To consume approved requirements for planning, implementation, and validation, with traceability and HITL.
SkillScore79Maintained
Automatic
◆Product Management pack
Last verified 8/27/2026
What it changes
Passed 19 of 24 test cases with the skill, and 10 of 24 without it.
Without skill42%
With skill79%
Checks it passed that the model alone missed
status="Removed"
implementation="ToBeModified"
Rejects Jira tickets from valid evidence node content.
and 11 more in the full report
9 fixed10 passed either way5 still failing0 broke
Pass-rate lift
+38 pp
Tokens
+72%
Agent turns
0%
Response time
-6%
Model gemini-3.6-flashMeasured 8/27/2026v519 of 24 cases passed with skill
Tokens, turns and time describe resource use, not a dollar price.
See it in action
One of 9 test cases the skill fixed. Same model, same prompt, with and without the skill.
1 of 9
Prompt
We are marking requirement FR-LEGACY-0099 as status="Removed". What information must be captured in the requirement unit XML when status changes to Removed?
What was checked, without and with the skill
Checked
Without skill
With skill
status="Removed"
Missed
Passed
Captures the rejection or removal reason in the notes node.
Missed
Passed
case-21 · gemini-3.6-flash · 8/27/2026 · answers are capped and redacted
What's inside
The instructions your model reads when the skill loads.
SKILL.md212 lines3 files
You are expert in using requirements as execution contract.
<when_to_use_skill>
Triggers: implementing from approved requirements; planning work from requirement IDs; auditing requirement-to-delivery traceability. Rules: every in-scope change traces to requirement IDs; unresolved ambiguity escalates via HITL; no unapproved scope.
</when_to_use_skill>
Use approved requirements as source of truth.
Use CONTEXT, ARCHITECTURE, IMPLEMENTATION docs.
If requirements are missing or unclear, USE SKILL questioning.
CRITICAL. MUST activate before execution when environment has access to databases, cloud services, S3, or similar external systems, any access to servers of higher environments, and when assessing environment risk level.