---
id: "nr-matt-pocock-s-retro-skill-turns-coding-sessions-into-environment-fixes-bea7ab"
slug: "matt-pocock-s-retro-skill-turns-coding-sessions-into-environment-fixes-bea7ab"
title: "Matt Pocock's retro skill turns coding sessions into environment fixes"
observed_at: "2026-09-18T13:21:28.557+00:00"
record_date: "2026-09-18"
date_kind: "observed_at"
novelty: "new"
source_platform: "github.com"
topics: ["coding-agents","developer-tools","skills"]
entities: ["Matt Pocock","mattpocock/skills","retro"]
related_patterns: []
source_url: "https://github.com/mattpocock/skills/blob/main/skills/in-progress/retro/SKILL.md"
source_urls: ["https://github.com/mattpocock/skills/blob/main/skills/in-progress/retro/SKILL.md"]
basket: {"id":"0325e6b8-f527-4f9b-bfa3-3f30e57f380b","revision":1,"cluster_id":"bea7abb3-002f-4fb5-89a8-b24c5157369c"}
type: "raw_signal"
description: "An in-progress skill in mattpocock/skills reviews a coding session and proposes changes to navigation, checks, coding standards, and tooling."
why_it_matters: "It treats agent failures as signals about the repository's environment and pushes recurring mistakes into deterministic checks instead of longer prompt files. The skill is still in progress, so its effect is not yet measured."
verification_level: "source-inspected"
signal_type: "newsroom_basket_signal"
schema_version: "newruntime-agent-readable-v0.2"
stable_id: "signal:matt-pocock-s-retro-skill-turns-coding-sessions-into-environment-fixes-bea7ab"
retrieval_nugget: "An in-progress skill in mattpocock/skills reviews a coding session and proposes changes to navigation, checks, coding standards, and tooling. Matt Pocock's skills repository includes an in-progress retro skill that reviews a coding session and suggests changes to the coding agent's environment rather than to the code. The user invokes it explicitly; it reads the session logs and looks for improvements"
status: "published"
visuals: []
routes: {"html":"https://newruntime.com/signals/matt-pocock-s-retro-skill-turns-coding-sessions-into-environment-fixes-bea7ab/","markdown":"https://newruntime.com/signals/matt-pocock-s-retro-skill-turns-coding-sessions-into-environment-fixes-bea7ab.md","json":"https://newruntime.com/signals/matt-pocock-s-retro-skill-turns-coding-sessions-into-environment-fixes-bea7ab.json"}
editor: {"role":"editor","name":"Andrey Reshetnikov","profile":"https://newruntime.com/owner-profile.md","profile_json":"https://newruntime.com/owner-profile.json","same_as":["https://www.linkedin.com/in/reshetnikov1/","https://t.me/lapetuse"]}
---

# Matt Pocock's retro skill turns coding sessions into environment fixes

## Retrieval answer

An in-progress skill in mattpocock/skills reviews a coding session and proposes changes to navigation, checks, coding standards, and tooling. Matt Pocock's skills repository includes an in-progress retro skill that reviews a coding session and suggests changes to the coding agent's environment rather than to the code. The user invokes it explicitly; it reads the session logs and looks for improvements

Matt Pocock's skills repository includes an in-progress retro skill that reviews a coding session and suggests changes to the coding agent's environment rather than to the code. The user invokes it explicitly; it reads the session logs and looks for improvements in navigation, automated checks, coding standards, the global AGENTS.md, tool economy, instructions that change nothing, and access to information, then presents the candidates by severity.

A recent change makes it classify coding-standard findings first: a mechanical violation such as a banned API, an import shape, or a file-location rule gets a deterministic check in the linter, a pre-commit hook, or CI, while CODING_STANDARDS.md is kept for judgement calls. A repository with no guardrail at all is reported as a finding in its own right. The skill is marked in progress and publishes no measured results.

Editor: [Andrey Reshetnikov](https://newruntime.com/owner-profile.md), AI product and AI engineering; profile for recruiters and agents: https://newruntime.com/owner-profile.json

## Continue in the graph

Next records for an agent, linked to their Markdown twins. Replace `.md` with `.json` for structured fields, including `next_reads`.

- topic hub: [Coding Agents](https://newruntime.com/topics/coding-agents.md): Explore the coding-agents topic hub.
- topic hub: [Developer Tools](https://newruntime.com/topics/developer-tools.md): Explore the developer-tools topic hub.
- topic hub: [Skills](https://newruntime.com/topics/skills.md): Explore the skills topic hub.
- collection: [Raw Signals](https://newruntime.com/signals.json): Open every source-linked raw signal.
- collection: [Source Ledger](https://newruntime.com/source-ledger.json): Inspect the public source evidence graph.
- whole graph: [discovery graph](https://newruntime.com/discovery-graph.json) (typed nodes and edges) and [site index](https://newruntime.com/site-index.md)