diff --git a/inbox/flight-plan-chat-fix.org b/inbox/flight-plan-chat-fix.org
deleted file mode 100644
index d540dd3..0000000
--- a/inbox/flight-plan-chat-fix.org
+++ /dev/null
@@ -1,18 +0,0 @@
-* Flight Plan: Fix Chat Skill Parsing
-:PROPERTIES:
-:STATUS: FINISHED
-:END:
-
-** Analyst Phase
-The Chat skill currently tells the LLM to output Org-mode subtrees, but the =org-agent= kernel evaluates LLM output via =read-from-string=. This expects a valid s-expression, specifically a Common Lisp property list (plist) that targets an Emacs actuator with an =:insert-at-end= action. We must explicitly mandate that the LLM wraps its conversational output in this plist.
-
-** Coder Phase
-- [X] Create =inbox/flight-plan-chat-fix.org= (this file).
-- [X] Update =notes/org-skill-chat.org= to instruct the LLM to return exactly: =(:target :emacs :payload (:action :insert-at-end :buffer "*org-agent-chat*" :text "..."))=
-- [X] Fix tangle paths to root-relative =../projects/...=
-
-** Tester Phase
-- [X] Tangle the file via =emacs --batch=.
-- [X] Perform syntax check with SBCL.
-- [X] Verified that =projects/org-skill-chat/src/chat-logic.lisp= is correctly generated and valid.
-- [ ] User to reload skill and test in Emacs.
\ No newline at end of file
diff --git a/inbox/flight-plan-neuro-microkernel.org b/inbox/flight-plan-neuro-microkernel.org
new file mode 100644
index 0000000..296e649
--- /dev/null
+++ b/inbox/flight-plan-neuro-microkernel.org
@@ -0,0 +1,30 @@
+#+TITLE: Flight Plan: Neuro Microkernel Architecture
+#+DATE: 2026-04-07
+#+FILETAGS: :plan:architecture:neuro:microkernel:psf:
+
+* Overview
+Decouple HTTP request logic from the core neuro kernel (`neuro.lisp`) and migrate it into modular, hot-loadable provider skills (`org-skill-provider-*`). This ensures absolute modular sovereignty.
+
+* Phase A: Demand (PRD)
+- Current state: `neuro.lisp` contains HTTP logic for Groq, OpenRouter, and Gemini.
+- Problem: The core kernel is bloated and tightly coupled to external API volatility.
+- Solution: Move HTTP logic to `org-skill-provider-*` modules. The kernel's `ask-neuro` becomes a pure interface.
+
+* Phase C: Success (Quality - Analyst Phase)
+- **TDD Requirement:** Create `projects/org-agent/tests/neuro-test.lisp` containing assertions for the new `ask-neuro` contract.
+- The tests MUST be executed and PROVE failure before any code is modified.
+- Tests will assert that:
+  1. `ask-neuro` fails gracefully when the `*neuro-backends*` registry is empty.
+  2. `ask-neuro` succeeds when a mock provider is registered and correctly delegates the prompt to the mock function.
+
+* Phase D: Build (Engineering - Coder Phase)
+- Strip `execute-openrouter-request`, `execute-groq-request`, and `execute-gemini-request` from `projects/org-agent/docs/README.org`.
+- Draft `notes/org-skill-provider-openrouter.org`.
+- Draft `notes/org-skill-provider-groq.org`.
+- Draft `notes/org-skill-provider-gemini.org`.
+- Tangle updated `README.org` and new skills.
+
+* Phase E: Chaos (Chaos Phase - Final Verification)
+- Hot-load the refactored core and new provider skills.
+- Run `neuro-test.lisp` and PROVE it passes.
+- Inject a complex chat stimulus and monitor `org-agent-repl.log` for successful autonomous execution.
diff --git a/system/flight-plan-chat-ui-fix.org b/system/flight-plan-chat-ui-fix.org
deleted file mode 100644
index b4845c7..0000000
--- a/system/flight-plan-chat-ui-fix.org
+++ /dev/null
@@ -1,23 +0,0 @@
-* Flight Plan: Chat UI Refinement & Preamble Suppression
-:PROPERTIES:
-:STATUS: IN-PROGRESS
-:END:
-
-** Analyst Phase
-The user is seeing the agent's meta-commentary (e.g., "Okay, I've inserted...") and the "Thinking..." status block is not being removed. This is because:
-1. The LLM prompt is not strict enough about forbidding explanations.
-2. The Emacs =:insert-at-end= actuator blindly appends without checking for the previous status message.
-
-** Coder Phase
-- [X] Create =inbox/flight-plan-chat-ui-fix.org= (this file).
-- [ ] Update =projects/org-agent/src/org-agent.el= to replace "Thinking..." lines.
-- [ ] Update =notes/org-skill-chat.org= to suppress conversational preamble.
-- [ ] Tangle and restart.
-
-** Tester Phase
-1. Tangle all modified files.
-2. Restart the daemon.
-3. Reload =org-agent.el= in Emacs.
-4. Test chat and verify:
-   - "Thinking..." is replaced by the response.
-   - No "Okay, I've inserted..." preamble appears.
diff --git a/system/flight-plan-clean-build.org b/system/flight-plan-clean-build.org
deleted file mode 100644
index 82a010f..0000000
--- a/system/flight-plan-clean-build.org
+++ /dev/null
@@ -1,48 +0,0 @@
-#+TITLE: Flight Plan: Verified Clean Build & LLM Test
-#+AUTHOR: Gemini CLI
-#+DATE: 2026-04-01
-#+FILETAGS: :psf:build:qa:
-#+STARTUP: content
-
-* Overview
-This flight plan defines the strict, step-by-step protocol for escaping the Lisp caching trap, properly tangling the literate source, and verifying the live OpenRouter connection. 
-
-*Rule:* The agent MUST check off each step and verify its success output BEFORE proceeding to the next step. No chained commands.
-
-* Phase A: Purge & Verify (The Scientist)
-** DONE 1. Nuke the Lisp Cache
-- Action: Delete =~/.cache/common-lisp/= to destroy all stale =.fasl= binaries.
-- Verification: The directory must not exist.
-- Result: *SUCCESS: Cache purged.*
-
-** DONE 2. Verify Literate Source Syntax
-- Action: Read the =get-embedding= and =execute-openrouter-request= functions in =docs/README.org=.
-- Verification: Ensure there are no unmatched parentheses or syntax errors that would break the Emacs tangling process.
-- Result: *SUCCESS: Syntax verified (no unmatched parentheses found).*
-
-* Phase B: Tangle & Audit (The Coder)
-** TODO 3. Tangle the Literate Source
-- Action: Run =emacs --batch --eval '(require (quote ob-tangle))' --eval '(org-babel-tangle-file "~/memex/projects/org-agent/docs/README.org")'=
-- Verification: The command must exit with code 0 and report that blocks were tangled.
-
-** TODO 4. Audit the Physical Lisp Files
-- Action: Read =src/embedding.lisp= and =src/core.lisp=.
-- Verification: Confirm that the text on disk physically matches the fixes made in =README.org= (e.g., =get-embedding= is correct, =start-daemon= skips whitespace).
-
-* Phase C: Quality Gate (The Tester)
-** TODO 5. Run the Lisp Test Suite
-- Action: Execute =sbcl --non-interactive --eval "(asdf:test-system :org-agent)"=
-- Verification: All 13 cognitive tests must pass. If any fail, STOP and return to Phase A.
-
-** TODO 6. Compile the Sovereign Binary
-- Action: Run the manual =sb-ext:save-lisp-and-die= build script.
-- Verification: The binary is generated without fatal compiler errors.
-
-* Phase D: Live Execution (The Sovereign)
-** TODO 7. Clean Restart
-- Action: Kill all stale =org-agent-server= processes and start the new binary in the background.
-- Verification: The log shows =org-agent Kernel Booted Successfully= and =Daemon Listening=.
-
-** TODO 8. Live Model Discovery Test
-- Action: Send =@agent list models= via Emacs batch script.
-- Verification: The daemon log shows the generated Org-mode table of OpenRouter models.
diff --git a/system/flight-plan-emacs-bridge.org b/system/flight-plan-emacs-bridge.org
deleted file mode 100644
index b1f861e..0000000
--- a/system/flight-plan-emacs-bridge.org
+++ /dev/null
@@ -1,23 +0,0 @@
-* Flight Plan: Emacs OACP Outbound Bridge
-:PROPERTIES:
-:STATUS: IN-PROGRESS
-:END:
-
-** Analyst Phase
-The current =org-agent= kernel is a "one-way" sensory system. It receives stimuli from Emacs via OACP but lacks the physical plumbing to send responses back over the same socket. To fix this, we must:
-1. Modify the kernel (literately) to pass the client TCP stream through the cognitive loop.
-2. Implement the =skill-emacs-bridge= logic to capture this stream and perform framed OACP writes.
-3. Update the =skill-chat= to utilize the new bridge.
-
-** Coder Phase
-- [X] Create =inbox/flight-plan-emacs-bridge.org= (this file).
-- [ ] Update =projects/org-agent/docs/README.org= (Literate Kernel) with the stream-passing hook.
-- [ ] Update =notes/org-skill-emacs-bridge.org= to implement the OACP outbound writer.
-- [ ] Tangle the updated files.
-- [ ] Rebuild the daemon binary.
-
-** Tester Phase
-1. Tangle all modified files.
-2. Restart the daemon.
-3. Run the =test-chat.lisp= script to verify two-way communication.
-4. Verify in Emacs =*org-agent-chat*=.
diff --git a/system/flight-plan-flatten-env.org b/system/flight-plan-flatten-env.org
deleted file mode 100644
index 3802712..0000000
--- a/system/flight-plan-flatten-env.org
+++ /dev/null
@@ -1,41 +0,0 @@
-#+TITLE: Flight Plan: Flatten & Generalize Memex Environment Architecture
-#+AUTHOR: Gemini CLI
-#+DATE: 2026-04-01
-#+FILETAGS: :psf:arch:refactor:generalization:
-#+STARTUP: content
-
-* Overview
-Refactor the =.env.example= and secure local =.env= to remove the legacy PARA structure and replace it with a generalized, anchor-based architecture. Move towards a unified =MEMEX_DIR= foundation while ensuring portability for different users and folder structures.
-
-* Phase A: Analysis (The Scientist)
-:PROPERTIES:
-:STATUS: COMPLETE
-:END:
-** Findings
-- Current =.env= relies on hardcoded absolute paths (=/home/user/memex/...=).
-- Direct removal of PARA variables breaks skills (=org-skill-project-foundry=, etc.).
-- The kernel's =context-resolve-path= already supports =$= expansion but needs to be the standard for all internal path lookups.
-
-* Phase B: Blueprint (The Architect)
-:PROPERTIES:
-:STATUS: PENDING_AUTHORIZATION
-:END:
-** [Coder] Surgical Implementation Tasks
-1. *Generalize .env.example:*
-   - Define =MEMEX_DIR= as the single mandatory anchor.
-   - Use variable references for all sub-directories (e.g., =PROJECTS_DIR="${MEMEX_DIR}/projects"=).
-   - Add documentation explaining how to override these for custom structures.
-2. *Harden Path Resolution (README.org):*
-   - Update =load-all-skills= to use =context-resolve-path= when reading the =SKILLS_DIR= environment variable.
-   - This ensures that if a user sets =SKILLS_DIR="$MEMEX_DIR/notes"=, the Lisp kernel expands it correctly regardless of the OS or username.
-3. *Sync Secure .env (~/.local/share/org-agent/.env):*
-   - Refactor the user's secure file to use this dynamic derivation.
-
-** [Tester] Verification Strategy
-1. *Portability Test:* Temporarily set =MEMEX_DIR=/tmp/memex-test= in the environment and verify that =(org-agent:context-get-skill-source "test")= attempts to read from the correct expanded path.
-2. *Boot Test:* Restart daemon and ensure all skills load via the new expanded paths.
-
-* NEXT Authorization Gate
-** Sovereign, do you approve this Generalized Flattening plan?
-- [ ] APPROVED
-- [ ] REJECTED
diff --git a/system/flight-plan-night-shift-phase-1.org b/system/flight-plan-night-shift-phase-1.org
deleted file mode 100644
index 500711e..0000000
--- a/system/flight-plan-night-shift-phase-1.org
+++ /dev/null
@@ -1,21 +0,0 @@
-* Flight Plan: Night Shift Phase 1 (Neural Infrastructure)
-:PROPERTIES:
-:STATUS: IN-PROGRESS
-:END:
-
-** Analyst Phase
-Identify skeletal LLM provider and auth skills. Ensure they register their backends correctly with the kernel.
-
-** Coder Phase
-- [ ] Implement =org-skill-provider-gemini.org=
-- [ ] Implement =org-skill-provider-openrouter.org=
-- [ ] Implement =org-skill-provider-anthropic.org=
-- [ ] Implement =org-skill-provider-openai.org=
-- [ ] Implement =org-skill-provider-local.org=
-- [ ] Implement =org-skill-auth-api-key.org=
-- [ ] Implement =org-skill-auth-google-oauth.org=
-
-** Tester Phase
-1. Tangle each file.
-2. Load into SBCL and check for package/symbol errors.
-3. Verify registration in kernel backends table.
diff --git a/system/flight-plan-rollback.org b/system/flight-plan-rollback.org
deleted file mode 100644
index 5779ed6..0000000
--- a/system/flight-plan-rollback.org
+++ /dev/null
@@ -1,49 +0,0 @@
-#+TITLE: Flight Plan: Hard Rollback & Verification
-#+AUTHOR: Gemini CLI
-#+DATE: 2026-04-01
-#+FILETAGS: :psf:build:qa:rollback:
-#+STARTUP: content
-
-* Overview
-Break the cycle of chaotic debugging by performing a hard Git rollback to the last known stable state of the `org-agent` repository, surgically applying the verified fixes, and executing the Model Discovery connection test one strict step at a time.
-
-* Phase A: Purge & Reset (The Scientist)
-** TODO 1. Hard Rollback
-- Action: Execute `git reset --hard` and `git clean -fd` in `~/memex/projects/org-agent`.
-- Verification: Directory is clean of untracked files and uncommitted changes.
-
-** TODO 2. Nuke the Lisp Cache
-- Action: Delete `~/.cache/common-lisp/` and `~/.local/share/org-agent/quicklisp/cache/`.
-- Verification: The directories do not exist.
-
-** TODO 3. Verify Environment
-- Action: Read `~/.local/share/org-agent/.env`.
-- Verification: Ensure `OPENROUTER_API_KEY` and `MEMEX_DIR` are correctly set without trailing quotes or comments.
-
-* Phase B: Surgical Implementation (The Coder)
-** TODO 4. Implement Dynamic Model Resolution
-- Action: Surgically update `docs/README.org` to make `execute-openrouter-request` pull the `:LLM_MODEL_OPENROUTER` property.
-
-** TODO 5. Implement Model Discovery API
-- Action: Add `openrouter-get-available-models` to `docs/README.org` and export it in `package.lisp`.
-
-** TODO 6. Implement Model Explorer Skill
-- Action: Update `~/memex/notes/org-skill-model-explorer.org` with the trigger, table builder, and actuator logic. Ensure it is correctly registered.
-
-* Phase C: Tangle & Build (The Tester)
-** TODO 7. Tangle
-- Action: Run `emacs --batch` to regenerate `src/*.lisp` from the `README.org`.
-- Verification: Exit code 0.
-
-** TODO 8. Compile
-- Action: Run a clean compilation script.
-- Verification: The binary is generated successfully.
-
-* Phase D: Live Execution (The Sovereign)
-** TODO 9. Foreground Boot Test
-- Action: Start the `org-agent-server` daemon in the foreground for 10 seconds.
-- Verification: Visually confirm that `org-skill-model-explorer` successfully jails and hot-loads.
-
-** TODO 10. Live Model Discovery Test
-- Action: Send `@agent list models` via an Emacs batch script.
-- Verification: The daemon log shows the generated Org-mode table of OpenRouter models.
\ No newline at end of file
diff --git a/system/flight-plan-shell-actuator.org b/system/flight-plan-shell-actuator.org
deleted file mode 100644
index 9c3b5f0..0000000
--- a/system/flight-plan-shell-actuator.org
+++ /dev/null
@@ -1,17 +0,0 @@
-* Flight Plan: Shell Actuator Implementation
-:PROPERTIES:
-:STATUS: IN-PROGRESS
-:END:
-
-** Analyst Phase
-The Shell Actuator is missing registration, uses the wrong function signature `(action)` instead of `(action context)`, and uses incorrect tangle paths. Additionally, the Chat Agent needs to know how to call the Shell Actuator.
-
-** Coder Phase
-- [X] Create =inbox/flight-plan-shell-actuator.org= (this file).
-- [ ] Update =notes/org-skill-shell-actuator.org= with correct tangle paths, signature, and registration.
-- [ ] Update =notes/org-skill-chat.org= prompt to include an example of calling the shell.
-- [ ] Tangle, clean build, and restart the daemon.
-
-** Tester Phase
-1. Send a chat message asking the agent to run "date" or "ls".
-2. Verify the agent executes it and returns the output to Emacs.
\ No newline at end of file
diff --git a/system/flight-plan-skill-audit.org b/system/flight-plan-skill-audit.org
deleted file mode 100644
index e85c8ef..0000000
--- a/system/flight-plan-skill-audit.org
+++ /dev/null
@@ -1,34 +0,0 @@
-#+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?
diff --git a/system/flight-plan-sovereign-recovery.org b/system/flight-plan-sovereign-recovery.org
deleted file mode 100644
index 9443411..0000000
--- a/system/flight-plan-sovereign-recovery.org
+++ /dev/null
@@ -1,35 +0,0 @@
-#+TITLE: Flight Plan: Sovereign Brain Recovery
-#+AUTHOR: Gemini CLI
-#+DATE: 2026-04-01
-#+FILETAGS: :psf:recovery:build:
-#+STARTUP: content
-
-* Overview
-Rigorous recovery of the =org-agent= kernel after a series of failed build loops.
-
-* Phase A: Purge & Reset (The Scientist)
-** TODO 1. Hard Git Reset
-- Action: =git reset --hard= and =git clean -fd= in =~/memex/projects/org-agent=.
-- Verification: =git status= must be clean.
-
-** TODO 2. Nuke Lisp & Quicklisp Caches
-- Action: Delete =~/.cache/common-lisp/= and =~/.local/share/org-agent/quicklisp/cache/=.
-- Verification: Directories must not exist.
-
-** TODO 3. Verify Secure Environment
-- Action: Check =~/.local/share/org-agent/.env=.
-- Verification: Confirm =MEMEX_DIR= and =OPENROUTER_API_KEY= are correct.
-
-* Phase B: Restoration (The Coder)
-** TODO 4. Restore Literate Source
-- Action: Ensure =docs/README.org= contains the modular kernel logic.
-- Verification: Tangle the file and confirm =src/core.lisp= exists.
-
-* Phase C: Verification (The Tester)
-** TODO 5. Foreground Boot Test
-- Action: Run daemon in foreground.
-- Verification: Confirm "Daemon Listening" and skill jailing.
-
-** TODO 6. Live Handshake
-- Action: =emacs --batch= stimulus test.
-- Verification: Confirm LLM response in log.
diff --git a/system/flight-plan-system-state.org b/system/flight-plan-system-state.org
deleted file mode 100644
index 4f5c369..0000000
--- a/system/flight-plan-system-state.org
+++ /dev/null
@@ -1,18 +0,0 @@
-* Flight Plan: System State and Shell Actuator
-:PROPERTIES:
-:STATUS: IN-PROGRESS
-:END:
-
-** Analyst Phase
-The user has requested an update on the state of the system and a test run to realize where it is failing and what features we were working on.
-We were implementing the Shell Actuator (=org-skill-shell-actuator.org=) to enable the agent to run commands like "date". We ran into connection/daemon-crashing issues and response formatting issues.
-
-** Coder Phase
-- [X] Create =inbox/flight-plan-system-state.org= (this file).
-- [ ] Run tests (=test-shell.lisp= and =prove-shell.el=).
-- [ ] Inspect daemon logs to find the exact failure points.
-
-** Tester Phase
-1. Start the daemon in the background using a robust method.
-2. Run =test-shell.lisp= and =prove-shell.el=.
-3. Review the output and identify the bugs.
\ No newline at end of file
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