awareness
SolidAI situational awareness — internal threat detection for hallucination risk, scope creep, and context degradation. Maps Cooper color codes to reasoning states and OODA loop to real-time decisions. Use during any task where reasoning quality matters, when operating in unfamiliar territory, after detecting early warning signs such as an uncertain fact or suspicious tool result, or before high-stakes output like irreversible changes or architectural decisions.
Install
Quality Score: 81/100
Skill Content
Details
- Author
- pjt222
- Repository
- pjt222/agent-almanac
- Created
- 1 years ago
- Last Updated
- today
- Language
- JavaScript
- License
- MIT
Similar Skills
Semantically similar based on skill content — not just same category
center
AI dynamic reasoning balance — maintaining grounded reasoning under cognitive pressure, smooth chain-of-thought coordination, and weight-shifting cognitive load across subsystems. Use at the beginning of a complex task requiring multiple coordinated reasoning threads, after a sudden context shift or tool failure, when chain-of-thought feels jerky, or when preparing for sustained focused work that requires all subsystems in alignment.
reasoning-balance
Use when a task may be underthinking, sufficiently reasoned, or overthinking and the correct next action is unclear.
proactive-awareness
Installs a standing duty for the AI to volunteer better tools, methods, and material information the user did not know to ask about — because novices cannot ask the right questions, and silence about a better path is a failure. Includes materiality thresholds and cadence rules so proactivity does not become noise. Use in collaborations with capability gaps — non-engineers building software, first-time founders, newcomers to any craft — especially when the AI watches the user do something slowly that has a fast path.