lfg SKILL.md skillA
lfg from chrislacey89/skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add chrislacey89/skills/lfg@git:20261101.4c4175aPins git:20261101.4c4175a in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- chrislacey89/skills
- Path
lfg/SKILL.md- Versions recorded
- 10
- Latest version
- git:20261101.4c4175a, committed Nov 1, 2026
- First version recorded
- Sep 17, 2026
- Size
- 27,679 bytes
- Repository stars
- 4
- License
- MIT
User-invoked side-route for a proof of concept: short shaping conversation, then AFK to a stamped PR. Auto-sizes a one-off fix to a tiny path. Stops only for a credential, a destructive action, a spend, or a product fork. Not for production features, not for work you intend to keep without a later /pre-merge, not model-invoked.
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
# LFG Take an ask to a demoable proof of concept with one short conversation, then run unattended to a reviewed PR. The output is a **walking skeleton of tracer bullets**, not a prototype. Each slice is thin, production-structured code that runs end to end, proven by one test that also drives the demo path. What a run cuts is *completeness and robustness*, and every cut is filed as an issue. It never cuts structure. That is the Hunt & Thomas distinction between a tracer and a prototype, and it is why the code can later be promoted or discarded by a human decision rather than by accident. Promotion needs judgment from outside the run that built it (Beck's 3X: moving from Explore to Expand is a call someone else makes). ## Invocation Position **Side-route, user-invoked only.** It fires when a human types `/lfg <ask>`; `disable-model-invocation: true` keeps its description out of every other session's context. Use it when a demo window is closing, such as a hackathon or a spike you want to show someone, and the full pipeline's human gates would cost more than the build. **Send it as its own message, not as the first message of a fresh workspace.** …
Read the whole file at its exact version.
How to install
mdr add chrislacey89/skills/lfg@sha256:8d299cf9f9a7db54The line at the top of this page pins the label git:20261101.4c4175a, 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_shfm2yeni2qdswf7)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 10 versions of this file, between Sep 17, 2026 and Nov 1, 2026, about one every 5 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261101.4c4175a latest | 2026-11-01 | 4c4175a | 27,679 B | A | view · diff |
| git:20261026.01775ee | 2026-10-26 | 01775ee | 20,658 B | A | view · diff |
| git:20261024.343f202 | 2026-10-24 | 343f202 | 18,436 B | A | view · diff |
| git:20261021.d548445 | 2026-10-21 | d548445 | 18,128 B | A | view · diff |
| git:20261019.672487d | 2026-10-19 | 672487d | 18,151 B | A | view · diff |
| git:20261018.026d760 | 2026-10-18 | 026d760 | 17,764 B | A | view · diff |
| git:20261018.048391a | 2026-10-18 | 048391a | 17,726 B | A | view · diff |
| git:20260920.af9b19e | 2026-09-20 | af9b19e | 16,577 B | A | view · diff |
| git:20260918.58b0ed0 | 2026-09-18 | 58b0ed0 | 15,201 B | A | view · diff |
| git:20260917.c02313e | 2026-09-17 | c02313e | 14,586 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 (27679 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
chrislacey89/skills · 4 stars · license MIT · pushed 2026-11-02 · branch prod
API
GET https://markdownregistry.com/api/v1/artifacts/art_shfm2yeni2qdswf7 GET https://markdownregistry.com/api/v1/resolve?ref=chrislacey89/skills/lfg GET https://markdownregistry.com/api/v1/blob/8d299cf9f9a7db546d9eaf159787e8989000023fbc6524dbcc6a2cf0aedf6f6b
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.
More from chrislacey89/skills
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