Claude-Mem Knowledge Agent
thedotmack/claude-mem
Builds focused knowledge corpora from claude-mem observations, loads them into an AI session and answers questions about past work.
Bulk-import an external knowledge base into Prismer memory via the three-layer import pipeline (07 §3.1).
Install Memory Import
$ npx skills add Prismer-AI/PrismerCloud --skill memory-import -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install Prismer-AI/PrismerCloud memory-import --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/Prismer-AI/PrismerCloud.git skills-src && mkdir -p .claude/skills && cp -r skills-src/sdk/cloud/catalog/skills/memory-import .claude/skills/memory-import && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "memory-import" agent skill from https://github.com/Prismer-AI/PrismerCloud/tree/main/sdk/cloud/catalog/skills/memory-import into .claude/skills/memory-import/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "memory-import", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/Prismer-AI/PrismerCloud/tree/main/sdk/cloud/catalog/skills/memory-importType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add Prismer-AI/PrismerCloud --skill memory-import -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install Prismer-AI/PrismerCloud memory-import --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Prismer-AI/PrismerCloud.git skills-src && mkdir -p .agents/skills && cp -r skills-src/sdk/cloud/catalog/skills/memory-import .agents/skills/memory-import && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "memory-import" agent skill from https://github.com/Prismer-AI/PrismerCloud/tree/main/sdk/cloud/catalog/skills/memory-import into .agents/skills/memory-import/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "memory-import", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add Prismer-AI/PrismerCloud --skill memory-import -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install Prismer-AI/PrismerCloud memory-import --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Prismer-AI/PrismerCloud.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/sdk/cloud/catalog/skills/memory-import .cursor/skills/memory-import && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "memory-import" agent skill from https://github.com/Prismer-AI/PrismerCloud/tree/main/sdk/cloud/catalog/skills/memory-import into .cursor/skills/memory-import/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "memory-import", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/Prismer-AI/PrismerCloud.git --path sdk/cloud/catalog/skills/memory-import--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add Prismer-AI/PrismerCloud --skill memory-import -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install Prismer-AI/PrismerCloud memory-import --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Prismer-AI/PrismerCloud.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/sdk/cloud/catalog/skills/memory-import .gemini/skills/memory-import && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "memory-import" agent skill from https://github.com/Prismer-AI/PrismerCloud/tree/main/sdk/cloud/catalog/skills/memory-import into .gemini/skills/memory-import/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "memory-import", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install Prismer-AI/PrismerCloud memory-importInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add Prismer-AI/PrismerCloud --skill memory-import -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/Prismer-AI/PrismerCloud.git skills-src && mkdir -p .github/skills && cp -r skills-src/sdk/cloud/catalog/skills/memory-import .github/skills/memory-import && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "memory-import" agent skill from https://github.com/Prismer-AI/PrismerCloud/tree/main/sdk/cloud/catalog/skills/memory-import into .github/skills/memory-import/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "memory-import", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add Prismer-AI/PrismerCloud --skill memory-import -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install Prismer-AI/PrismerCloud memory-import --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Prismer-AI/PrismerCloud.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/sdk/cloud/catalog/skills/memory-import .opencode/skills/memory-import && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "memory-import" agent skill from https://github.com/Prismer-AI/PrismerCloud/tree/main/sdk/cloud/catalog/skills/memory-import into .opencode/skills/memory-import/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "memory-import", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
memory-import- GitHub stars
- 1.6k
- Token cost
- ~665 tokens
- SKILL.md length
- 221 words
- Files
- 1
- Skills in repo
- 88
- Repo updated
- First seen
- Licence
- MIT
At a glance
Bulk-import an external knowledge base into Prismer memory via the three-layer import pipeline (07 §3.1).
- The user asks to import/migrate documents
- SKILL.md covers Layer 1 — land the documents…, Layer 2 — distill (YOUR LLM,… and Layer 3 — commit (cloud-side…
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
- A knowledge base
What it does
Memory Import is an agent skill from Prismer-AI/PrismerCloud. Bulk-import an external knowledge base into Prismer memory via the three-layer import pipeline (07 §3.1). Use when the user asks to import/migrate documents, a knowledge base, or notes into workspace memory. Layer 1 lands raw documents (zero LLM, instantly searchable); Layer 2 is YOUR distillation work — you read the landed documents and write candidate pages; Layer 3 commits candidates through the memory evolution gate. Distinct from the native memorywrite tool face (that is for single, in-conversation writes).
Its SKILL.md is about 670 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Knowledge Management, covering Knowledge bases and Agent memory. The licence is MIT.
When your agent uses it
- The user asks to import/migrate documents
- A knowledge base
- Notes into workspace memory
Example prompts
- “/memory-import”
What it can do on your machine
Read from SKILL.md and the folder at commit e5d9444. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md (its code samples are bash).
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Memory Import loads about 665 tokens when it runs. Until then it costs about 133 tokens; SKILL.md has 221 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
The full file from Prismer-AI/PrismerCloud at commit e5d9444, republished under its MIT licence (© Prismer-AI). 221 words, ~665 tokens.
Download SKILL.mdSave it as
.claude/skills/memory-import/SKILL.md (or your agent's skills folder).- name
- memory-import
- description
- Bulk-import an external knowledge base into Prismer memory via the three-layer import pipeline (07 §3.1). Use when the user asks to import/migrate documents, a knowledge base, or notes into workspace memory. Layer 1 lands raw documents (zero LLM, instantly searchable); Layer 2 is YOUR distillation work — you read the landed documents and write candidate pages; Layer 3 commits candidates through the memory evolution gate. Distinct from the native memory_write tool face (that is for single, in-conversation writes).
- scope
- common
Memory Import
Bulk-import external material into workspace memory through a session — the unit of quota, audit, and gate evaluation. Three layers, two of which are yours:
Layer 1 — land the documents (zero LLM, do this first)
cloud memory imports open --workspace <ws> # → { id }
cloud memory imports write-documents <id> --workspace <ws> --documents '[{"name":"…","content":"…"}]'Raw documents become searchable in seconds. No quality bar here — that is Layer 2's job.
Layer 2 — distill (YOUR LLM, your compute)
Read the landed documents, then author candidate pages and submit them:
- One page per coherent topic, attached under the right hub (
<hub>/<topic>.pkf, relative to the Memory root; do not prepend anothermemory/). - Every candidate MUST carry the
memoryfrontmatter block — the pipeline rejects the whole batch otherwise:{"type":"note","title":"…","description":"…","memory":{"memoryRole":"knowledge|procedure|action_result","source":"<where this came from, in words a human can read>"}}. - Distill, don't dump: conclusions and procedures, not transcripts. The raw documents stay in Layer 1 as the reference layer.
cloud memory imports write-batch <id> --workspace <ws> --candidates '[{"pagePath":"…","contentDiff":"<full PKF body>"}]'Layer 3 — commit (cloud-side gate, zero negotiation)
cloud memory imports commit <id> --workspace <ws> # runs the evolution gate
cloud memory imports status <id> --workspace <ws> # per-candidate verdictsThe gate REJECTS batches that lose retrieval coverage (a candidate replacing a page must not delete its keywords) or lack metadata. A rejected commit is final for the session: read the verdict, fix the candidates, open a NEW session, resubmit. Never re-submit an identical rejected batch — the Ledger rejects same-shape candidates for 30 days.
Routing: raw archive / small batch → L1 + owner review. Knowledge-base migration / high-quality distillation → L1 → L2 → L3 (semantic work on YOUR compute; the cloud only gates and records).
© Prismer-AI, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
Just SKILL.md in sdk/cloud/catalog/skills/memory-import of Prismer-AI/PrismerCloud.
Open the folder on GitHubat commit e5d9444
Compare with similar skills
Memory Import next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Memory Import this skillPrismer-AI/PrismerCloud | 1.6k | — | ~665 | Automated safety check: Pass | MIT | |
| Claude-Mem Knowledge Agentthedotmack/claude-mem | 99k | — | ~617 | Automated safety check: Pass | Apache-2.0 | |
| LLM WikiYeachan-Heo/oh-my-claudecode | 40k | — | ~721 | Automated safety check: Pass | MIT | |
| Forgetful File StorageScottRBK/forgetful | 301 | — | ~618 | Automated safety check: Pass | MIT | |
| Basic Memory Setupbasicmachines-co/basic-memory | 4.1k | — | ~3.9k | Automated safety check: Pass | AGPL-3.0 | |
| MemPalace Memory SearchMemPalace/mempalace | 59k | — | ~1.4k | Automated safety check: Pass | MIT |
Similar skills
LLM Wiki
Yeachan-Heo/oh-my-claudecode
Keeps a persistent markdown wiki of project and session knowledge that the agent can ingest into, query, lint and read across sessions.
Forgetful File Storage
ScottRBK/forgetful
Stores screenshots, PDFs, diagrams, fonts and other binary files in the Forgetful knowledge base, with a retrieval-friendly description and an attachment route.
Basic Memory Setup
basicmachines-co/basic-memory
Runs a short guided interview that configures the Basic Memory plugin for a project: project mapping, note schemas, folder conventions and capture habits.
MemPalace Memory Search
MemPalace/mempalace
Mines project files and conversation exports into a local, searchable memory palace and recalls past work by semantic search through the mempalace CLI.
Ontology
1mancompany/OneManCompany
Typed knowledge graph for structured agent memory and composable skills.
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Related
Categories
Questions about Memory Import
What does Memory Import do?
Bulk-import an external knowledge base into Prismer memory via the three-layer import pipeline (07 §3.1). Memory Import is an agent skill from Prismer-AI/PrismerCloud.1).
When should I use Memory Import?
Memory Import fits situations like: the user asks to import/migrate documents; A knowledge base; notes into workspace memory.
How do I install Memory Import in Claude Code?
Run `npx skills add Prismer-AI/PrismerCloud --skill memory-import -a claude-code`. Or copy the skill folder (sdk/cloud/catalog/skills/memory-import in Prismer-AI/PrismerCloud) into .claude/skills/memory-import in your project. Claude Code loads it when a task matches its description.
How do I install Memory Import in Codex?
Run `npx skills add Prismer-AI/PrismerCloud --skill memory-import -a codex`. Or copy the skill folder (sdk/cloud/catalog/skills/memory-import in Prismer-AI/PrismerCloud) into .agents/skills/memory-import in your project. Codex loads it when a task matches its description.
Can I use Memory Import in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add Prismer-AI/PrismerCloud --skill memory-import -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/memory-import, .gemini/skills/memory-import, .github/skills/memory-import and .opencode/skills/memory-import in your project.
What does Memory Import need to run?
SKILL.md names no scripts, command-line tools or credentials: Memory Import is instructions for the agent only.
Does Memory Import access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Memory Import safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Memory Import use?
Memory Import is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Memory Import use?
About 665 tokens (SKILL.md is roughly 2.7k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Memory Import?
Skills that share tags, products or a category with Memory Import: Claude-Mem Knowledge Agent (thedotmack/claude-mem, 99k stars), LLM Wiki (Yeachan-Heo/oh-my-claudecode, 40k stars), Forgetful File Storage (ScottRBK/forgetful, 301 stars) and Basic Memory Setup (basicmachines-co/basic-memory, 4.1k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Memory Import?
Prismer-AI (a GitHub organization) maintains it in Prismer-AI/PrismerCloud, which has 1,555 GitHub stars. The repository holds 88 skills in this directory. The repository was last updated on September 30, 2026.
Source: Prismer-AI/PrismerCloud on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.