fnl-session-hygiene SKILL.md skillA

fnl-session-hygiene from finolabs/finolabs-vibecode is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add finolabs/finolabs-vibecode/fnl-session-hygiene@git:20261106.36d8d6b

Pins git:20261106.36d8d6b in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
finolabs/finolabs-vibecode
Path
skills/fnl-session-hygiene/SKILL.md
Versions recorded
5
Latest version
git:20261106.36d8d6b, committed Nov 6, 2026
First version recorded
Nov 5, 2026
Size
12,047 bytes
Repository stars
4
License
MIT

Keep agent sessions healthy across long work. Use when a session's context passes about 60% (advisory, agent judgment), a phase or task changes, a session needs a name or its title is stale, work moves to a fresh session or another writer, the task ends with decisions and evidence to preserve, or the user asks to remember something or recall earlier decisions, lessons or project state.

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

# Session hygiene

## Context pressure

**Advisory (agent judgment):** Talk to the user in the language they are using, including questions and option labels; keep command names, flags, file paths, skill names and other technical names unchanged.

The **host** compacts at its own threshold: a host setting, not this plugin. The skill adds what the host cannot know: which decisions and next action to write back before compaction. The **agent** performs that writeback; it is advisory, not automatically enforced.

An agent cannot see its own context percentage. **About 60% is advisory (agent judgment)**: a point to consider a boundary, not the host's compaction threshold, which is usually later (below); never invent a percentage. At task boundaries, use host-exposed usage if available and judge pressure from the work. The following choices are advisory, enforced by agent judgment:

- At a safe idle boundary, use supported compaction for the same workstream when context pressure warrants it. When the agent cannot compact itself, ask the user to, or propose a fresh session with a handover.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add finolabs/finolabs-vibecode/fnl-session-hygiene@sha256:3f3cc3ec618a005a

The line at the top of this page pins the label git:20261106.36d8d6b, 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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_6pr7spchccibw4xl.svg)](https://markdownregistry.com/a/art_6pr7spchccibw4xl)

0 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 5 versions of this file, between Nov 5, 2026 and Nov 6, 2026, more than one a day.

versioncommittedcommitsizeaudit
git:20261106.36d8d6b latest2026-11-06 36d8d6b 12,047 BA view · diff
git:20261106.52af4db2026-11-06 52af4db 12,080 BA view · diff
git:20261106.ee9f0a82026-11-06 ee9f0a8 11,758 BA view · diff
git:20261105.fa586822026-11-05 fa58682 11,495 BA view · diff
git:20261105.328288e2026-11-05 328288e 11,461 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (12047 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

GitHub

finolabs/finolabs-vibecode · 4 stars · license MIT · pushed 2026-11-06 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_6pr7spchccibw4xl
GET https://markdownregistry.com/api/v1/resolve?ref=finolabs/finolabs-vibecode/fnl-session-hygiene
GET https://markdownregistry.com/api/v1/blob/3f3cc3ec618a005aa6123c2f6d47dba0d4e0371efbee1bb05e930f208e7635ce

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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