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Track progress across work sessions using SESSION.md with git checkpoints and concrete next actions. Converts IMPLEMENTATION_PHASES.md into trackable session state with phase status, progress markers, and recovery points.
Passed 18 of 21 test cases with the skill, and 8 of 21 without it.
and 8 more in the full report
11 fixed8 passed either way3 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 11 test cases the skill fixed. Same model, same prompt, with and without the skill.
Draft only the git commit message title line for completing Phase 2 (Database Schema).
| Checked | Without skill | With skill |
|---|---|---|
| Formats the subject line starting with checkpoint: Phase 2 Complete - Database Schema | Missed | Passed |
The instructions your model reads when the skill loads.
Track progress across work sessions using SESSION.md with git checkpoints and concrete next actions.
project-planning generates IMPLEMENTATION_PHASES.mdPhases (IMPLEMENTATION_PHASES.md): Units of WORK (e.g., "Database Schema", "Auth API"). Have verification/exit criteria. May span multiple sessions.
Sessions (SESSION.md): Units of CONTEXT. Complete before clearing/compacting context. Can complete a phase, part of a phase, or multiple small phases.
Example: Phase 3 (Tasks API) → Session 1 (GET/POST) → Session 2 (PATCH/DELETE) → Session 3 (verify) ✅
Starting New Project:
project-planning creates IMPLEMENTATION_PHASES.md, offer: "Create SESSION.md to track progress?"Ending Session:
/wrap-session (updates SESSION.md, creates checkpoint commit, outputs summary)Resuming:
/continue-session (loads context, shows summary, continues from "Next Action")test cases passed, vs 8 / 21 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.