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ClaudSkills / General / knowledge-mgmt

knowledge-loop

Category: General  ·  Sub-category: knowledge-mgmt  ·  Last updated:
ai:rag
Composite skill — query, capture, improve, and persist knowledge in one workflow. Chains recall (RAG query) → sync-memories (write durable note) → rag-curate (improve weak retrievals) → handoff (durable snapshot if session-ending). Use when the work involves "what did we decide", "remember this", "save where we are", or any closing checkpoint.

About this skill (catalog notes)

knowledge-loop includes at least one code block. The SKILL.md is on the shorter side at about 508 words.

License
MIT
Original author
LucasSantana-Dev
Indexed lastmod
Catalog position
General · knowledge-mgmt
Indexed related skills
10

How knowledge-loop fits the catalog

knowledge-loop sits in the General category under the knowledge-mgmt sub-topic in the ClaudSkills catalog. There are 10 related skills indexed alongside it; comparing a few before installing usually reveals which fits your workflow best.

These notes are auto-generated from features detected in the SKILL.md file and from this catalog's structure — they aren't part of the source repository.

From the source SKILL.md

Unifies the three knowledge systems (RAG index, claude-mem, handoffs) into one workflow so capture and retrieval stop being separate manual acts.

What this skill does

knowledge-loop is a community-contributed Claude Code skill in the knowledge-mgmt sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/adt-knowledge-loop/ and loads when your prompt matches the skill's trigger.

When to invoke it: Use when the work involves "what did we decide", "remember this", "save where we are", or any closing checkpoint.

Who uses this skill

The knowledge-loop Claude Code skill is built for Claude Code users and developers across all disciplines looking for general-purpose AI assistance. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 76,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/adt-knowledge-loop
curl -L https://claudskills.com/skills/adt-knowledge-loop/SKILL.md \
  -o ~/.claude/skills/adt-knowledge-loop/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/adt-knowledge-loop/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/adt-knowledge-loop/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\adt-knowledge-loop\SKILL.md on Windows. See the full install guide for step-by-step instructions.

Pro

One-click install via the desktop app

The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.

Pro

For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.

See pricing → Download desktop app

Frequently asked questions

How do I install the knowledge-loop Claude Code skill?
Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/adt-knowledge-loop/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.
What does the knowledge-loop skill do?
Composite skill — query, capture, improve, and persist knowledge in one workflow. Chains recall (RAG query) → sync-memories (write durable note) → rag-curate (improve weak retrievals) → handoff (durable snapshot if session-ending). Use when the work involves "what did we decide", "remember this", "save where we are", or any closing checkpoint.
Is this skill free to install?
Yes. ClaudSkills is an open registry — every skill keeps its source repository's license, and manual install via copy is free. ClaudSkills Pro ($9/mo, $79/yr, or $149 one-time) adds one-click install via the desktop app and a multi-signal Quality Score.
When should I use the knowledge-loop skill?
Use knowledge-loop when your Claude Code task falls under the General category — specifically in the knowledge mgmt area. Claude Code auto-discovers installed skills and invokes the right one based on the task description, so you can also ask Claude directly (e.g. "use knowledge-loop" or describe the task and let Claude pick). Browse related skills at /category/general/.
What is a Claude Code skill and how does the knowledge-loop skill fit in?
A Claude Code skill is a SKILL.md file that lives under ~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. knowledge-loop is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the General category. Learn more at /learn/what-is-a-claude-skill/.

Attribution & license

Cite this skill

If you reference this skill in a blog post, paper, or documentation, you can cite it as:

APA
LucasSantana-Dev. (2026). knowledge-loop [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/adt-knowledge-loop/
BibTeX
@misc{adt-knowledge-loop-2026,
  author    = {LucasSantana-Dev},
  title     = {knowledge-loop [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/adt-knowledge-loop/}
}

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