lembas SKILL.md skillA

lembas from justinjdev/fellowship is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add justinjdev/fellowship/lembas@git:20260906.bd1e158

Pins git:20260906.bd1e158 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
justinjdev/fellowship
Path
plugin/skills/lembas/SKILL.md
Versions recorded
6
Latest version
git:20260906.bd1e158, committed Sep 6, 2026
First version recorded
Mar 8, 2026
Size
5,264 bytes
Repository stars
5
License
Apache-2.0

Use between workflow phases or when context feels bloated. Writes a structured checkpoint capturing task, findings, files, state, and next steps, then continues from that summary instead of the full history. Invoke standalone or automatically between quest phases.

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

# Lembas — Intentional Context Compression

## Overview

Compresses the current conversation into a structured summary to keep the context window in the "smart zone." This is the intentional compaction pattern from context engineering — proactively trimming context between phases rather than waiting for overflow.

Reasoning quality degrades as a context window fills — well before it overflows. This skill is the mechanism for staying in the sweet spot by compacting early and often.

## When to Use

- Between phases of the quest workflow (invoked automatically by `/quest`)
- After any stretch of verbose output you would not re-read (build logs, long file reads, exploratory searches, failed-attempt noise) — if in doubt, compact
- Before switching focus within a session
- Standalone via `/lembas`

## Process

### Step 1: Identify Current Phase

Determine what just completed:
- **Research:** Understanding the system, identifying files
- **Plan:** Outlining steps, getting approval
- **Implement:** Writing code, running tests
- **Review:** Adversarial review, conventions, verification, PR
- **Ad hoc:** No formal phase — general work

### Step 2: Extract Essentials
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add justinjdev/fellowship/lembas@sha256:f86190fd85701b7e

The line at the top of this page pins the label git:20260906.bd1e158, 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_34lecss73yq2q2rx.svg)](https://markdownregistry.com/a/art_34lecss73yq2q2rx)

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

Versions

The registry has recorded 6 versions of this file, between Mar 8, 2026 and Sep 6, 2026, about one every 36 days.

versioncommittedcommitsizeaudit
git:20260906.bd1e158 latest2026-09-06 bd1e158 5,264 BA view · diff
git:20260905.a1155e72026-09-05 a1155e7 5,126 BA view · diff
git:20260905.e46ff402026-09-05 e46ff40 4,583 BA view · diff
git:20260905.5809a652026-09-05 5809a65 4,512 BA view · diff
git:20260813.bc16dc62026-08-13 bc16dc6 4,516 BA view · diff
git:20260308.19a4d5d2026-03-08 19a4d5d 4,436 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 (5264 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

justinjdev/fellowship · 5 stars · license Apache-2.0 · pushed 2026-10-03 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_34lecss73yq2q2rx
GET https://markdownregistry.com/api/v1/resolve?ref=justinjdev/fellowship/lembas
GET https://markdownregistry.com/api/v1/blob/f86190fd85701b7ee202aec3a1c03bf0da9d8636e187e4e9ba6c6c91471c366c

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 justinjdev/fellowship

CLAUDE.md@.claude CLAUDE.md file
justinjdev/fellowship · .claude/CLAUDE.md
git:20260308.0199bfc · audit A · 5 stars
openspec-apply-change SKILL.md skill
justinjdev/fellowship · .claude/skills/openspec-apply-change/SKILL.md · Implement tasks from an OpenSpec change. Use when the user wants to start implementing, continue implementation, or…
v1.0 · audit A · 5 stars
openspec-archive-change SKILL.md skill
justinjdev/fellowship · .claude/skills/openspec-archive-change/SKILL.md · Archive a completed change in the experimental workflow. Use when the user wants to finalize and archive a change after…
v1.0 · audit A · 5 stars
openspec-bulk-archive-change SKILL.md skill
justinjdev/fellowship · .claude/skills/openspec-bulk-archive-change/SKILL.md · Archive multiple completed changes at once. Use when archiving several parallel changes.
v1.0 · audit A · 5 stars
openspec-continue-change SKILL.md skill
justinjdev/fellowship · .claude/skills/openspec-continue-change/SKILL.md · Continue working on an OpenSpec change by creating the next artifact. Use when the user wants to progress their change…
v1.0 · audit A · 5 stars
openspec-explore SKILL.md skill
justinjdev/fellowship · .claude/skills/openspec-explore/SKILL.md · Enter explore mode - a thinking partner for exploring ideas, investigating problems, and clarifying requirements. Use…
v1.0 · audit A · 5 stars
openspec-ff-change SKILL.md skill
justinjdev/fellowship · .claude/skills/openspec-ff-change/SKILL.md · Fast-forward through OpenSpec artifact creation. Use when the user wants to quickly create all artifacts needed for…
v1.0 · audit A · 5 stars
openspec-new-change SKILL.md skill
justinjdev/fellowship · .claude/skills/openspec-new-change/SKILL.md · Start a new OpenSpec change using the experimental artifact workflow. Use when the user wants to create a new feature…
v1.0 · audit A · 5 stars
openspec-onboard SKILL.md skill
justinjdev/fellowship · .claude/skills/openspec-onboard/SKILL.md · Guided onboarding for OpenSpec - walk through a complete workflow cycle with narration and real codebase work.
v1.0 · audit A · 5 stars
openspec-sync-specs SKILL.md skill
justinjdev/fellowship · .claude/skills/openspec-sync-specs/SKILL.md · Sync delta specs from a change to main specs. Use when the user wants to update main specs with changes from a delta…
v1.0 · audit A · 5 stars
openspec-verify-change SKILL.md skill
justinjdev/fellowship · .claude/skills/openspec-verify-change/SKILL.md · Verify implementation matches change artifacts. Use when the user wants to validate that implementation is complete…
v1.0 · audit A · 5 stars
CLAUDE.md@plugin CLAUDE.md file
justinjdev/fellowship · plugin/CLAUDE.md
git:20260906.2765be2 · audit A · 5 stars

Every file in justinjdev/fellowship

Browse by kind, by grade A, or by owner.