Triaging Issues
pytorch/pytorch
Triages GitHub issues by routing to oncall teams, applying labels, and closing questions.
Query OpenClaw's episodic memory — past triage outcomes, host patterns, alert history.
No licenceAuto-check: notes
Install Memory Recall
$ npx skills add papadopouloskyriakos/agentic-chatops --skill memory-recall -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install papadopouloskyriakos/agentic-chatops memory-recall --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/papadopouloskyriakos/agentic-chatops.git skills-src && mkdir -p .claude/skills && cp -r skills-src/openclaw/skills/memory-recall .claude/skills/memory-recall && 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-recall" agent skill from https://github.com/papadopouloskyriakos/agentic-chatops/tree/main/openclaw/skills/memory-recall into .claude/skills/memory-recall/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "memory-recall", 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/papadopouloskyriakos/agentic-chatops/tree/main/openclaw/skills/memory-recallType 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 papadopouloskyriakos/agentic-chatops --skill memory-recall -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install papadopouloskyriakos/agentic-chatops memory-recall --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/papadopouloskyriakos/agentic-chatops.git skills-src && mkdir -p .agents/skills && cp -r skills-src/openclaw/skills/memory-recall .agents/skills/memory-recall && 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-recall" agent skill from https://github.com/papadopouloskyriakos/agentic-chatops/tree/main/openclaw/skills/memory-recall into .agents/skills/memory-recall/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "memory-recall", 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 papadopouloskyriakos/agentic-chatops --skill memory-recall -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install papadopouloskyriakos/agentic-chatops memory-recall --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/papadopouloskyriakos/agentic-chatops.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/openclaw/skills/memory-recall .cursor/skills/memory-recall && 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-recall" agent skill from https://github.com/papadopouloskyriakos/agentic-chatops/tree/main/openclaw/skills/memory-recall into .cursor/skills/memory-recall/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "memory-recall", 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/papadopouloskyriakos/agentic-chatops.git --path openclaw/skills/memory-recall--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 papadopouloskyriakos/agentic-chatops --skill memory-recall -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install papadopouloskyriakos/agentic-chatops memory-recall --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/papadopouloskyriakos/agentic-chatops.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/openclaw/skills/memory-recall .gemini/skills/memory-recall && 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-recall" agent skill from https://github.com/papadopouloskyriakos/agentic-chatops/tree/main/openclaw/skills/memory-recall into .gemini/skills/memory-recall/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "memory-recall", 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 papadopouloskyriakos/agentic-chatops memory-recallInstalls 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 papadopouloskyriakos/agentic-chatops --skill memory-recall -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/papadopouloskyriakos/agentic-chatops.git skills-src && mkdir -p .github/skills && cp -r skills-src/openclaw/skills/memory-recall .github/skills/memory-recall && 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-recall" agent skill from https://github.com/papadopouloskyriakos/agentic-chatops/tree/main/openclaw/skills/memory-recall into .github/skills/memory-recall/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "memory-recall", 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 papadopouloskyriakos/agentic-chatops --skill memory-recall -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install papadopouloskyriakos/agentic-chatops memory-recall --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/papadopouloskyriakos/agentic-chatops.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/openclaw/skills/memory-recall .opencode/skills/memory-recall && 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-recall" agent skill from https://github.com/papadopouloskyriakos/agentic-chatops/tree/main/openclaw/skills/memory-recall into .opencode/skills/memory-recall/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "memory-recall", 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-recall- GitHub stars
- 107
- Token cost
- ~245 tokens
- SKILL.md length
- 76 words
- Files
- 2
- Skills in repo
- 17
- Repo updated
- First seen
- Licence
- None found
At a glance
Query OpenClaw's episodic memory — past triage outcomes, host patterns, alert history.
- SKILL.md covers WHEN to use and HOW to use
- Runs Shell scripts from its folder
What it does
Memory Recall is an agent skill from papadopouloskyriakos/agentic-chatops. Query OpenClaw's episodic memory — past triage outcomes, host patterns, alert history. Use before triage to check if you've seen this host/alert before and what happened.
Its SKILL.md is about 250 tokens, which your agent loads only when the skill is triggered. The skill folder holds 1 other file (for example `memory-recall.sh`).
The repository describes itself as: 3-tier agentic ChatOps (n8n + GPT-4o + Claude Code) implementing all 21 patterns from "Agentic Design Patterns" — solo operator managing 137 devices.
Example prompts
- “/memory-recall”
Requirements
- A Bash shell
- Pre-approved tools (allowed-tools): Bash
What it can do on your machine
Read from SKILL.md and the folder at commit 473f057. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves these tools, so the agent can use them without asking each time:
Bash
From allowed-tools in the SKILL.md frontmatter.
Runs code
Ships script files (Shell), which the agent can run.
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 Recall loads about 245 tokens when it runs. Until then it costs about 46 tokens; SKILL.md has 76 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: notes
The automated check noted patterns worth knowing about, such as sudo or a known installer.
- NotePre-approves every shell command (allowed-tools: Bash)SKILL.md
allowed-tools: Bash
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
Without a licence we can't republish the file, so here is its outline and opening line. It has 76 words (~245 tokens).
“Query your own past triage outcomes to inform current investigations.”
- name
- memory-recall
- allowed-tools
- Bash
- user-invocable
- false
Files
SKILL.md and 1 other file in openclaw/skills/memory-recall of papadopouloskyriakos/agentic-chatops.
- SKILL.md
- memory-recall.sh
Open the folder on GitHubat commit 473f057
Compare with similar skills
Memory Recall 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 Recall this skillpapadopouloskyriakos/agentic-chatops | 107 | — | ~245 | Automated safety check: Notes | None | |
| Triaging Issuespytorch/pytorch | 104k | — | ~4.2k | Automated safety check: Pass | Custom licence | |
| Issue Triagepaperclipai/paperclip | 99k | — | ~1k | Automated safety check: Pass | MIT | |
| Triagepnpm/pnpm | 37k | — | ~2.9k | Automated safety check: Pass | MIT | |
| Herdr Issue Triageherdrdev/herdr | 43k | — | ~517 | Automated safety check: Pass | Apache-2.0 | |
| RTK Combined Issue and PR Triagertk-ai/rtk | 83k | — | ~1.6k | Automated safety check: Notes | Apache-2.0 |
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Triage Paperclip inbox issues that are stale, blocked, in-review, or assigned-but-not-progressing, and decide a single next action per issue (resume, reassign, unblock, escalate, or close).
Triage
pnpm/pnpm
Triage an incoming GitHub issue against the pnpm codebase and related open issues, then apply exactly one implementation-readiness label using pnpm's state: taxonomy.
Herdr Issue Triage
herdrdev/herdr
Triages open herdr GitHub issues into a short decision-first Markdown table with a priority light, recommendation, age, reactions and a reason for each.
RTK Combined Issue and PR Triage
rtk-ai/rtk
Runs issue triage and PR triage in parallel, then cross-analyzes the results to flag duplicate coverage, security gaps, P0 issues with no PR, and PR conflicts.
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Questions about Memory Recall
What does Memory Recall do?
Query OpenClaw's episodic memory — past triage outcomes, host patterns, alert history. Memory Recall is an agent skill from papadopouloskyriakos/agentic-chatops. Query OpenClaw's episodic memory — past triage outcomes, host patterns, alert history.
How do I install Memory Recall in Claude Code?
Run `npx skills add papadopouloskyriakos/agentic-chatops --skill memory-recall -a claude-code`. Or copy the skill folder (openclaw/skills/memory-recall in papadopouloskyriakos/agentic-chatops) into .claude/skills/memory-recall in your project. Claude Code loads it when a task matches its description.
How do I install Memory Recall in Codex?
Run `npx skills add papadopouloskyriakos/agentic-chatops --skill memory-recall -a codex`. Or copy the skill folder (openclaw/skills/memory-recall in papadopouloskyriakos/agentic-chatops) into .agents/skills/memory-recall in your project. Codex loads it when a task matches its description.
Can I use Memory Recall 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 papadopouloskyriakos/agentic-chatops --skill memory-recall -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-recall, .gemini/skills/memory-recall, .github/skills/memory-recall and .opencode/skills/memory-recall in your project.
What does Memory Recall need to run?
Going by SKILL.md and its folder, Memory Recall needs a shell for the scripts in its folder. Our summary lists: A Bash shell. Its frontmatter pre-approves these tools: Bash.
Does Memory Recall 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 Recall safe to install?
Our automated static check of SKILL.md found notes only (pre-approves every shell command (allowed-tools: bash)), nothing it rates as a warning. It is not a guarantee. Review the folder before installing.
What licence does Memory Recall use?
No licence was found for Memory Recall or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Memory Recall use?
About 245 tokens (SKILL.md is roughly 980 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 Recall?
Skills that share tags, products or a category with Memory Recall: Triaging Issues (pytorch/pytorch, 104k stars), Issue Triage (paperclipai/paperclip, 99k stars), Triage (pnpm/pnpm, 37k stars) and Herdr Issue Triage (herdrdev/herdr, 43k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Memory Recall?
papadopouloskyriakos (a GitHub user) maintains it in papadopouloskyriakos/agentic-chatops, which has 107 GitHub stars. The repository holds 17 skills in this directory. The repository was last updated on October 6, 2026.
Source: papadopouloskyriakos/agentic-chatops on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.