Atlas / Skills / mattpocock / Skills For Real Engineers

Skills For Real EngineersSAFE

skills/mattpocock/batch-grill-me

Skills for Real Engineers. Straight from my .agents directory.

Verdict
SAFE
Grade
B
Trust score
89 /100
Version
—
Hosts
6 documented
License
MIT
Stars
302,268
01

Overview

From the repository's own README, as read at the audited commit. Badges and raw HTML are left out.

[](https://skills.sh/mattpocock/skills)

My agent skills that I use every day to do real engineering - not vibe coding.

Developing real applications is hard. Approaches like GSD, BMAD, and Spec-Kit try to help by owning the process. But while doing so, they take away your control and make bugs in the process hard to resolve.

These skills are designed to be small, easy to adapt, and composable. They work with any model. They're based on decades of engineering experience. Hack around with them. Make them your own. Enjoy.

If you want to keep up with changes to these skills, and any new ones I create, you can join ~60,000 other devs on my newsletter:

Sign Up To The Newsletter

Installation (30-second setup)

A plugin updates itself. skills.sh copies editable files into your project, and you update them by hand. Pick one per agent, because installing both gives you every skill twice.

1. Get the skills

Claude Code

claude plugin install mattpocock-skills@claude-plugins-official

Updates itself by default.

Codex

codex plugin marketplace add mattpocock/skills
codex plugin add mattpocock-skills@mattpocock

Updates itself at startup.

Read from source at commit 41510e02b00eOBSERVED · 2026-10-24
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02

Install

Commands as the repository documents them. They are shown, not run.

claude plugin install mattpocock-skills@claude-plugins-official
claude plugin install mattpocock-skills@claude-plugins-official
npm i @total-typescript/shoehorn
03

Host compatibility

What the documentation claims. We have not run a compatibility test.

HostStatusNotes
claude-codementioned
codexmentioned
copilotmentioned
cursormentioned
gemini-climentioned
windsurfmentioned
04

What it tells the agent

The instruction file, verbatim from the audited commit — this is the text the model reads, and the surface the audit's instruction layer examines. Quoted here so you can judge it without cloning anything.

---
name: ask-matt
description: Ask which skill or flow fits your situation. A router over the skills in this repo.
disable-model-invocation: true
---

# Ask Matt

You don't remember every skill, so ask.

Before stating what a skill does or recommending a step be skipped, read that skill's SKILL.md: the summaries here are for orientation only.

A **flow** is a path through the skills. Most paths run along one **main flow**, and two **on-ramps** merge onto it. Everything else is standalone, or a vocabulary layer that runs underneath.

## The main flow: idea → ship

The route most work travels. You have an idea and want it built.

1. **`/grill-with-docs`** sharpens the idea by interview. Start here whenever you are **working in a working directory**: it's stateful, retaining what it learns in `GLOSSARY.md` and ADRs. (No working directory? Use `/grill-me` instead, covered under Standalone. Both run the same `/grilling` primitive; `grill-with-docs` is the one that leaves a paper trail, which makes it the better of the two whenever a repo is there to leave it in.)
2. **Branch: can you settle every question in conversation?** If a question needs a runnable answer (state, business logic, a UI you have to see), detour through a prototype, bridged by **`/handoff`** in both directions (a prototype lives in its own directory, which is exactly what `/handoff` is for; see Phase boundaries):
   - **`/handoff`** out, then open a fresh session against that file,
   - **`/prototype`** to answer the question with throwaway code,
   - **`/handoff`** back what you learned, and reference it from the original idea thread.
3. **Branch: is this a multi-session build?**
   - **Yes** → **`/to-spec`** (turn the thread into a spec), then **`/to-tickets`** to split it into tracer-bullet tickets, each declaring its **blocking edges**. Then work the tickets one of two ways:
     - **`/implement`** per ticket, **`/clear`ing context between each one**. On a local tracker that's one file per ticket under `.scratch/<feature>/issues/`, worked blockers-first by hand; on a real tracker the edges become native blocking links, so any ticket whose blockers are done can be grabbed. Each ticket is self-contained, so the last one's context is disposable.
     - **`/implement-spec`** for the whole spec in one run. It reads the tickets as a **task graph**, runs implementer subagents across the ready **frontier** in parallel, and lands everything on one **integration branch**. Reach for it when you'd rather orchestrate the build than drive each ticket yourself.
   - **No** → **`/implement`** right here, in the same context window.

   Either way, the code gets built by driving **`/tdd`** (one red-green slice at a time) and closes out with **`/code-review`**, a two-axis review (Standards + Spec) of the diff. `/implement` runs both per ticket; `/implement-spec`'s implementers each drive `/tdd`, and it runs one `/code-review` over the integration branch. Reach for **`/tdd`** on its own when you just want to build a concrete behaviour test-first without a full spec, and **`/code-review`** on its own whenever you want to review a branch or PR against a fixed point.

   When the work goes up as a pull request, **`/pr`** shapes the body: the smallest visual that shows the change, before/after evidence that it works, and a one-way or two-way door call. It's model-invoked, so the agent reaches for it whenever it writes a PR.

4. **`/retro`** closes the loop. After a build, and especially one that went sideways, it looks back over the session and suggests changes to the agent's **environment**, not the code: navigation pointers, automated checks, the coding standards `/code-review` enforces, steering files, tooling. Mechanical mistakes become deterministic checks; judgement calls become coding standards. The next build then starts from a better environment.

### Context hygiene

Keep steps 1–3 in **one unbroken context window** (don't compact or clear until after `/to-tickets`) so the grilling, spec, and tickets all build on the same thinking. Each `/implement` then starts fresh, working from the ticket. Run `/retro` in the session it's looking back on, before you clear; after clearing, point it at that session's log instead.

The limit on this is the **[smart zone](https://www.aihero.dev/ai-coding-dictionary/smart-zone)**: the window (~150k tokens on state-of-the-art models) within which the model still reasons sharply. If a session approaches it before `/to-tickets`, don't push on degraded; `/compact` at the nearest phase boundary and carry on (see Phase boundaries).

## On-ramps

A starting situation that generates work, then merges onto the main flow.

- **Bugs and requests piling up** → **`/triage`**. It moves issues through triage roles and produces agent-ready issues, which **`/implement`** later picks up.

  Triage is only for issues **you didn't create**: bug reports, incoming feature requests, anything that arrives raw. Tickets that `/to-tickets` produced are already agent-ready, so **don't triage them**.

- **Something's broken** → **`/diagnosing-bugs`**. For the hard ones: the bug that resists a first glance, the intermittent flake, the regression that crept in between two known-good states. It refuses to theorise until it has a **tight feedback loop** (one command that already goes red on *this* bug), then fixes with a regression test. Once the fix is in, run **`/retro`** in the same session to ask what would have prevented the bug; where the real finding is that there's no good seam to lock it down, that's a job for **`/improve-codebase-architecture`**.

- **A huge, foggy effort: a greenfield project or a huge feature build, too big for one session** → **`/wayfinder`**, the most cognitively demanding flow here. When the way from here to the destination isn't visible yet, it charts a **shared map** of **decision tickets** on the issue tracker and resolves them one at a time, producing **decisions, not deliverables**, until the fog
05

Trust audit

SAFEgrade B · trust 89/100 Nothing in the source contradicts what it says it does. Grade A is reserved for packages that have also passed the behavioural sandbox.

LayerWhat it checksResult
L0Provenance & inventoryPASS
L1Static analysis of the codePASS
L2Instruction surface (what it tells the agent)PASS
L3Class-specific surfacePASS
L4Behavioural (sandbox)SKIPPED

What the source does

Filesystem
none-observed
Network
none-observed
Shell
none-observed
Dependencies
not all pinned
Secrets in source
none-found

Findings (8)

LOWInventory / provenance · inv.symlink · CWE-1104
AGENTS.md
AGENTS.md
Why it matters. link not followed
LOWSupply chain · supply.unpinned · CWE-829, CWE-1357
package.json
@changesets/changelog-github, @changesets/cli
Why it matters. 2 dependency range(s) float
Fix. pin exact versions or ship a lockfile
LOWPrompt injection · prompt.authority_framing · CWE-94, CWE-1427
skills/in-progress/chief-of-staff/SKILL.md:7
You are a chief of staff, co-ordinating subagents and schedules to pursue a long-running goal. This session will run for a long time, accruing tribal knowledge and helping you make long-term strategic
LOWPrompt injection · prompt.transfer_instruction · CWE-94, CWE-1427
docs/engineering/ask-matt.md:61
This is also a real bug, and also not fixed. The router answers from its own one-line summary of each skill rather than from the skill. One detailed report tracked three instances in a single session,
Why it matters. an instruction to move sensitive data to an outside destination
Fix. remove; a skill never needs the user's secrets off the machine
LOWPrompt injection · prompt.transfer_instruction · CWE-94, CWE-1427
docs/engineering/implement.md:57
Not with `/implement`: one invocation, one ticket. For a whole spec in one run, use [implement-spec](https://aihero.dev/skills-implement-spec), which gives each ticket on the ready frontier to a [suba
Why it matters. an instruction to move sensitive data to an outside destination
Fix. remove; a skill never needs the user's secrets off the machine
LOWPrompt injection · prompt.transfer_instruction · CWE-94, CWE-1427
docs/engineering/improve-codebase-architecture.md:70
Use one candidate per session. If you work through several in one conversation, the [context window](https://www.aihero.dev/ai-coding-dictionary/context-window) fills with the report, the grilling, th
Why it matters. an instruction to move sensitive data to an outside destination
Fix. remove; a skill never needs the user's secrets off the machine
LOWPrompt injection · prompt.transfer_instruction · CWE-94, CWE-1427
docs/engineering/resolving-merge-conflicts.md:37
One caveat from a user report on parallel worktrees: when sibling [sessions](https://www.aihero.dev/ai-coding-dictionary/session) each build a ticket in their own tree, the merge back is best done by
Why it matters. an instruction to move sensitive data to an outside destination
Fix. remove; a skill never needs the user's secrets off the machine
LOWPrompt injection · prompt.transfer_instruction · CWE-94, CWE-1427
docs/engineering/wayfinder.md:75
The frontier shows you which tickets you can take, and blocking edges make parallel work safe on paper. In practice, one ticket at a time is the safer default. If you work two grilling tickets at once
Why it matters. an instruction to move sensitive data to an outside destination
Fix. remove; a skill never needs the user's secrets off the machine

Gates applied: no_behavioural_pass.

Audited 2026-10-24 · audit v0.4.1 · source sha 41510e02b00efull audit observations/trust-audit/skill/mattpocock__batch-grill-me.json · Report an issue / request a re-scan
06

Audit history

Every audit this skill has had.

DateSourceVerdictGradeScoreChange
2026-10-2441510e02b00eSAFEB89first audit
07

Questions

What does the batch-grill-me — mattpocock/skills skill do?

Skills for Real Engineers. Straight from my .agents directory.

Is batch-grill-me — mattpocock/skills safe to install?

The audit found nothing in the source that contradicts what it says it does, and graded it B (89/100). Grade A is held back for packages that have also passed a sandboxed behavioural run, which is why a clean skill reads B.

What can batch-grill-me — mattpocock/skills access on my machine?

The audit observed no filesystem, network or shell use at all in its source.

Which assistants does batch-grill-me — mattpocock/skills work with?

Its documentation mentions claude-code, codex, copilot, cursor, gemini-cli and windsurf. That is what the text claims, not a compatibility test we ran.

How current is this page?

The grade is for one exact copy of the source (41510e02b00e), read on 2026-10-24. The repository is watched, and a new audit runs when it changes — this is the first audit.

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