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Get Started Free →Navigation and decision-making framework for autonomous agents.
.claude/skills/majiayu000-agentic-compass/SKILL.md| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-03 | ✗→✓ | ▲ Improved | -49% | 0% |
| case-07 | ✗→✓ | ▲ Improved | -57% | 0% |
| case-08 | ✗→✓ | ▲ Improved | -35% | 0% |
| case-12 | ✗→✓ | ▲ Improved | -62% | 0% |
| case-14 | ✗→✓ | ▲ Improved | -72% | 0% |
Navigation and decision-making framework for autonomous agents.
Helps agents make decisions about:
| Situation | Action | |-----------|--------| | High confidence + Low risk | Execute autonomously | | Low confidence + Low risk | Try, report outcome | | High confidence + High risk | Ask for confirmation | | Low confidence + High risk | Ask before acting |
Use this skill when facing ambiguous situations requiring judgment calls.
Other measured skills in the registry, with their headline benchmark lift.