| name | refill-sprint |
| description | Gemini-native sprint capacity management — auto-pulls tech debt from Future into Active Sprint with 2M+ token grounding |
| capability | skill.refill_sprint |
| node_name | node_skill_refill_sprint_orchestrator |
| dot_color | 208 |
Refill Sprint Skill (Gemini Edition)
Auto-pull high-value tech debt tickets from Future into Active Sprint when capacity allows, leveraging Gemini's massive context window to verify ticket scope and applicability against the current codebase.
Workflow
- Capacity Check: Gemini queries Linear for Active Sprint status and computes weighted capacity based on estimates.
- Candidate Selection: Identifies tech debt candidates from the Future project using priority tiers (suppressions, friction, keywords).
- Scope Verification: Gemini reads each candidate's description and cross-references it with the entire codebase to ensure the referenced files/APIs still exist and the DoD is applicable.
- Pull & Label: Moves verified candidates to Active Sprint, adding the
auto-pulled label and appropriate time-box constraints.
- Notification: Emits
sprint.auto-pull.completed events and sends summaries to organization-wide notification channels.
Gemini Advantages
- Whole-Project Scope Check: Gemini can simultaneously verify hundreds of tech debt tickets against the latest repository states to prune stale items.
- Intelligent Tiering: More accurately identifies "high-impact" tech debt by understanding the architectural significance of the affected modules.
- Accurate DoD Verification: Better at determining if a tech debt fix is still relevant by analyzing recent changes in the referenced implementation.
Arguments
--dry-run: Preview candidates without moving tickets.--threshold: Weighted capacity threshold for triggering a pull.--batch-size: Max tickets to pull per run.
