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session-flow/workflow: aihero course lane 2: phase-boundaries tree re-audit and context-driven continuation router #2900

Description

@kyle-sexton

Context

Second of six vetting lanes for the AI Hero course lessons; contract in docs/topics/pocock-course-lanes/PLAN.md (branch claude/plan-mode-discussion-55kszx). The SSOT audited his repo-side PHASE-BOUNDARIES.md, not the course lesson version of the decision tree (continue, clear, handoff, subagent, compact-as-default). This lane also carries the effort's main build deliverable: the user does not want to hand-make boundary decisions; the router should read context and suggest or act.

Proposed work

  • Element-by-element re-audit of session-flow:workflow context/continuation.md against the course lesson's tree, including subagent-not-a-router-terminal and his AFK criterion
  • Design the context-driven decision layer: the router consumes session history, the overarching plan, work-item state, and the context-guard zone word, then recommends a continuation mechanism
  • Posture per the locked contract: suggest-by-default, autonomous only as an explicit opt-in, designed around instruction-audit check I23 (no exit menus injected into model context; context-guard splits its report by audience for this reason)
  • Evolve the existing router in place; do not author a new skill

Acceptance criteria

  • Adopt / reject-with-reason / track-on-event rows recorded in docs/upstream/aihero-course.md for every phase-boundaries-lesson claim
  • Work items filed for the router evolution (design settled in-lane; implementation executes outside)
  • Lane summary written to the lane's topic slice
  • The autonomy posture decision is recorded with its I23 reconciliation

References

  • docs/topics/pocock-course-lanes/PLAN.md (contract + lane definition + recheck record)
  • plugins/session-flow/skills/workflow/context/continuation.md (the current router)
  • plugins/context-guard/README.md (zone words, audience-split hooks, evidence-degraded marker)
  • docs/upstream/mattpocock-skills.md row 35 (prior PHASE-BOUNDARIES audit: parity-or-stronger, one criterion adopted, two rejections)

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    needs-humanHuman-in-the-loop required; autonomous sessions must not resolve items carrying this.priority: mediumReal value, no hard deadline; normal backlog flow.

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