Implementation Tier

Code implementation, code review, bug fixes, testing, security auditing, merge review, documentation, and log analysis. Mid-range models balancing speed, quality, and cost for the workhorse development tasks.

Maps to ZDP phase: disciplined-implementation.

priority:: 50

synonyms:: implement, build, code, fix, refactor, feature, PR, coding task synonyms:: bug fix, patch, enhancement, migration, scaffold, cargo build synonyms:: code review, spec validation, quality assessment, design review synonyms:: merge, PR review, approve, verdict, merge coordinator synonyms:: test, QA, regression, integration test, cargo test, test failure synonyms:: security audit, vulnerability scan, CVE, cargo audit synonyms:: log analysis, error pattern, incident, observability synonyms:: product development, feature prioritisation, user story synonyms:: documentation, readme, changelog, API docs, technical writing synonyms:: disciplined-implementation

trigger:: code writing, review, testing, and mid-complexity development tasks

Z.AI Coding Plan: GLM-5.2 is the latest model (free via subscription).

Route through pi-rust; opencode integration broken for zai-coding-plan.

route:: zai-coding-plan, zai-coding-plan/glm-5.2 is_free:: true action:: /home/alex/.local/bin/pi-rust --provider zai-coding-plan --model {{ model }} -p "{{ prompt }}"

GLM-5.1 as fallback when 5.2 is unavailable.

route:: zai-coding-plan, zai-coding-plan/glm-5.1 is_free:: true action:: /home/alex/.local/bin/pi-rust --provider zai-coding-plan --model {{ model }} -p "{{ prompt }}"

route:: anthropic, sonnet action:: /home/alex/.local/bin/claude --model {{ model }} -p "{{ prompt }}" --max-turns 50

Kimi K2.7 Coding — latest coding-specialised model via pi-rust.

route:: kimi-for-coding, kimi-k2.7-coding action:: /home/alex/.local/bin/pi-rust --provider kimi-for-coding --model {{ model }} -p "{{ prompt }}"

Kimi K2.5 via pi-rust (fallback).

route:: kimi-for-coding, kimi-k2.5 action:: /home/alex/.local/bin/pi-rust --provider kimi-for-coding --model {{ model }} -p "{{ prompt }}"

GPT-5.5 via pi-rust openai-codex (ChatGPT OAuth subscription).

route:: openai-codex, gpt-5.5 action:: /home/alex/.local/bin/pi-rust --provider openai-codex --model {{ model }} -p "{{ prompt }}"

MiniMax-M3 via pi-rust (subscription plan).

route:: minimax-coding-plan, MiniMax-M3 action:: /home/alex/.local/bin/pi-rust --provider minimax-coding-plan --model {{ model }} -p "{{ prompt }}"

MiniMax-M2.7 as fallback.

route:: minimax-coding-plan, MiniMax-M2.7-highspeed action:: /home/alex/.local/bin/pi-rust --provider minimax-coding-plan --model {{ model }} -p "{{ prompt }}"