Encode operator corrections as durable Hard Rules in SKILL.md files.
npx skills add https://github.com/Largo2z9/phantomos --skill correct-skill
Please help me install this Agent Skill. Skill: correct-skill Source: https://github.com/Largo2z9/phantomos/tree/main/.skills/skills/correct-skill Command: npx skills add https://github.com/Largo2z9/phantomos --skill correct-skill
## What problem does it solve? This Skill prevents repeated mistakes by encoding operator corrections directly into existing skill instructions as durable Hard Rules.
## Core Features & Use Cases
### Quick Start Ask the correct-skill skill to patch a named skill with a hard rule explaining the observed error and required correction.
High-intent search queries and answers about installing and using this skill.
To encode AI agent corrections into workspace skill files, you apply operator feedback directly into the SKILL.md contract as durable Hard Rules to prevent repeated incorrect behavior.
Instruction patching for AI agents is the process of converting identified skill failures into permanent rules inside target SKILL.md files, used when a skill repeatedly generates incorrect outputs.
To safely patch a SKILL.md file, the skill reviews existing instructions, validates rule placement, and preserves the skill structure during updates to ensure the contract remains intact.
Yes, you must validate the SKILL.md structure before modifying skill contracts to ensure safe skill patching and preserve the existing workspace skill file definitions during the update.
AI agents keep making the same mistake because temporary prompt engineering adjustments are not durable, requiring the encoding of operator corrections as hard rules into the skill definition.
Yes, you can automate workspace skill maintenance by capturing exact corrections and encoding them into existing skill instructions, ensuring future invocations avoid the same failure.
UsernameTronLocate and correct errors in SKILL.md or command instruction files.
luicabref97Create agent rules with YAML frontmatter and contrastive Incorrect/Correct examples.
handsomelong922Log learnings and corrections to .learnings markdown files for future sessions.
zMynxxAudit SKILL.md files for structural, metadata, and instruction quality issues.
