reflect

# Reflect — Brain Routing Correction Recorder

Record routing corrections with confidence scoring. Called by the brain orchestrator when Nathan signals a wrong routing decision. Uses the Claude-Reflect pattern: corrections must occur 3+ times before being promoted to active learnings.

## Input

Receive correction context as args:

```
input="<original request>" routed_to="<wrong skill>" correct_skill="<right skill>" reason="<Nathan's words>"
```

Parse these 4 fields from `$ARGUMENTS`.

## Workflow

### Step 1 — Read Current Learnings

```
para_read({ file: "plugins/para-obsidian/skills/brain/references/learnings.md" })
```

Parse the Raw Correction Log table to find existing entries.

### Step 2 — Check for Existing Pattern

Search the Raw Correction Log for a row where `Routed To` matches `routed_to` AND `Correct Skill` matches `correct_skill` AND the `Input Pattern` is semantically similar to the new input.

- **If match found:** Increment the count for that row. Update the `Input Pattern` to be a generalized pattern if the inputs differ slightly (e.g., "process inbox" and "handle my inbox" → "inbox processing requests").
- **If no match:** Add a new row with count = 1 and today's date.

### Step 3 — Update Raw Correction Log

Use `para_replace_section` to update the "Raw Correction Log" section with the modified table:

```
para_replace_section({
  file: "plugins/para-obsidian/skills/brain/references/learnings.md",
  heading: "Raw Correction Log",
  content: "<updated table with all rows>",
  response_format: "json"
})
```

### Step 4 — Promote to Active Learnings (if count >= 3)

If the updated count reaches 3 or higher, also update the "Active Learnings" section by adding a human-readable routing rule:

```
para_replace_section({
  file: "plugins/para-obsidian/skills/brain/references/learnings.md",
  heading: "Active Learnings (count >= 3)",
  content: "<existing rules>\n- When input matches \"<generalized pattern>\", route to `<correct_skill>` (not `<routed_