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memex/system/plans/flight-plan-skill-audit.org

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#+TITLE: Flight Plan: Kernel API Hardening & Skill Audit
#+AUTHOR: Gemini CLI
#+DATE: 2026-04-02
#+FILETAGS: :psf:arch:refactor:
#+STARTUP: content
* Overview
Resolve the "No results" issue for LLM discovery by fixing package exports in the kernel and auditing the Org-Native skills for missing definitions.
* Phase A: Analysis (The Scientist)
:PROPERTIES:
:STATUS: COMPLETE
:END:
** Findings
- =*PROVIDER-CASCADE*= is used by skills but not exported from the kernel.
- =skill-model-explorer= requires a functional OpenRouter backend, which failed to load.
- Multiple skills (=skill-chat=, =skill-scribe=) have undefined trigger/neuro functions.
* Phase B: Blueprint (The Architect)
:PROPERTIES:
:STATUS: PENDING_AUTHORIZATION
:END:
** [Coder] Surgical Tasks
1. *Harden Kernel Exports:* Update the package definition in =docs/README.org= to export =*PROVIDER-CASCADE*= and ensure =register-neuro-backend= is correctly visible.
2. *Audit Skill Explorer:* Verify =notes/org-skill-model-explorer.org= logic and ensure it uses the correctly exported kernel symbols.
3. *Surgical Skill Fixes:* Audit the skills reporting =READER ERROR= in the logs and restore their missing Lisp blocks from the project's intended architecture.
** [Tester] Verification Strategy
1. *Clean Restart:* Nuke caches, re-tangle, and boot the kernel.
2. *Log Audit:* Confirm 0 =READER ERROR= messages during the boot sequence.
3. *Live Stimulus:* Execute =@agent list models= and verify the table appears.
* NEXT Authorization Gate
Sovereign, do you approve this plan to harden the Kernel API and audit the failing skills?