filesystem-context SKILL.md skillA

filesystem-context from docxology/template is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add docxology/template/filesystem-context@git:20260713.397aa15

Pins git:20260713.397aa15 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
docxology/template
Path
.agents/skills/filesystem-context/SKILL.md
Versions recorded
1
Latest version
git:20260713.397aa15, committed Jul 13, 2026
Size
16,104 bytes
Repository stars
20
License
Apache-2.0

This skill should be used when agent work needs file-backed context: durable scratchpads, tool-output offloading, just-in-time discovery, cross-agent handoff files, filesystem memory, or cleanup policies for context stored outside the prompt.

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

# Filesystem-Based Context Engineering

Use the filesystem as the primary overflow layer for agent context because context windows are limited while tasks often require more information than fits in a single window. Files let agents store, retrieve, and update an effectively unlimited amount of context through a single interface.

Prefer dynamic context discovery -- pulling relevant context on demand -- over static inclusion, because static context consumes tokens regardless of relevance and crowds out space for task-specific information.

## When to Activate

Activate this skill when:
- Tool outputs are bloating the context window
- Agents need to persist state across long trajectories
- Sub-agents must share information without direct message passing
- Tasks require more context than fits in the window
- Building agents that learn and update their own instructions
- Implementing scratch pads for intermediate results
- Terminal outputs or logs need to be accessible to agents

Do not activate this skill for adjacent work owned by other skills:
- Semantic cross-session memory, entity tracking, or temporal knowledge graphs: `memory-systems`.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add docxology/template/filesystem-context@sha256:16495df022fa9125

The line at the top of this page pins the label git:20260713.397aa15, 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_exv3xkh45p6z3kqx.svg)](https://markdownregistry.com/a/art_exv3xkh45p6z3kqx)

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

Versions

The registry has recorded 1 version of this file, committed on Jul 13, 2026.

versioncommittedcommitsizeaudit
git:20260713.397aa15 latest2026-07-13 397aa15 16,104 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 (16104 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

docxology/template · 20 stars · license Apache-2.0 · pushed 2026-10-31 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_exv3xkh45p6z3kqx
GET https://markdownregistry.com/api/v1/resolve?ref=docxology/template/filesystem-context
GET https://markdownregistry.com/api/v1/blob/16495df022fa912572859df639e4ee79943d49febda1599c4e7a80250117b80f

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 docxology/template

AGENTS.md@.agents AGENTS.md file
docxology/template · .agents/AGENTS.md
git:20261019.6b254e1 · audit A · 20 stars
AGENTS.md@.agents/skills AGENTS.md file
docxology/template · .agents/skills/AGENTS.md
git:20260829.b2727a9 · audit A · 20 stars
advanced-evaluation SKILL.md skill
docxology/template · .agents/skills/advanced-evaluation/SKILL.md · This skill should be used for advanced LLM evaluation: LLM-as-judge systems, direct scoring, pairwise comparison…
git:20260713.397aa15 · audit A · 20 stars
bdi-mental-states SKILL.md skill
docxology/template · .agents/skills/bdi-mental-states/SKILL.md · This skill should be used when modeling agent mental states with BDI concepts: beliefs, desires, intentions…
git:20260713.397aa15 · audit A · 20 stars
context-compression SKILL.md skill
docxology/template · .agents/skills/context-compression/SKILL.md · This skill should be used when long-running agent sessions need context compression, structured summarization…
git:20260713.397aa15 · audit A · 20 stars
context-degradation SKILL.md skill
docxology/template · .agents/skills/context-degradation/SKILL.md · This skill should be used for diagnosing and mitigating context degradation: lost-in-middle failures, context…
git:20260713.397aa15 · audit A · 20 stars
context-fundamentals SKILL.md skill
docxology/template · .agents/skills/context-fundamentals/SKILL.md · This skill should be used to explain or reason about the foundational concepts of context engineering: what context is…
git:20260713.397aa15 · audit A · 20 stars
context-optimization SKILL.md skill
docxology/template · .agents/skills/context-optimization/SKILL.md · This skill should be used for improving context efficiency: context budgeting, observation masking, prefix or KV-cache…
git:20260713.397aa15 · audit A · 20 stars
evaluation SKILL.md skill
docxology/template · .agents/skills/evaluation/SKILL.md · This skill should be used when building agent evaluation systems: deterministic checks, regression suites…
git:20260713.397aa15 · audit A · 20 stars
harness-engineering SKILL.md skill
docxology/template · .agents/skills/harness-engineering/SKILL.md · This skill should be used when designing autonomous agent harnesses: research loops, evaluation scaffolds, locked and…
git:20260713.397aa15 · audit A · 20 stars
hosted-agents SKILL.md skill
docxology/template · .agents/skills/hosted-agents/SKILL.md · This skill should be used when designing hosted or background agent infrastructure: sandboxed execution, remote coding…
git:20260713.397aa15 · audit A · 20 stars
latent-briefing SKILL.md skill
docxology/template · .agents/skills/latent-briefing/SKILL.md · This skill should be used when the user asks to "share memory between agents", "KV cache compaction for multi-agent"…
git:20260713.397aa15 · audit A · 20 stars

Every file in docxology/template

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