The shared rules for ONE pass of a multi-pass PR review — the workspace layout, the finding tiers, what is not a finding, and the one rule that separates a survey pass from a reviewer (the precision gate does not fire on you; over-produce). Use when discharging obligations for one family and appending hypotheses for a…
Test a behaviour claim as an investigator and report whether the evidence confirms or refutes it — CONFIRMED / REFUTED / INCONCLUSIVE with bash-captured evidence. Use when asked to verify a claim, prove a fix works, or check that a PR does what it says.
The skills under skills/ are staged into a sandbox and run autonomously against a target repo — no human is in the loop mid-run. A skill exists to wrangle determinism out of a stochastic agent: the goal is predictability, the agent taking the same process every run (not producing the same output). Everything below…
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…
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 ", "tail a session", "search the logs", "read the server/docker logs", "list/trigger a…
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…
Scaffold, configure and run a Last Light EVALS workspace — the harness that runs Last Light's real workflows against a mocked GitHub and grades them deterministically. Use when the user wants to "set up / scaffold Last Light Evals", "create an evals workspace or instance", "run evals", "compare models", or author new…
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…
Create or customize a Last Light deployment OVERLAY (the private instance/ repo) — scaffold it, then fork built-in workflows, prompts, skills, or the agent persona (agent-context) so a deployment can override them. Use when the user wants to "create a Last Light overlay / instance repo", "customize / fork a workflow"…
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.…