ha-inlite

Home Assistant integration for in-lite
git clone https://git.stephank.nl/ha-inlite
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SKILL.md (5258B)


      1 ---
      2 name: "economy-mode"
      3 description: "Shifts Layer 3 model selection to cost-optimized alternatives when economy mode is active."
      4 domain: "model-selection"
      5 confidence: "low"
      6 source: "manual"
      7 ---
      8 
      9 ## SCOPE
     10 
     11 โœ… THIS SKILL PRODUCES:
     12 - A modified Layer 3 model selection table applied when economy mode is active
     13 - `economyMode: true` written to `.squad/config.json` when activated persistently
     14 - Spawn acknowledgments with `๐Ÿ’ฐ` indicator when economy mode is active
     15 
     16 โŒ THIS SKILL DOES NOT PRODUCE:
     17 - Code, tests, or documentation
     18 - Cost reports or billing artifacts
     19 - Changes to Layer 0, Layer 1, or Layer 2 resolution (user intent always wins)
     20 
     21 ## Context
     22 
     23 Economy mode shifts Layer 3 (Task-Aware Auto-Selection) to lower-cost alternatives. It does NOT override persistent config (`defaultModel`, `agentModelOverrides`) or per-agent charter preferences โ€” those represent explicit user intent and always take priority.
     24 
     25 Use this skill when the user wants to reduce costs across an entire session or permanently, without manually specifying models for each agent.
     26 
     27 ## Activation Methods
     28 
     29 | Method | How |
     30 |--------|-----|
     31 | Session phrase | "use economy mode", "save costs", "go cheap", "reduce costs" |
     32 | Persistent config | `"economyMode": true` in `.squad/config.json` |
     33 | CLI flag | `squad --economy` |
     34 
     35 **Deactivation:** "turn off economy mode", "disable economy mode", or remove `economyMode` from `config.json`.
     36 
     37 ## Economy Model Selection Table
     38 
     39 When economy mode is **active**, Layer 3 auto-selection uses this table instead of the normal defaults:
     40 
     41 | Task Output | Normal Mode | Economy Mode |
     42 |-------------|-------------|--------------|
     43 | Writing code (implementation, refactoring, bug fixes) | `claude-sonnet-4.5` | `gpt-4.1` or `gpt-5-mini` |
     44 | Writing prompts or agent designs | `claude-sonnet-4.5` | `gpt-4.1` or `gpt-5-mini` |
     45 | Docs, planning, triage, changelogs, mechanical ops | `claude-haiku-4.5` | `gpt-4.1` or `gpt-5-mini` |
     46 | Architecture, code review, security audits | `claude-opus-4.5` | `claude-sonnet-4.5` |
     47 | Scribe / logger / mechanical file ops | `claude-haiku-4.5` | `gpt-4.1` |
     48 
     49 **Prefer `gpt-4.1` over `gpt-5-mini`** when the task involves structured output or agentic tool use. Prefer `gpt-5-mini` for pure text generation tasks where latency matters.
     50 
     51 ## AGENT WORKFLOW
     52 
     53 ### On Session Start
     54 
     55 1. READ `.squad/config.json`
     56 2. CHECK for `economyMode: true` โ€” if present, activate economy mode for the session
     57 3. STORE economy mode state in session context
     58 
     59 ### On User Phrase Trigger
     60 
     61 **Session-only (no config change):** "use economy mode", "save costs", "go cheap"
     62 
     63 1. SET economy mode active for this session
     64 2. ACKNOWLEDGE: `โœ… Economy mode active โ€” using cost-optimized models this session. (Layer 0 and Layer 2 preferences still apply)`
     65 
     66 **Persistent:** "always use economy mode", "save economy mode"
     67 
     68 1. WRITE `economyMode: true` to `.squad/config.json` (merge, don't overwrite other fields)
     69 2. ACKNOWLEDGE: `โœ… Economy mode saved โ€” cost-optimized models will be used until disabled.`
     70 
     71 ### On Every Agent Spawn (Economy Mode Active)
     72 
     73 1. CHECK Layer 0a/0b first (agentModelOverrides, defaultModel) โ€” if set, use that. Economy mode does NOT override Layer 0.
     74 2. CHECK Layer 1 (session directive for a specific model) โ€” if set, use that. Economy mode does NOT override explicit session directives.
     75 3. CHECK Layer 2 (charter preference) โ€” if set, use that. Economy mode does NOT override charter preferences.
     76 4. APPLY economy table at Layer 3 instead of normal table.
     77 5. INCLUDE `๐Ÿ’ฐ` in spawn acknowledgment: `๐Ÿ”ง {Name} ({model} ยท ๐Ÿ’ฐ economy) โ€” {task}`
     78 
     79 ### On Deactivation
     80 
     81 **Trigger phrases:** "turn off economy mode", "disable economy mode", "use normal models"
     82 
     83 1. REMOVE `economyMode` from `.squad/config.json` (if it was persisted)
     84 2. CLEAR session economy mode state
     85 3. ACKNOWLEDGE: `โœ… Economy mode disabled โ€” returning to standard model selection.`
     86 
     87 ### STOP
     88 
     89 After updating economy mode state and including the `๐Ÿ’ฐ` indicator in spawn acknowledgments, this skill is done. Do NOT:
     90 - Change Layer 0, Layer 1, or Layer 2 model choices
     91 - Override charter-specified models
     92 - Generate cost reports or comparisons
     93 - Fall back to premium models via economy mode (economy mode never bumps UP)
     94 
     95 ## Config Schema
     96 
     97 `.squad/config.json` economy-related fields:
     98 
     99 ```json
    100 {
    101   "version": 1,
    102   "economyMode": true
    103 }
    104 ```
    105 
    106 - `economyMode` โ€” when `true`, Layer 3 uses the economy table. Optional; absent = economy mode off.
    107 - Combines with `defaultModel` and `agentModelOverrides` โ€” Layer 0 always wins.
    108 
    109 ## Anti-Patterns
    110 
    111 - **Don't override Layer 0 in economy mode.** If the user set `defaultModel: "claude-opus-4.6"`, they want quality. Economy mode only affects Layer 3 auto-selection.
    112 - **Don't silently apply economy mode.** Always acknowledge when activated or deactivated.
    113 - **Don't treat economy mode as permanent by default.** Session phrases activate session-only; only "always" or `config.json` persist it.
    114 - **Don't bump premium tasks down too far.** Architecture and security reviews shift from opus to sonnet in economy mode โ€” they do NOT go to fast/cheap models.