Individual skill

observation

MUST use when user says 'survey project', 'scan project', 'check health', 'investigate', 'deep dive', 'what's going on in', 'look into', 'refine code', 'clean up code', 'review changes', 'sharpen', 'audit system', 'full audit', 'show me everything', or when the AI needs to assess project health before planning, review code quality after implementation, or investigate a bug. Also triggers on 'how does this project look', 'what's the status', 'review what I changed', 'check for issues'.

Feature/Observation-System/SKILL.md

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Source commit 57bafc82dac8f038be07370f76353879669fb048

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Matches the observed repository HEAD: Yes
Scanner rules are current: No
Repository scan complete: No
Skill scan complete: No
Observed behavior: Not checked yet
Last checked: Nov 4, 2026

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Repository context

Repository stars (not skill ratings): 381
Repository last updated: Oct 24, 2026
License: MIT

Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.

security Derived category

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README.mddoc · 3,823 bytes
SKILL.mdcore · 24,780 bytes
SKILL.mdcore · 24,780 bytes
SKILL.mdcore · 24,780 bytes

Read excerpt


# Observation System — Tiered Code Awareness
*"See clearly before you act. Act only on what you see."*

## Activation

Four commands, each at a different depth:

| Command | Activation Message | Time |
|---------|-------------------|------|
| **Survey** | `"Scanning project from above..."` | ~30 sec |
| **Investigate** | `"Focusing on [target]..."` | ~5 min |
| **Refine** | `"Reviewing changed code..."` | ~5 min |
| **Audit** | `"Revealing all connections..."` | ~15 min |