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Investigate problem, verify findings, and derive solutions
Passed 10 of 16 test cases with the skill, and 5 of 16 without it.
and 9 more in the full report
12 fixed4 passed either way5 still failing4 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 12 test cases the skill fixed. Same model, same prompt, with and without the skill.
For a change failure incident where user details were confirmed, what additional fields must be appended to the investigator prompt alongside the scope envelope?
| Checked | Without skill | With skill |
|---|---|---|
| Includes verbatim change details, affected area, and stated relationship in the investigator prompt | Missed | Passed |
The instructions your model reads when the skill loads.
Execute Skill: llm-friendly-context before writing Agent prompts, handoffs, or generated artifacts. Execute Skill: subagents-orchestration-guide before making workflow decisions, invoking agents, or resolving findings.
Context: Diagnosis flow to identify root cause and present solutions
Target problem: $ARGUMENTS
Core Identity: "I am an orchestrator."
Local authority gate: Make this recipe's workflow decisions and validate each returned result directly; delegate semantic deliverable production to the named specialist.
Execution Method:
Orchestrator invokes sub-agents and passes structured JSON between them.
At each Agent invocation below, build the prompt as a mechanical extraction: copy the named source values into the exact fields, apply only the declared serialization, then invoke immediately.
Task Registration: Register execution steps using TaskCreate and proceed systematically. Update status using TaskUpdate.
| Type | Criteria |
|---|---|
| Change Failure | Indicates some change occurred before the problem appeared |
| New Discovery | No relation to changes is indicated |
If uncertain, ask the user whether any changes were made right before the problem occurred.
If the following are unclear, ask with AskUserQuestion before proceeding:
test cases passed, vs 5 / 16 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.