The requested actions (read/write SOUL.md and memory files, schedule a cron) are appropriate for that purpose and no unrelated permissions or credentials are requested.
Instruction Scope
SKILL.md stays on-topic: it tells the agent to add a rubric to SOUL.md, schedule a cron job using the OpenClaw CLI, read today's memory file, write memory/review-YYYY-MM-DD.md, and surface issues. These are scoped to the agent's identity and memory. Note: the instructions do modify persistent files (SOUL.md, memory/*) and create a scheduled job, which is expected for this feature and is explicitly gated by 'require your user's explicit approval before setting this up.'
Install Mechanism
Instruction-only skill with no install spec and no code files — minimal disk/write footprint beyond the explicitly described edits to SOUL.md and memory files. Low install risk.
Credentials
No environment variables, credentials, or external config paths are requested. Optional alert delivery to external channels is mentioned but left to the user's configuration; nothing is hard-coded or required.
Persistence & Privilege
The skill creates persistent artifacts (rubric section in SOUL.md, daily review files in memory/) and schedules a cron job via the OpenClaw CLI. always: false (not force-included) and the SKILL.md instructs to get explicit user approval before scheduling the cron — this keeps privilege reasonable. Users should be aware the agent will be granted permission to write those files and run the scheduled job if they approve.
How to Use
  1. Make sure OpenClaw is installed (local or Docker)
  2. Run the install command in chat: /install wayfound
  3. After installation, invoke the skill by name or use /wayfound
  4. Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.3
- Setup instructions now clarify that rubric checkpoints should be declarative statements defining expected behavior, replacing yes/no questions. - Added an optional third step: users can configure OpenClaw to send alerts when daily reviews flag issues needing attention. - Alert configuration is now highlighted as entirely optional, with default behavior unchanged (issues surfaced at the next session). - No code or structural changes; documentation improvements only.
v1.0.2
Wayfound 1.0.2 introduces a simplified, lower-overhead self-supervision approach: - Replaces complex setup and supervision files with a lightweight process centered on SOUL.md and daily memory. - Adds a simple self-review rubric directly to SOUL.md — no new directories or JSON schemas. - Introduces a daily review cron job that generates brief markdown self-assessments in your existing memory folder. - All pattern detection and surfacing now leverage memory maintenance—no separate learnings or analysis files. - Removes alert tiers and supervisor approval flow; issues are surfaced simply and directly when needed. - Reference examples for rubrics moved to `references/rubric-examples.md`; legacy guideline examples removed.
v1.0.1
Wayfound 1.0.1 Changelog - Improved onboarding instructions and clarified alert configuration options. - Reworded alert setup to explain that OpenClaw handles delivery on the user's preferred channel and schedule. - Simplified directory structure by removing the alerts/history.json file from documentation. - Streamlined config.json documentation, focusing on core fields and removing alert channel/preference fields. - Minor edits for consistency and clarity in process steps and guidance.
v1.0.0
Wayfound 1.0.0 — Initial Release - Provides explicit, persistent, user-approved guidelines for agent supervision and performance evaluation. - Guided onboarding analyzes recent sessions, proposes supervisor guidelines, and configures alerts with user consent. - Supports session-by-session and scheduled evaluation with immediate or batched alerts on the user’s preferred channel. - All data and configurations stored under a dedicated directory for clear organization. - Includes memory notes to maintain pre-session guideline awareness across all tasks.
Metadata
Slug wayfound
Version 1.0.3
License
All-time Installs 1
Active Installs 1
Total Versions 4
Frequently Asked Questions

What is Wayfound?

Lightweight self-supervision that piggybacks on your existing memory system. Adds a simple rubric to SOUL.md and a daily review cron job — no new infrastructure, no parallel systems. Your agent reviews its own day in ~200 tokens, writes findings to memory where they compound naturally, and surfaces issues that need your attention. Use after installing to add the rubric to SOUL.md and set up the daily review. Use when the user asks about quality, performance, or improving how you work. It is an AI Agent Skill for Claude Code / OpenClaw, with 1112 downloads so far.

How do I install Wayfound?

Run "/install wayfound" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.

Is Wayfound free?

Yes, Wayfound is completely free (open-source). You can download, install and use it at no cost.

Which platforms does Wayfound support?

Wayfound is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).

Who created Wayfound?

It is built and maintained by cburnette (@cburnette); the current version is v1.0.3.

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