ccs-delegation

CCS Delegation

Delegate deterministic tasks to cost-optimized models via CCS CLI.

Core Concept

Execute tasks via alternative models using:

• Initial delegation: ccs {profile} -p "task"
• Session continuation: ccs {profile}:continue -p "follow-up"

Profile Selection:

• Auto-select from ~/.ccs/config.json via task analysis
• Profiles: glm (cost-optimized), kimi (long-context/reasoning), custom profiles
• Override: --{profile} flag forces specific profile

User Invocation Patterns

Users trigger delegation naturally:

• "use ccs [task]" - Auto-select best profile
• "use ccs --glm [task]" - Force GLM profile
• "use ccs --kimi [task]" - Force Kimi profile
• "use ccs:continue [task]" - Continue last session

Examples:

• "use ccs to fix typos in README.md"
• "use ccs to analyze the entire architecture"
• "use ccs --glm to add unit tests"
• "use ccs:continue to commit the changes"

Agent Response Protocol

For /ccs [task]:

1. Parse override flag

   • Scan task for pattern: --(\w+)
   • If match: profile = match[1], remove flag from task, skip to step 5
   • If no match: continue to step 2

2. Discover profiles

   • Read ~/.ccs/config.json using Read tool
   • Extract Object.keys(config.profiles) → availableProfiles[]
   • If file missing → Error: "CCS not configured. Run: ccs doctor"
   • If empty → Error: "No profiles in config.json"

3. Analyze task requirements

   • Scan task for keywords:
     • /(think|analyze|reason|debug|investigate|evaluate)/i → needsReasoning = true
     • /(architecture|entire|all files|codebase|analyze all)/i → needsLongContext = true
     • /(typo|test|refactor|update|fix)/i → preferCostOptimized = true

4. Select profile

   • For each profile in availableProfiles: classify by name pattern (see Profile Characteristic Inference table)
   • If needsReasoning: filter profiles where reasoning=true → prefer kimi
   • Else if needsLongContext: filter profiles where context=long → prefer kimi
   • Else: filter profiles where cost=low → prefer glm
   • selectedProfile = filteredProfiles[0]
   • If filteredProfiles.length === 0: fallback to glm if exists, else first available
   • If no profiles: Error

5. Enhance prompt

   • If task mentions files: gather context using Read tool
   • Add: file paths, current implementation, expected behavior, success criteria
   • Preserve slash commands at task start (e.g., /cook, /commit)