inluck-net

ilk-feedback

Postmortem for the most recent ilk-loop run. Reads the JSONL summary + per-iteration logs (external-first from `~/.ilk-data`, with legacy skill-root fallback), classifies the outcome (12 taxonomy labels incl. shipped-unverified, self-hosting-drift), recommends next-launch params, saves the report under `~/.ilk-data/projects/<key>/runtime/launcher/postmortems/`. Triggers: "/ilk-feedback", "postmortem", "debrief", "what went wrong", "why did ilk stop", "复盘", "ilk 反馈", "ilk 怎么停了", or after a ilk window exits. Works across Cursor, Claude Code, and Codex.

ilk-launcher

Launch / stop / status the ilk-loop runner in a detached window per project. Triggers: "start ilk", "launch ilk", "跑 ilk", "启动 ilk", "ilk 状态", "/ilk-launch", "/ilk-status-all", "/ilk-stop". Works across Cursor, Claude Code, and Codex. Companion to ilk-loop — spawns/observes `run_ilk_loop_claude.ps1`, never drives the loop itself.

ilk-inbox-tickets

Read, triage, and update entries in the cross-project handoffs inbox (~/Documents/handoffs/_inbox.md). Use when the user says "drain the inbox", "plan from inbox", "/ilk-inbox", "check the inbox for plans", or anything that references handoff entries / inbox planning / cross- project drain. Also: resolve project mappings via the inbox-projects registry.

ilk-lark-tickets

Read, triage, and update issue tickets stored in a Feishu (Lark) Bitable. Use when the user asks to triage new tickets, list/update tickets, generate an execution plan from a ticket, link a commit/PR to a ticket, or anything that mentions 飞书工单 / 多维表格 / 工单池 / Feishu tickets. Also: set up / initialize / bootstrap a project's Lark tracker (新建工单池 / 初始化飞书工单) via /ilk-lark-init or natural-language "set up lark tickets here".

ilk-loop

Resume and drive a multi-step execution plan organised as one MASTER plan + several sub-plans, each step recoverable from disk. Use when the user says "/ilk", "resume the loop", "continue the plan", "next step", or refers to files under `docs/plans/MASTER-*.md`. Also use to set up the convention in a new project, add a new sub-plan, or check loop status. Works across Cursor, Claude Code, and Codex.

ilk-runner

Orchestrate ilk-loop launch with watchdog for unattended runs, or show progress status. Delegates launching to ilk-launcher and watching to ilk-watchdog. Triggers: "start ilk with watchdog", "launch supervised ilk", "show ilk status", `/ilk-run`, `/ilk-status`, "跑 ilk 并守着", "看一下 ilk 进度", "auto-resume ilk", "babysit ilk".

ilk-ship

Run the verify → fix → release → deploy sequence for an ilk-loop batch. Phase 0 audits that every shipped sub-plan is proven; Phase 1 selects the gate tier and runs baseline-diff; Phase 2 fixes only attributed regressions; Phase 3 tags the release; Phase 4 installs per host. Use when the user says "/ilk-ship", "ship the batch", "release this batch", or "deploy".

ilk-spec

Elaborate a thin, under-specified task into a detailed-enough design spec — for work where the missing detail is DOMAIN/INDUSTRY knowledge the user can't supply (not facts in their head). Researches conventions, drafts a design, runs an adversarial critique, gets human sign-off, and hands a /ilk-plan-ready spec (with verification-tier tags) to the loop. Triggers: "/ilk-spec", "help me spec this out", "I don't know the details", "flesh this out before planning". Works across Claude Code / Codex / Cursor / Kimi Code.

ilk-upgrade

Pull the latest ilk-skills into the active toolkit clone and make it effective on the current machine. Triggers: "/ilk-upgrade", "upgrade ilk", "update ilk-skills", "升级 ilk", "ilk 更新", "拉取最新", "ilk-upgrade --check", "ilk-upgrade --apply". Works across Cursor, Claude Code, and Codex. Operates on the *toolkit clone* (resolved from the installed skill symlink), never on the cwd project.

ilk-watchdog

Auto-restart ilk-loop when it stops for whitelist-classified reasons (timeout-bound, max-iter-bound, api-flaky, interrupted) and BLOCK with a loud banner for blacklist reasons (stuck-no-progress, api-blocked, budget-exhausted, local-checks-stuck). Runs in a detached desktop window independent of the host agent and ilk itself, polls the ilk PID file every N minutes, and uses ilk-feedback's classification to decide whether to relaunch. Works across Cursor, Claude Code, and Codex. Use when the user says "watchdog ilk", "守着 ilk", "auto-resume ilk", "/ilk-watch", "babysit ilk", "monitor ilk", "restart ilk if it dies", "看着 ilk", "ilk 自动续跑", or wants ilk to keep running unattended overnight.

ilk-self-improve

Plan toolkit improvements from the shared improvement backlog. Reads open candidates emitted by /ilk-feedback, formats a task description, and delegates to /ilk-plan on the ilk-skills repo. The resulting master is auto-gated draft+supervised_only (self-modifying). Triggers: "/ilk-self-improve", "improve ilk", "self-improve ilk", "ilk 自我改进".