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Plan and run programs using the SAFe x AI-DLC fusion.
Passed 22 of 22 test cases with the skill, and 10 of 22 without it.
and 16 more in the full report
12 fixed10 passed either way0 still failing0 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.
What explicit requirements must be listed under the DoD section in our SAFe x AI-DLC Linear issue template?
| Checked | Without skill | With skill |
|---|---|---|
| Requires code to be merged to the main branch placeholder in the DoD. | Missed | Passed |
| Requires un-masked green gate pass evidence in Linear for DoD signoff. | Missed | Passed |
The instructions your model reads when the skill loads.
📋 TEMPLATE: This skill uses
{{TICKET_PREFIX}}and{{MAIN_BRANCH}}as placeholders. Replace with your project's ticket prefix (e.g.,WOR,PROJ) and base branch (e.g.,dev,main).
Encode the SAFe x AI-DLC fusion so agents structure multi-issue programs consistently: SAFe supplies
the hierarchy and guardrails, AI-DLC supplies the cadence and the human checkpoint. Inside a program
that adopts this fusion, sprints give way to Bolts, because agent teams elaborate, build, and
verify in hours rather than weeks. Adopting the fusion is a per-program choice; the standard sprint
path stays valid, and single isolated tickets route to safe-workflow instead.
Do NOT use it for a single isolated ticket with no program context — use safe-workflow for that.
SAFe gives hierarchy, WSJF, roles, DoD, and dependencies. AI-DLC gives cadence (Bolts) and the
human-in-the-loop. See docs/guides/SAFE-AI-DLC-METHODOLOGY.md for the full rationale.
| SAFe | AI-DLC | Linear |
|---|---|---|
| Portfolio Epic | The Program | Initiative |
| Epic/value stream | Program stream | Sub-initiative, or project priority |
| Feature | Unit of Work | Project |
| PI increment | Bolt | bolt:N label + target date |
| Phase gate | Inception / Construction / Operations | Project Milestone (3 per project) |
| Story/Enabler | Story | Issue |
| Task | Mob task | Sub-issue |
| WSJF/Role/DoD | prioritization / mob role / gate | description + agent:* labels + AC/DoD |
The loop: AI plans → AI asks clarifying questions → HUMAN validates business context → AI
test cases passed, vs 10 / 22 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.