implement-improvements SKILL.md skillA

implement-improvements from tobihagemann/turbo is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add tobihagemann/turbo/implement-improvements@git:20261022.181a901

Pins git:20261022.181a901 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
tobihagemann/turbo
Path
codex/skills/implement-improvements/SKILL.md
Versions recorded
16
Latest version
git:20261022.181a901, committed Oct 22, 2026
First version recorded
Aug 8, 2026
Size
13,730 bytes
Repository stars
418
License
MIT

Validate improvements from .turbo/improvements.md, recommend a working set tailored to what's in the backlog, and run one lane: direct fixes, investigation, or planned work. One lane per session. Use when the user asks to "implement improvements", "work on improvements", "address improvements", "process improvement backlog", "tackle improvements", or "implement noted improvements".

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# Implement Improvements

Validate improvements from `.turbo/improvements.md`, propose a specific working set based on the backlog's actual contents, and run one lane per session: direct, investigate, or plan. Mixing lanes in a single run tangles commits, so the skill processes exactly one lane each time. Entries outside the confirmed working set stay in the backlog for future runs.

## Task Tracking

At the start, use `update_plan` to track each step, restating any remaining steps of a parent workflow alongside them:

1. Read the backlog
2. Validate and classify
3. Recommend, confirm, and update the backlog
4. Run the chosen lane
5. Prune working-set entries from the backlog

## Step 1: Read the Backlog

Read `.turbo/improvements.md`, relative to the repo root resolved with `git rev-parse --show-toplevel`, except inside a linked worktree — where `git rev-parse --git-dir` differs from `--git-common-dir` — in which case use the parent of the common dir. If the file does not exist, there are no improvements to implement; stop.

Parse all entries, extracting for each:

- **Summary** (the `###` heading)
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add tobihagemann/turbo/implement-improvements@sha256:a8e189753f363c3e

The line at the top of this page pins the label git:20261022.181a901, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_vlncwyjwlswuqxgw.svg)](https://markdownregistry.com/a/art_vlncwyjwlswuqxgw)

3 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 16 versions of this file, between Aug 8, 2026 and Oct 22, 2026, about one every 5 days.

versioncommittedcommitsizeaudit
git:20261022.181a901 latest2026-10-22 181a901 13,730 BA view · diff
git:20261018.e9270d62026-10-18 e9270d6 12,998 BA view · diff
git:20261017.b6049872026-10-17 b604987 12,945 BA view · diff
git:20261009.160a0fa2026-10-09 160a0fa 12,740 BA view · diff
git:20261006.3c9b19f2026-10-06 3c9b19f 12,356 BA view · diff
git:20261004.4fc97aa2026-10-04 4fc97aa 12,188 BA view · diff
git:20261004.0c74a452026-10-04 0c74a45 11,925 BA view · diff
git:20261002.c5768102026-10-02 c576810 11,068 BA view · diff
git:20260928.5081b4a2026-09-28 5081b4a 10,868 BA view · diff
git:20260913.49d24022026-09-13 49d2402 10,594 BA view · diff
git:20260912.39011532026-09-12 3901153 10,149 BA view · diff
git:20260909.e9195552026-09-09 e919555 9,907 BA view · diff
git:20260902.cb5bb642026-09-02 cb5bb64 9,682 BA view · diff
git:20260828.63634732026-08-28 6363473 9,051 BA view · diff
git:20260817.24aad632026-08-17 24aad63 8,871 BA view · diff
git:20260808.2a63a8d2026-08-08 2a63a8d 8,991 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (13730 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

tobihagemann/turbo · 418 stars · license MIT · pushed 2026-10-23 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_vlncwyjwlswuqxgw
GET https://markdownregistry.com/api/v1/resolve?ref=tobihagemann/turbo/implement-improvements
GET https://markdownregistry.com/api/v1/blob/a8e189753f363c3ebbf166e8af59a1d8904060888e080582d87e5798849837b6

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

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Every file in tobihagemann/turbo

Other files named implement-improvements

implement-improvements SKILL.md skill
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