mukilankarthik/self-awareness

Two Claude Skills for behavioral calibration: self-awareness (conversation) and engineering-discipline (coding/data). Reduce hallucination, verbosity, scope creep, and silent data bugs in Claude Code.

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mukilankarthik/self-awareness

Skill Claude CodeCodex

Behavioral guidelines to reduce common agent coding mistakes — thinking before coding, simplicity, surgical changes, goal-driven execution, and mandatory verification for data/BI work. Adapted from andrej-karpathy-skills (MIT), with a data/BI engineering layer added. Use this skill whenever writing, editing, or…

not rated 3 19d ago A 86 tokens original MIT

self-awareness

02

mukilankarthik/self-awareness

Skill Claude CodeCodex

Behavioral calibration system that helps Claude catch its own failure patterns in real-time. Triggers on EVERY response to run self-checks for verbosity compensation, hallucination risk, missed frustration signals, sycophantic patterns, and constraint violations. Use this skill continuously—it modifies how Claude…

not rated 3 19d ago A 67 tokens original MIT