From ec5ade77b526f8467b8afc16acff7336d6251543 Mon Sep 17 00:00:00 2001 From: allaun Date: Mon, 22 Jun 2026 15:49:49 -0500 Subject: [PATCH] refactor(agent): break-glass is just a model selection card OpenCode handles provider routing. The skill is a reference card for which model to switch to. Nothing more. DeepSeek V4 Pro: /usr/bin/bash.27/.10 (55x cheaper than Opus) Claude Opus: 5/5 (baseline) --- .opencode/skills/break-glass/SKILL.md | 100 ++++++-------------------- 1 file changed, 20 insertions(+), 80 deletions(-) diff --git a/.opencode/skills/break-glass/SKILL.md b/.opencode/skills/break-glass/SKILL.md index 3b8aa9f6..7a07cbb0 100644 --- a/.opencode/skills/break-glass/SKILL.md +++ b/.opencode/skills/break-glass/SKILL.md @@ -1,90 +1,30 @@ # SKILL: break-glass -## When to Use +## Trigger -Use this skill ONLY when a problem has resisted ALL other approaches: - -1. Local model (current default) — tried and failed -2. Single frontier model — tried and failed -3. Existing skills and tools — tried and failed - -**Trigger:** `break glass: ` +`break glass: ` ## What It Does -Provides model selection guidance based on problem type. Hermes handles the actual model routing. +Tells you which model to switch to. OpenCode handles the routing. -## Model Selection Guide +## Model Selection Card -### Cost Hierarchy (per 1M tokens, input/output) +| Model | $/1M in | $/1M out | Best For | +|-------|---------|----------|----------| +| DeepSeek V4 Flash | $0.07 | $0.28 | Quick checks | +| DeepSeek V4 Pro | $0.27 | $1.10 | Math, code (default) | +| Gemini 3 Flash | $0.075 | $0.30 | Budget diversity | +| Gemini 3.1 Pro | $1.25 | $5.00 | Different perspective | +| Kimi K2.6 | $0.50 | $2.00 | Code | +| Cohere Command A+ | $2.50 | $10.00 | Structured output | +| GLM-5.2 | $1.00 | $4.00 | Different architecture | +| GPT-5.5 | $10.00 | $30.00 | Breadth, ops | +| Claude Opus 4.8 | $15.00 | $75.00 | Formal proof, synthesis | -| Model | Input | Output | Provider | Use When | -|-------|-------|--------|----------|----------| -| **DeepSeek V4 Flash** | $0.07 | $0.28 | DeepSeek | Quick iterations, sanity checks | -| **DeepSeek V4 Pro** | $0.27 | $1.10 | DeepSeek | Math reasoning, code, primary workhorse | -| **Gemini 3 Flash** | $0.075 | $0.30 | Google | Budget panel diversity | -| **Gemini 3.1 Pro** | $1.25 | $5.00 | Google | Different thinking style | -| **Kimi K2.6** | $0.50 | $2.00 | Moonshot | Code, different training | -| **Cohere Command A+** | $2.50 | $10.00 | Cohere | Structured output, tool-use | -| **GLM-5.2** | $1.00 | $4.00 | Zhipu | Architectural diversity (753B) | -| **GPT-5.5** | $10.00 | $30.00 | OpenAI | Breadth, ops knowledge | -| **Claude Opus 4.8** | $15.00 | $75.00 | Anthropic | Formal proof, synthesis | +## Escalation -### Problem Type → Model Recommendation - -| Problem Type | First Try | If Stuck | Last Resort | -|-------------|-----------|----------|-------------| -| **lean_proof** | DeepSeek V4 Pro | + Claude Opus | + GPT-5.5 + Cohere | -| **code_bug** | DeepSeek V4 Pro | + GPT-5.5 | + Claude Opus | -| **architecture** | Claude Opus | + DeepSeek V4 Pro | + GPT-5.5 + Cohere | -| **math_novel** | DeepSeek V4 Pro | + Claude Opus | + Gemini 3.1 Pro | -| **infra_debug** | GPT-5.5 | + DeepSeek V4 Pro | + Claude Opus | -| **hard_wall** | DeepSeek V4 Pro | + Claude Opus + GPT-5.5 | All 8 models | - -### The "All 8 Models" Panel - -For truly stuck problems, switch between all 8 models in sequence: -1. DeepSeek V4 Pro ($0.27/$1.10) — math reasoning -2. Claude Opus ($15/$75) — formal proof, synthesis -3. GPT-5.5 ($10/$30) — breadth, ops -4. Cohere Command A+ ($2.50/$10) — structured output -5. Gemini 3.1 Pro ($1.25/$5) — different perspective -6. GLM-5.2 ($1/$4) — different architecture -7. Kimi K2.6 ($0.50/$2) — code -8. DeepSeek V4 Flash ($0.07/$0.28) — fast iteration - -### Cost-Optimal Strategy - -**Default:** DeepSeek V4 Pro — 55x cheaper than Opus, nearly as good at math/code. - -**Escalation path:** -1. Start with DeepSeek V4 Pro ($0.27/$1.10) -2. If stuck, add Claude Opus for synthesis ($15/$75) -3. If still stuck, add GPT-5.5 for breadth ($10/$30) -4. If truly stuck, use all 8 models sequentially - -**Budget per problem:** -- Routine: $0.10-0.50 (DeepSeek only) -- Stuck: $1.00-3.00 (DeepSeek + Opus) -- Hard wall: $5.00-10.00 (all 8 models) -- Break glass: $15.00+ (all 8 + multiple rounds) - -## How to Use - -``` -break glass: cleanMerge_preservesGap sorry — List.zip/filter/all terms too large for simp -``` - -The agent will: -1. Classify the problem type -2. Recommend which model to switch to -3. Provide context to pass to that model -4. Track cost - -## Files - -| File | Purpose | -|------|---------| -| `.opencode/skills/break-glass/SKILL.md` | This file | -| `6-Documentation/docs/specs/break_glass_problem_statement.md` | Problem statement | -| `6-Documentation/docs/specs/break_glass_mcp_agent.md` | Design spec (historical) | +1. **DeepSeek V4 Pro** — try first ($0.27/$1.10, 55x cheaper than Opus) +2. **Claude Opus** — if DeepSeek stuck ($15/$75) +3. **GPT-5.5** — if Opus stuck ($10/$30) +4. **All 8** — hard wall ($5-10 total)