lcm-dogfood SKILL.md skillA
lcm-dogfood from lossless-claude/lcm is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add lossless-claude/lcm/lcm-dogfood@git:20260926.a53f4dbPins git:20260926.a53f4db in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- lossless-claude/lcm
- Path
.claude/skills/lcm-dogfood/SKILL.md- Versions recorded
- 7
- Latest version
- git:20260926.a53f4db, committed Sep 26, 2026
- First version recorded
- Sep 12, 2026
- Size
- 5,237 bytes
- Repository stars
- 60
- License
- MIT
Exercise a live lcm install (installed plugin, real summarizer, the user's own data) and report a scorecard. Usage: /lcm-dogfood [health|capture|import|compact|sensitive|mcp|integrity].
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
# lcm dogfood Proves what only a live install can: the installed plugin, the configured summarizer and the user's own memory working together. Hook output shapes, daemon-down behaviour and command options stay out of this skill; `test/e2e/` exercises them against an isolated daemon. Run every phase, or only `$0`. The target is the real lcm home (`LCM_HOME`, default `~/.lossless-claude`): - Phases that write memory (`compact`, `sensitive`, `mcp`) touch only the current project, or add and then remove their own entries. A run costs one project's summarization and keeps every existing summary; `--all` and `--restart` stay out of this skill. - `integrity` only reads, across the whole home. - `lcm doctor` (in `health`, and `lcm_doctor` in `mcp`) writes outside the project: it repairs lcm's own setup when it finds it drifted: the hooks and MCP entries in `~/.claude/settings.json`, `~/.claude/lcm.md`, a stale daemon. Each repair prints as a fixed warning; record it in the scorecard as a finding, since a live install that needed one had drifted. …
Read the whole file at its exact version.
How to install
mdr add lossless-claude/lcm/lcm-dogfood@sha256:69b4e26996a0eea6The line at the top of this page pins the label git:20260926.a53f4db, 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_tgim3ienqpxvpueh)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 7 versions of this file, between Sep 12, 2026 and Sep 26, 2026, about one every 2 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260926.a53f4db latest | 2026-09-26 | a53f4db | 5,237 B | A | view · diff |
| git:20260926.5b59343 | 2026-09-26 | 5b59343 | 5,199 B | A | view · diff |
| git:20260926.ad1e8f9 | 2026-09-26 | ad1e8f9 | 4,989 B | A | view · diff |
| git:20260926.a357fe2 | 2026-09-26 | a357fe2 | 4,744 B | A | view · diff |
| git:20260926.4747f47 | 2026-09-26 | 4747f47 | 4,217 B | A | view · diff |
| git:20260920.ad696c9 | 2026-09-20 | ad696c9 | 3,044 B | A | view · diff |
| git:20260912.66fea43 | 2026-09-12 | 66fea43 | 2,990 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 (5237 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
lossless-claude/lcm · 60 stars · license MIT · pushed 2026-11-03 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_tgim3ienqpxvpueh GET https://markdownregistry.com/api/v1/resolve?ref=lossless-claude/lcm/lcm-dogfood GET https://markdownregistry.com/api/v1/blob/69b4e26996a0eea640db8c81eabf26e42c40af2f430bc8ec32fc87f922aaf94a
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.