AKSoftCode

AKSoftCode/aicrew

Agent

Use when infra files (migrations, Dockerfile, deps, env config) changed.

AKSoftCode/aicrew

Agent

Default: apply on every session. Not opt-in via /lean on.

AKSoftCode/aicrew

Agent

Speculative-context scout: cheap graph-first discovery that emits a fixed SCOUT: schema for a capable main agent to verify and act on.

AKSoftCode/aicrew

Agent

Use when database schema, model files, or migration files are being changed.

AKSoftCode/aicrew

Agent

Use when frontend files (.tsx, .vue, components, routes) are being changed.

AKSoftCode/aicrew

Agent

Four principles for disciplined, goal-driven coding — derived from forrestchang/andrej-karpathy-skills (MIT). Adapted and extended for the aicrew pipeline.

AKSoftCode/aicrew

Agent

Use when performance is an acceptance criterion or a flow is measurably slower.

AKSoftCode/aicrew

Agent

Use when a security review of changed files is needed.

AKSoftCode/aicrew

Agent

Goal: survive usage timeouts and multi-tool parallel work by keeping durable, compact state files outside the chat.

AKSoftCode/aicrew

Agent

Use when implementing code with strict RED→GREEN→REFACTOR enforcement.

AKSoftCode/aicrew

Agent

Default: caveman/lean output style. See /Agents/agents/caveman.md.

AKSoftCode/aicrew

Agent

Use in Phase 5 to audit test pyramid balance, coverage gaps, and test quality.

AKSoftCode/aicrew

Command

Benchmark aicrew skill quality, trigger accuracy, token efficiency, and pipeline timing.

AKSoftCode/aicrew

Command

Generate 3 materially different implementation options with trade-offs before coding.

AKSoftCode/aicrew

Command

Use at session end to save project learnings and produce a commit message.

AKSoftCode/aicrew

Command

Use when starting any development task — bug fix, feature, or refactor.

AKSoftCode/aicrew

Command

Use for a fast bug fix with minimal ceremony (3 questions, TDD, done).

AKSoftCode/aicrew

Command

Generate a compact cross-tool handoff block from current session state.

AKSoftCode/aicrew

Command

Use when auditing the Claude Code / AI harness setup for reliability, cost, and completeness.

AKSoftCode/aicrew

Command

Boost or disable lean mode: terse output plus context-economy reads (default is already lean).

AKSoftCode/aicrew

Command

Alias for /lean off — restore verbose output.

AKSoftCode/aicrew

Command

Scout → Act flow with graph-first discovery, speculative context, and Karpathy guardrails (no full /dev pipeline).

AKSoftCode/aicrew

Command

Set session label for state checkpoints (multi-tool safe).

AKSoftCode/aicrew

Command

Reinforce default terse output (already on by default).