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{what this skill teaches agents}
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Based on SOC occupation classification
| name | {skill-name} |
| description | {what this skill teaches agents} |
| domain | {e.g., testing, api-design, error-handling} |
| confidence | low|medium|high |
| source | {how this was learned: manual, observed, earned} |
| tools | null |
{When and why this skill applies}
{Specific patterns, conventions, or approaches}
{Code examples or references}
{What to avoid}
Use when coordinating, inspecting, running, or verifying the Project Khepri modernization workflow, Microsoft Agent Framework workflow, GHCP SDK custom-agent registry, increment squad workflow, AgentEvals gates, or app/data/infra/security modernization sequence.
Deterministic workflow for GitHub Copilot modernization agents.
TDD loop for generating SDK-first squads with AgentEvals, evaluators, test data, rubrics, and live-evals.
Use when architecture-affecting code, agent profiles, workflow contracts, hooks, skills, MCP configuration, evals, CI, repository structure, or documentation changes could make Project Khepri docs or Mermaid diagrams stale.
Use this skill when the user corrects an agent, says prior behavior was wrong, asks the agent to remember a preference, or gives steering that should prevent repeat mistakes. Capture a succinct generalized correction in STEERING.md for all Project Khepri agents.
Discovery checklist for scoping modernization before implementation.
