study SKILL.md skillA
This file is byte-identical to the first copy the registry indexed. Same content hash, so the same checks give both the same grade.
study from boston-harness-group/remote-factory is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add boston-harness-group/remote-factory/study@git:20260817.cdcaa8bPins git:20260817.cdcaa8b in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- boston-harness-group/remote-factory
- Path
skills/study/SKILL.md- Versions recorded
- 5
- Latest version
- git:20260817.cdcaa8b, committed Aug 17, 2026
- First version recorded
- Apr 27, 2026
- Size
- 2,007 bytes
- Repository stars
- 72
- License
- MIT
Analyze the current codebase using Factory's observation engine and code graph. Generates a report covering code quality, eval scores, structural analysis, open issues, backlog items, observability coverage, and improvement opportunities. Use when the user wants to understand the state of their project before making changes.
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
# /factory:study
Analyze the current codebase and generate an observation report with structural graph analysis.
## Prerequisites
```bash
command -v factory >/dev/null 2>&1 || uv tool install "${CLAUDE_PLUGIN_ROOT}"
```
## Execution
```bash
factory graph update "$(pwd)"
factory study "$(pwd)"
```
Check whether a code knowledge graph is available by running `factory graph status "$(pwd)"`.
If the graph is available (status shows node/edge counts), explore the code graph:
```bash
factory graph query "$(pwd)" "<focus from observations>" --depth 2
factory graph explain "$(pwd)" "<key node>"
factory graph path "$(pwd)" "<A>" "<B>"
```
Write graph findings to `.factory/strategy/graph-context.md`, then combine:
```bash
cat .factory/strategy/observations.md .factory/strategy/graph-context.md \
> .factory/strategy/study-combined.md
```
The combined report at `.factory/strategy/study-combined.md` covers:
- **Eval scores** — current composite and per-dimension breakdown
- **Open issues** — from GitHub, if available
- **Backlog items** — pending work from `.factory/strategy/backlog.md`
- **Observability coverage** — logging density and uninstrumented files
…Read the whole file at its exact version.
How to install
mdr add boston-harness-group/remote-factory/study@sha256:06ab375094a42e95The line at the top of this page pins the label git:20260817.cdcaa8b, 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_kxeg5q5i23dachbb)
1 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Apr 27, 2026 and Aug 17, 2026, about one every 28 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260817.cdcaa8b latest | 2026-08-17 | cdcaa8b | 2,007 B | A | view · diff |
| git:20260814.4129ba2 | 2026-08-14 | 4129ba2 | 1,876 B | A | view · diff |
| git:20260428.75648cf | 2026-04-28 | 75648cf | 1,269 B | A | view · diff |
| git:20260427.c7c11d1 | 2026-04-27 | c7c11d1 | 1,147 B | A | view · diff |
| git:20260427.aefe345 | 2026-04-27 | aefe345 | 1,138 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (2007 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
boston-harness-group/remote-factory · 72 stars · license MIT · pushed 2026-10-17 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_kxeg5q5i23dachbb GET https://markdownregistry.com/api/v1/resolve?ref=boston-harness-group/remote-factory/study GET https://markdownregistry.com/api/v1/blob/06ab375094a42e95fd5c15dd82ae3b08494d9e5577528745494912ee341856e6
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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