Agent: programmatically load relevant skills for scratchpad watching + task execution

[AggManik]

Current behavior

• Agent can act on scratchpad/tasks without reliably loading the relevant skills first, causing inconsistent behavior.

Expected behavior

• Whenever the agent (a) watches/reads scratchpad items or (b) works on a task, it should programmatically load the relevant skills for that context before generating output or taking action.

Notes

• Define the skill selection rules (by tags/context/task type) and make it automatic.