Neat-Freak Knowledge Closeout
KKKKhazix/khazix-skills
Brings project docs, agent rule files, authorized memory and leftover workspace files back in line with what the code and runtime actually do at the end of a work session.
Recall relevant long-term memories on demand. An agent skill from clacky-ai/openclacky.
Install Recall Memory
$ npx skills add clacky-ai/openclacky --skill recall-memory -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install clacky-ai/openclacky recall-memory --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/clacky-ai/openclacky.git skills-src && mkdir -p .claude/skills && cp -r skills-src/lib/clacky/default_skills/recall-memory .claude/skills/recall-memory && 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 "recall-memory" agent skill from https://github.com/clacky-ai/openclacky/tree/main/lib/clacky/default_skills/recall-memory into .claude/skills/recall-memory/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "recall-memory", 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/clacky-ai/openclacky/tree/main/lib/clacky/default_skills/recall-memoryType 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 clacky-ai/openclacky --skill recall-memory -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install clacky-ai/openclacky recall-memory --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/clacky-ai/openclacky.git skills-src && mkdir -p .agents/skills && cp -r skills-src/lib/clacky/default_skills/recall-memory .agents/skills/recall-memory && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "recall-memory" agent skill from https://github.com/clacky-ai/openclacky/tree/main/lib/clacky/default_skills/recall-memory into .agents/skills/recall-memory/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "recall-memory", 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 clacky-ai/openclacky --skill recall-memory -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install clacky-ai/openclacky recall-memory --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/clacky-ai/openclacky.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/lib/clacky/default_skills/recall-memory .cursor/skills/recall-memory && 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 "recall-memory" agent skill from https://github.com/clacky-ai/openclacky/tree/main/lib/clacky/default_skills/recall-memory into .cursor/skills/recall-memory/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "recall-memory", 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/clacky-ai/openclacky.git --path lib/clacky/default_skills/recall-memory--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 clacky-ai/openclacky --skill recall-memory -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install clacky-ai/openclacky recall-memory --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/clacky-ai/openclacky.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/lib/clacky/default_skills/recall-memory .gemini/skills/recall-memory && 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 "recall-memory" agent skill from https://github.com/clacky-ai/openclacky/tree/main/lib/clacky/default_skills/recall-memory into .gemini/skills/recall-memory/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "recall-memory", 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 clacky-ai/openclacky recall-memoryInstalls 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 clacky-ai/openclacky --skill recall-memory -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/clacky-ai/openclacky.git skills-src && mkdir -p .github/skills && cp -r skills-src/lib/clacky/default_skills/recall-memory .github/skills/recall-memory && 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 "recall-memory" agent skill from https://github.com/clacky-ai/openclacky/tree/main/lib/clacky/default_skills/recall-memory into .github/skills/recall-memory/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "recall-memory", 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 clacky-ai/openclacky --skill recall-memory -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install clacky-ai/openclacky recall-memory --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/clacky-ai/openclacky.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/lib/clacky/default_skills/recall-memory .opencode/skills/recall-memory && 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 "recall-memory" agent skill from https://github.com/clacky-ai/openclacky/tree/main/lib/clacky/default_skills/recall-memory into .opencode/skills/recall-memory/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "recall-memory", 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
recall-memory- GitHub stars
- 1.2k
- Token cost
- ~466 tokens
- SKILL.md length
- 178 words
- Files
- 1
- Skills in repo
- 20
- Repo updated
- First seen
- Licence
- MIT
At a glance
Recall relevant long-term memories on demand. An agent skill from clacky-ai/openclacky.
- Works in 2 steps: Judge relevance → Load relevant files and return
- Tasks that involve Agent memory
- SKILL.md covers Available Memory Files, Your Workflow — follow strictly and Rules
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Recall Memory is an agent skill from clacky-ai/openclacky. Recall relevant long-term memories on demand. Given a topic or question, judges relevance from pre-loaded metadata, loads only relevant files, and returns a concise summary to the main agent.
Its SKILL.md is about 470 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 Agent Workflows, covering Agent memory. The repository describes itself as: The most Token-efficient open-source AI Agent. The licence is MIT.
When your agent uses it
- Tasks that involve Agent memory
Example prompts
- “/recall-memory”
Workflow steps
2 steps, taken from the step headings in SKILL.md.
What it can do on your machine
Read from SKILL.md and the folder at commit e16b639. 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.
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
Recall Memory loads about 466 tokens when it runs. Until then it costs about 51 tokens; SKILL.md has 178 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 clacky-ai/openclacky at commit e16b639, republished under its MIT licence (© clacky-ai). 178 words, ~466 tokens.
Download SKILL.mdSave it as
.claude/skills/recall-memory/SKILL.md (or your agent's skills folder).- name
- recall-memory
- description
- Recall relevant long-term memories on demand. Given a topic or question, judges relevance from pre-loaded metadata, loads only relevant files, and returns a concise summary to the main agent.
- name_zh
- 回忆记忆
- description_zh
- 按主题从长期记忆中找出相关内容并整理成摘要。
- fork_agent
- true
- user-invocable
- false
- auto_summarize
- true
- forbidden_tools
- write, edit, web_search, web_fetch, browser
Recall Memory Subagent
You are a Memory Recall Subagent. Your sole job is to find and return relevant long-term memories for the main agent.
Available Memory Files
The following memory files exist in ~/.clacky/memories/. This list was pre-loaded for you — do NOT re-scan the directory.
<%= memories_meta %>
Your Workflow — follow strictly
Step 1: Judge relevance
From the list above, decide which files are relevant to the task/topic passed to you.
Rules:
- Match by
topicanddescriptionagainst the requested task - If nothing matches, immediately return: "No relevant memories found for:
<task>" - Do NOT load files that are clearly irrelevant
Step 2: Load relevant files and return
For each relevant file:
- Read the full content:
file_reader(path: "~/.clacky/memories/<filename>")- Touch the file to update its mtime (LRU signal — keeps it surfaced in future recalls):
terminal(command: "touch ~/.clacky/memories/<filename>")Return ONLY the memory content, structured as:
## Recalled Memories: <task>
### <Topic Name>
<content verbatim or lightly summarized if very long>Rules
- NEVER modify any files
- NEVER load irrelevant files — keep output minimal and focused
- NEVER add commentary beyond the memory content itself
- If a file exceeds 1000 tokens of content, summarize the least important parts
- Stop immediately after returning the summary
© clacky-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 lib/clacky/default_skills/recall-memory of clacky-ai/openclacky.
Open the folder on GitHubat commit e16b639
Compare with similar skills
Recall Memory 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 |
|---|---|---|---|---|---|---|
| Recall Memory this skillclacky-ai/openclacky | 1.2k | — | ~466 | Automated safety check: Pass | MIT | |
| Neat-Freak Knowledge CloseoutKKKKhazix/khazix-skills | 21k | — | ~1.9k | Automated safety check: Pass | MIT | |
| Beads Task Memorygastownhall/beads | 28k | — | ~1.2k | Automated safety check: Pass | MIT | |
| Reflect on Session Learningscursor/plugins | 11k | 5 repos | ~1.2k | Automated safety check: Pass | None | |
| MemPalace Memory SearchMemPalace/mempalace | 59k | — | ~1.4k | Automated safety check: Pass | MIT | |
| Compound Learning WriterEveryInc/compound-engineering-plugin | 25k | — | ~2k | Automated safety check: Pass | MIT |
Similar skills
Beads Task Memory
gastownhall/beads
Tracks multi-session work with dependencies in the bd issue tracker so the agent can find ready tasks and recover its context after conversation compaction.
- Official
Reflect on Session Learnings
cursor/plugins
Starts three parallel reviewer subagents over the current conversation transcript, then turns their findings into concrete edits to existing skills.
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.
Compound Learning Writer
EveryInc/compound-engineering-plugin
Records one solved and verified problem as a durable learning in the repository, but only when the reasoning is not already clear from the final code, tests or docs.
Session History Search
slopus/happy
Searches past Claude Code, Codex and Cursor sessions and summarizes what was worked on, tried or decided, using extraction scripts instead of reading raw logs.
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Related
Categories
Questions about Recall Memory
What does Recall Memory do?
Recall relevant long-term memories on demand. An agent skill from clacky-ai/openclacky. Recall Memory is an agent skill from clacky-ai/openclacky. Recall relevant long-term memories on demand.
When should I use Recall Memory?
Recall Memory fits situations like: tasks that involve Agent memory.
How do I install Recall Memory in Claude Code?
Run `npx skills add clacky-ai/openclacky --skill recall-memory -a claude-code`. Or copy the skill folder (lib/clacky/default_skills/recall-memory in clacky-ai/openclacky) into .claude/skills/recall-memory in your project. Claude Code loads it when a task matches its description.
How do I install Recall Memory in Codex?
Run `npx skills add clacky-ai/openclacky --skill recall-memory -a codex`. Or copy the skill folder (lib/clacky/default_skills/recall-memory in clacky-ai/openclacky) into .agents/skills/recall-memory in your project. Codex loads it when a task matches its description.
Can I use Recall Memory 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 clacky-ai/openclacky --skill recall-memory -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/recall-memory, .gemini/skills/recall-memory, .github/skills/recall-memory and .opencode/skills/recall-memory in your project.
What does Recall Memory need to run?
SKILL.md names no scripts, command-line tools or credentials: Recall Memory is instructions for the agent only.
Does Recall Memory 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 Recall Memory 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 Recall Memory use?
Recall Memory 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 Recall Memory use?
About 466 tokens (SKILL.md is roughly 1.9k 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 Recall Memory?
Skills that share tags, products or a category with Recall Memory: Neat-Freak Knowledge Closeout (KKKKhazix/khazix-skills, 21k stars), Beads Task Memory (gastownhall/beads, 28k stars), Reflect on Session Learnings (cursor/plugins, 11k stars) and MemPalace Memory Search (MemPalace/mempalace, 59k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Recall Memory?
clacky-ai (a GitHub organization) maintains it in clacky-ai/openclacky, which has 1,204 GitHub stars. The repository holds 20 skills in this directory. The repository was last updated on October 10, 2026.
Source: clacky-ai/openclacky on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.