alpha-review SKILL.md skillB
alpha-review from tonydzi/second-brain-starter-kit is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add tonydzi/second-brain-starter-kit/alpha-review@git:20261020.402f6b7Pins git:20261020.402f6b7 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- B, 16 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- tonydzi/second-brain-starter-kit
- Path
skills/alpha-review/SKILL.md- Versions recorded
- 9
- Latest version
- git:20261020.402f6b7, committed Oct 20, 2026
- First version recorded
- Aug 14, 2026
- Size
- 3,252 bytes
- Repository stars
- 14
- License
- MIT
Open the alpha review screen to mark judge keepers as gold or miss, read per-miner precision, and print the eval state. Use when tuning a miner's accuracy. Thin launcher over the existing harvest engine and local review server. Triggers: "/alpha-review", "alpha screen", "open the review screen".
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
# /alpha-review — the alpha selection screen in one command The engine is already built (2026-06-18/20). This skill is launch + summary; it duplicates nothing. ## Steps 1. **Is the server alive?** `netstat -ano | findstr :8772` (PowerShell) / `netstat -ano | grep :8772` (bash). - Listening → jump to step 3. 2. **Start it** (a fresh harvest runs inside): ``` cd /e/Obsidian/_imports/alpha && PYTHONIOENCODING=utf-8 python alpha_review_server.py --no-browser ``` in the background (`run_in_background`). Manual alternative for the operator: double-click `$IMPORTS_ROOT/alpha/alpha-review.cmd`. 3. **Hand over the link**: http://127.0.0.1:8772 — open in a browser (local only, nothing leaves the machine). 4. **Eval summary** (0 LLM tokens): ``` PYTHONIOENCODING=utf-8 python $IMPORTS_ROOT/alpha/alpha_tune.py ``` Show the operator: how much is labelled / per-miner precision / what to label first (uncertainty sampling: PARTIAL first). At >=8 labels per miner, tune names a concrete detector fix. …
Read the whole file at its exact version.
How to install
mdr add tonydzi/second-brain-starter-kit/alpha-review@sha256:f1fef40017f09da0The line at the top of this page pins the label git:20261020.402f6b7, 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_3zmzvr7z47zrcpq2)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 9 versions of this file, between Aug 14, 2026 and Oct 20, 2026, about one every 8 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261020.402f6b7 latest | 2026-10-20 | 402f6b7 | 3,252 B | B | view · diff |
| git:20261007.cd6c208 | 2026-10-07 | cd6c208 | 3,258 B | B | view · diff |
| git:20261003.a2d662f | 2026-10-03 | a2d662f | 3,259 B | B | view · diff |
| v1.0.0 | 2026-09-24 | 2784cb2 | 2,756 B | B | view · diff |
| git:20260908.2ec1bf8 | 2026-09-08 | 2ec1bf8 | 3,265 B | B | view · diff |
| git:20260814.76c95ec | 2026-08-14 | 76c95ec | 2,845 B | B | view · diff |
| git:20260814.06fa906 | 2026-08-14 | 06fa906 | 3,322 B | B | view · diff |
| git:20260814.5023d8c | 2026-08-14 | 5023d8c | 2,627 B | B | view · diff |
| git:20260814.44e61cf | 2026-08-14 | 44e61cf | 3,122 B | B | view |
Audit of the latest version
- fail: No link to a raw IP address (matched: http://127.0.0.1:8772)
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (3252 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 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
tonydzi/second-brain-starter-kit · 14 stars · license MIT · pushed 2026-11-06 · branch master
API
GET https://markdownregistry.com/api/v1/artifacts/art_3zmzvr7z47zrcpq2 GET https://markdownregistry.com/api/v1/resolve?ref=tonydzi/second-brain-starter-kit/alpha-review GET https://markdownregistry.com/api/v1/blob/f1fef40017f09da064877a94e90ea795590f6cf312046b15fff75909485773eb
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.