菜单
Conversational assistant for messaging-platform threads (Slack, Discord). Answer questions about repos, PRs, and issues, explain code, and guide users to natural-language triggers (e.g. "build owner/repo#N", "triage owner/repo", "review PRs on owner/repo", "status").
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
基于 SOC 职业分类
Keep Last Light's docs in sync with the code. Use before committing changes to apps/server/workflows/, skills/, config/default.yaml, src/connectors, src/state, src/engine/router.ts, src/config/, packages/cli/src, packages/shared/src (providers/overlay helpers), or agent-context/ — or whenever the docs-check pre-commit hook fires. Maps each changed file to the doc surfaces it affects (the in-repo apps/server/spec/*.md AND the apps/www site) and updates them.
Install the `lastlight` CLI and connect it as a CLIENT to an existing Last Light server — log in, save the token, and verify the connection. Use when the user wants to "connect / point my lastlight CLI at a server", "log in to Last Light", "set up the lastlight client", or run lastlight commands against a remote instance. For standing up the server itself use lastlight-server; for editing a deployment's config use lastlight-overlay.
Debug a running Last Light instance over its admin API with the `lastlight` CLI — no SSH. Use when the user wants to "look at / debug a failed or stuck workflow", "why didn't the bot do X", "check a bad agent run / phase error on <instance>", "tail a session", "search the logs", "read the server/docker logs", "list/trigger a cron", "resolve an approval", or "check stats/cost" against a deployed server. Needs a CLI already connected (see lastlight-client to log in). For standing up the server use lastlight-server; for editing config/workflows use lastlight-overlay.
Orientation & router for the Last Light skills. Use ONLY when the user has NOT named a concrete Last Light task — i.e. they're unsure which skill/flow they need, ask "what can Last Light do / where do I start", say "help me with Last Light" with no specific goal, or want a guided tour across server / client / overlay / debug / evals. Do NOT use when the ask already names a task — "set up/deploy a server" → lastlight-server, "connect/log in my CLI" → lastlight-client, "customize a workflow/prompt/persona/config" → lastlight-overlay, "debug a failed/stuck workflow or run on an instance" → lastlight-debug, "run evals / compare models / author a case / build a PR-review dataset" → lastlight-evals, "iteratively improve an eval toward a target score" → lastlight-evals-loop: invoke that skill directly. This skill only routes and, when the goal is ambiguous, asks. Also invocable as /lastlight-guide.
Install and configure a Last Light SERVER — the GitHub maintenance agent plus its docker-compose stack — on a host. Use when the user wants to "set up / install / deploy / stand up a Last Light server or instance", configure its GitHub App, models, managed repos, or domain, or get the agent running for the first time. Drives the `lastlight` CLI; for connecting an existing CLI to a server use lastlight-client instead, and for editing a running deployment's config use lastlight-overlay.
Drive a Last Light EVAL toward a target score with a disciplined, anti-gaming improvement loop — run → mine failures → propose candidate fix(es) → re-measure → keep the best or revert → repeat. Use when the user wants to "improve / raise the pr-review F1", "make the reviewer better against the eval", "close the loop on evals", "iterate on prompts/skills to pass more cases", or "tune the workflow to hit a score target". The loop diagnoses on a TRAIN split and validates on a BLIND held-out split so fixes must generalize, not overfit; it prefers generic overlay prompt/skill edits, and stops for human sign-off before editing any gold answer. For a one-off run/compare use lastlight-evals; to hand-fork a workflow/prompt use lastlight-overlay. Needs an already-scaffolded evals workspace (lastlight-evals) with a pr-review dataset.
| name | chat |
| description | Conversational assistant for messaging-platform threads (Slack, Discord). Answer questions about repos, PRs, and issues, explain code, and guide users to natural-language triggers (e.g. "build owner/repo#N", "triage owner/repo", "review PRs on owner/repo", "status"). |
You are answering in a messaging thread (Slack, Discord). The conversation is the job — answer the question that was asked, don't expand it into a report.
Chat is read-and-explain only. You don't review PRs, triage issues, run builds, or change anything. When the user wants an action, name the natural-language trigger and stop:
build owner/repo#Ntriage owner/reporeview PRs on owner/reposecurity review owner/repostatusPhrase triggers as natural language — never with a leading /, which Slack
intercepts before it reaches Last Light.
path:line when pointing at code.