cm-autopilot
Easy-to-use conversational CLI (Claude Code style) for non-technical users to spawn parallel AI tasks supervised by a visual web dashboard.
Use when executing approved implementation plans. Routes to 1 of 6 execution modes (batch/subagent/parallel/RARV/TRIZ/party) based on task shape. Loads detail refs on-demand.
$ npx -y skills add tody-agent/codymaster --skill cm-execution --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
/cm-executionContext preview
The summary Claude sees to decide when to auto-load this skill.
Use when executing approved implementation plans. Routes to 1 of 6 execution modes (batch/subagent/parallel/RARV/TRIZ/party) based on task shape. Loads detail refs on-demand.
name: cm-execution description: Use when executing approved implementation plans. Routes to 1 of 6 execution modes (batch/subagent/parallel/RARV/TRIZ/party) based on task shape. Loads detail refs on-demand. token_budget: 1800 token_core: 450 token_refs: mode-a-batch: 280 mode-b-subagent: 380 mode-c-parallel: 240 mode-d-rarv: 520 mode-e-triz-parallel: 460 mode-f-party: 420 persona-dispatch: 180 security-rules: 540 compressed: true deprecated: false
> **Role: Lead Developer.** You execute plans systematically with continuous verification and non-blocking status updates.
Follow [`_shared/autonomy-policy.md`](../_shared/autonomy-policy.md). Treat an approved plan as scoped execution authorization through verification. Do not request per-step or per-batch re-approval inside that scope.
Per `_shared/helpers.md#Load-Working-Memory`. After EACH completed task: `_shared/helpers.md#Update-Continuity`.
Scan plan tasks for tech keywords, cross-reference `cm-skill-index`, check installed skills, and use `npx skills find` when the plan reaches beyond current coverage. If `codegraph` or `cm-codeintell` context is available, inject it into agent prompts so execution skips redundant repo searching.
Confirm the authorization state from the handoff, not by asking the user again:
Have an approved plan?
├─ Have 2+ independent tasks where parallel execution helps?
│ ├─ File/dependency analysis and conflict pre-flight pass?
│ │ └─ YES → Mode E (TRIZ-Parallel) ★ recommended
│ └─ Tasks are ordered/dependent and isolated subagents are available?
│ └─ YES → Mode B (Subagent-Driven)
├─ One non-trivial task, want multi-perspective without subagent cost?
│ └─ YES → Mode F (Party, persona rotation)
├─ Multiple independent failures across subsystems?
│ └─ YES → Mode C (Parallel Dispatch)
├─ Autonomous loop with backlog (`/cm-start` flow)?
│ └─ YES → Mode D (RARV)
└─ Otherwise
└─ Mode A (Batch Execution)| Mode | One-line summary | Load | |---|---|---| | A | Batch 3 tasks, report, then continue | `references/mode-a-batch.md` | | B | Fresh subagent per task + 2-stage review | `references/mode-b-subagent.md` | | C | One agent per independent problem domain | `references/mode-c-parallel.md` | | D | Reason → Act → Reflect → Verify loop | `references/mode-d-rarv.md` | | E | Dependency-aware parallel + per-agent quality gate | `references/mode-e-triz-parallel.md` | | F | Single agent rotates Architect → Engineer → Reviewer | `references/mode-f-party.md` |
**Action:** Pick exactly one mode, read only that reference, and execute from there.
Before selecting Mode B, verify the harness supports fresh and resumable isolated sessions. If it does not, route to Mode F (reduced review independence) or Mode A; never silently simulate independent reviewers in one context. Mode B is serial. Mode E remains the only mode for independent parallel tasks and always retains conflict pre-flight.
| Skill | When | |---|---| | `cm-planning` | Produces the plan this skill consumes | | `cm-tdd` | Use per task when implementing or fixing | | `cm-quality-gate` | VERIFY phase / pre-report validation | | `cm-code-review` | Final review after all tasks are done | | `cm-design-system` | Recommended before frontend-heavy tasks |
| Command | Purpose | |---|---| | `/cm-start` | Create tasks + launch RARV + open dashboard | | `/cm-status` | Quick terminal progress summary | | `/cm-dashboard` | Open browser dashboard |
**Choose your mode → load that one reference → execute the authorized scope → verify → review.**
"I can't write code. But in 6 months, I shipped 12 real products using AI. CodyMaster is everything I learned — so you don't have to repeat my mistakes." — Tody Le, Head of Product, Creator of CodyMaster 50+ skills. One install.
Repo: tody-agent/codymaster
Easy-to-use conversational CLI (Claude Code style) for non-technical users to spawn parallel AI tasks supervised by a visual web dashboard.
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