Menu

Individual skill

self-improve

Improve the agent itself, or audit its recent performance - better skills, prompts, workflows, and config, plus a quality/reliability/memory-hygiene review of what it did and what failed

skills/self-improve/SKILL.md

Read pinned source

Source commit 25575a6be3bfab41925964de55654056a2fe0c39

What was checked

Matches the observed repository HEAD
Yes
Scanner rules are current
Yes
Repository scan complete
No
Skill scan complete
No
Observed behavior
Network or broad shell
Last checked
Nov 6, 2026

These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.

Install this skill

Choose an agent in your Stack or copy a command below. Commands fetch the pinned commit and copy only this skill directory. Existing destinations are refused. Copying a command does not install anything.

An install command is unavailable: current rules, complete repository and skill scans, an eligible behavior level and a permitted license are required.

Repository context

Repository stars (not skill ratings)
789
Repository last updated
Nov 7, 2026
License
MIT

Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.

Files and excerpt

File metadata and permitted, redacted excerpts come from the recorded scan. Source links are pinned to that commit.

Browse files
Read excerpt
> **${var}** — Mode selector, optionally with a focus area, as `mode` or `mode:focus`.
> - **empty** or **`improve`** → improve mode: find and fix the highest-impact issue from recent logs, then propose + apply the fix via PR (default).
> - **`improve:<area>`** (or a bare area like `notifications`) → improve mode focused on that specific area (e.g. `heartbeat`, `notifications`, `memory`).
> - **`audit`** → audit mode: review what the agent did, what failed, and what to improve; save a full review and apply safe, obvious fixes directly.
> - **`audit:<area>`** → audit mode focused on that specific area (e.g. `reliability`, `memory`).

## Setup (both modes)

Parse `${var}` into a **mode** and an optional **focus area**:
- Split on the first `:` — the part before is the mode, the part after is the focus.
- If the mode is `audit` → run the **Mode: audit** branch below (focus = optional area to concentrate the review on).
- If the mode is `improve` or empty → run the **Mode: improve** branch below (focus = optional area to fix).
- If the token is neither keyword but non-empty (e.g. `notifications`) → treat it as **improve** mode with the whole `${var}` as the focus area (backward compatibility).

Then: