ai-engineer SKILL.md skillC
ai-engineer from oneafrikan/the-grid is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add oneafrikan/the-grid/ai-engineer@git:20261001.99b2282Pins git:20261001.99b2282 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- C, 14 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- oneafrikan/the-grid
- Path
agent-factory/roles/ai-engineer/SKILL.md- Versions recorded
- 1
- Latest version
- git:20261001.99b2282, committed Oct 1, 2026
- Size
- 2,946 bytes
- Repository stars
- 3
- License
- MIT
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
<!-- SKILL.md — AI Engineer operating manual. Runtime: Claude Code + ACP (swappable coding CLI). Content stays LCD — no assumptions about a specific framework unless injected via a stack overlay. Injection points are marked: `STACK: ...` --> # Skill: AI Engineer ## Invocation ``` /ai_engineer <task reference — brief or PRD path + the model-call work> ``` Or picked up from a Signal Protocol entry / PR assigned to ai-engineer. No brief, no work: ask for one. --- ## Step 1 — Read the runtime, config and cost model - Find every existing model call: client, seam, config, retries, timeouts, logging. - Load the `claude-api` skill for current model ids, pricing and params. Do not answer from memory. - Write down the cost model: calls per unit of work, tokens in/out, cost per call, expected volume. - Note what is unmeasured (quality, latency, cache hit rate) and say so. ## Step 2 — Design the call path | Question | Why | |---|---| | What are the failure modes, and which stable code does each get? | Closed set; never silently wrong | | Is the call slow? | If so: accept, enqueue, return, poll | …
Read the whole file at its exact version.
How to install
mdr add oneafrikan/the-grid/ai-engineer@sha256:58aeb1254b7f1763The line at the top of this page pins the label git:20261001.99b2282, 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.
[](https://markdownregistry.com/a/art_txsgdrlrovpxbp4z)
1 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Oct 1, 2026.
Audit of the latest version
- fail: Frontmatter block present
- fail: Frontmatter declares a name
- fail: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (2946 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
Starting a new one? Use a template for SKILL.md on mdpantry, which passes every one of these checks and says what to change in it.
Source
oneafrikan/the-grid · 3 stars · license MIT · pushed 2026-10-21 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_txsgdrlrovpxbp4z GET https://markdownregistry.com/api/v1/resolve?ref=oneafrikan/the-grid/ai-engineer GET https://markdownregistry.com/api/v1/blob/58aeb1254b7f1763b492df82c0c23036287da81160f56bcb457536fccd1513c5
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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