Caveman Stats
JuliusBrussee/caveman
Show recorded output and cache-read token usage and mode attribution for the current Claude Code session, or locate the host's native usage report.
Show MemMesh usage stats for a project/user — total count and breakdowns by type, scope, and status, plus the oldest/newest timestamps.
Apache-2.0Auto-check passed
Install Stats
$ npx skills add ThinkfleetAI/memmesh --skill stats -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install ThinkfleetAI/memmesh stats --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/ThinkfleetAI/memmesh.git skills-src && mkdir -p .claude/skills && cp -r skills-src/integrations/memmesh-plugin/skills/stats .claude/skills/stats && 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 "stats" agent skill from https://github.com/ThinkfleetAI/memmesh/tree/main/integrations/memmesh-plugin/skills/stats into .claude/skills/stats/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "stats", 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/ThinkfleetAI/memmesh/tree/main/integrations/memmesh-plugin/skills/statsType 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 ThinkfleetAI/memmesh --skill stats -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install ThinkfleetAI/memmesh stats --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ThinkfleetAI/memmesh.git skills-src && mkdir -p .agents/skills && cp -r skills-src/integrations/memmesh-plugin/skills/stats .agents/skills/stats && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "stats" agent skill from https://github.com/ThinkfleetAI/memmesh/tree/main/integrations/memmesh-plugin/skills/stats into .agents/skills/stats/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "stats", 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 ThinkfleetAI/memmesh --skill stats -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install ThinkfleetAI/memmesh stats --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ThinkfleetAI/memmesh.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/integrations/memmesh-plugin/skills/stats .cursor/skills/stats && 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 "stats" agent skill from https://github.com/ThinkfleetAI/memmesh/tree/main/integrations/memmesh-plugin/skills/stats into .cursor/skills/stats/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "stats", 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/ThinkfleetAI/memmesh.git --path integrations/memmesh-plugin/skills/stats--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 ThinkfleetAI/memmesh --skill stats -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install ThinkfleetAI/memmesh stats --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ThinkfleetAI/memmesh.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/integrations/memmesh-plugin/skills/stats .gemini/skills/stats && 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 "stats" agent skill from https://github.com/ThinkfleetAI/memmesh/tree/main/integrations/memmesh-plugin/skills/stats into .gemini/skills/stats/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "stats", 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 ThinkfleetAI/memmesh statsInstalls 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 ThinkfleetAI/memmesh --skill stats -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/ThinkfleetAI/memmesh.git skills-src && mkdir -p .github/skills && cp -r skills-src/integrations/memmesh-plugin/skills/stats .github/skills/stats && 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 "stats" agent skill from https://github.com/ThinkfleetAI/memmesh/tree/main/integrations/memmesh-plugin/skills/stats into .github/skills/stats/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "stats", 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 ThinkfleetAI/memmesh --skill stats -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install ThinkfleetAI/memmesh stats --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ThinkfleetAI/memmesh.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/integrations/memmesh-plugin/skills/stats .opencode/skills/stats && 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 "stats" agent skill from https://github.com/ThinkfleetAI/memmesh/tree/main/integrations/memmesh-plugin/skills/stats into .opencode/skills/stats/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "stats", 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
stats- GitHub stars
- 420
- Token cost
- ~258 tokens
- SKILL.md length
- 88 words
- Files
- 1
- Skills in repo
- 24
- Repo updated
- First seen
- Licence
- Apache-2.0
At a glance
Show MemMesh usage stats for a project/user — total count and breakdowns by type, scope, and status, plus the oldest/newest timestamps.
- Checking how many memories do I have
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
- Auditing distribution before a cleanup
- Giving a quick health read
What it does
Stats is an agent skill from ThinkfleetAI/memmesh. Show MemMesh usage stats for a project/user — total count and breakdowns by type, scope, and status, plus the oldest/newest timestamps. Use when checking "how many memories do I have", auditing distribution before a cleanup, or giving a quick health read.
Its SKILL.md is about 260 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
The repository describes itself as: Persistent, self-improving memory for AI agents. Local-first Rust memory engine with MCP support. The licence is Apache-2.0.
When your agent uses it
- Checking how many memories do I have
- Auditing distribution before a cleanup
- Giving a quick health read
Example prompts
- “how many memories do I have”
- “/stats”
What it can do on your machine
Read from SKILL.md and the folder at commit bba48f8. 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 jsonc).
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
Stats loads about 258 tokens when it runs. Until then it costs about 65 tokens; SKILL.md has 88 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 ThinkfleetAI/memmesh at commit bba48f8, republished under its Apache-2.0 licence (© ThinkfleetAI). 88 words, ~258 tokens.
Download SKILL.mdSave it as
.claude/skills/stats/SKILL.md (or your agent's skills folder).- name
- stats
- description
- Show MemMesh usage stats for a project/user — total count and breakdowns by type, scope, and status, plus the oldest/newest timestamps. Use when checking "how many memories do I have", auditing distribution before a cleanup, or giving a quick health read.
stats
Summarize what's in memory.
{ "name": "memory_stats", "arguments": { "projectId": "<repo>" } }Scope it with projectId / userId / scope; omit for everything under the
platform. Returns total, byType, byScope, byStatus, oldest, newest,
and scanCapped (true if the count hit the scan limit — raise limit for an
exact number on very large stores).
Present it
Lead with the total, then the type breakdown (the useful one), then flag health signals:
- a large
superseded/rejectedshare ⇒ suggestdream(consolidation). - approaching the free-tier 500-item cap ⇒ mention it and suggest
forget/dream.
For a per-subject picture (not aggregate counts) use context-loader.
© ThinkfleetAI, Apache-2.0. 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 integrations/memmesh-plugin/skills/stats of ThinkfleetAI/memmesh.
Open the folder on GitHubat commit bba48f8
Compare with similar skills
Stats 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 |
|---|---|---|---|---|---|---|
| Stats this skillThinkfleetAI/memmesh | 420 | — | ~258 | Automated safety check: Pass | Apache-2.0 | |
| Caveman StatsJuliusBrussee/caveman | 110k | — | ~491 | Automated safety check: Pass | Apache-2.0 | |
| Logseq Server Usage Statslogseq/logseq | 45k | — | ~550 | Automated safety check: Pass | AGPL-3.0 | |
| Statsagenticnotetaking/arscontexta | 3.5k | 1 repos | ~3.1k | Automated safety check: Notes | MIT | |
| Ctx Statsmksglu/context-mode | 26k | — | ~290 | Automated safety check: Pass | Custom licence | |
| Statsbrycewang-stanford/Auto-Empirical-Research-Skills | 4.5k | — | ~2k | Automated safety check: Pass | Custom licence |
Similar skills
Logseq Server Usage Stats
logseq/logseq
Collect, interpret, and troubleshoot db-sync server usage stats (total users/graphs, active users/graphs in N days, created-today metrics) using the deps/db-sync scripts and D1 schema.
Stats
agenticnotetaking/arscontexta
Show vault statistics and knowledge graph metrics. An agent skill from agenticnotetaking/arscontexta.
Ctx Stats
mksglu/context-mode
Show how much context window context-mode saved this session.
Stats
brycewang-stanford/Auto-Empirical-Research-Skills
Econometrics skill for descriptive statistics and summary tables.
Word Count
thedaviddias/Front-End-Checklist
A skill your agent uses when applies to key landing pages, blog posts, product pages, and any page targeting competitive queries.
More from ThinkfleetAI/memmesh
All 24 skills in this repoBehaviors
ThinkfleetAI/memmesh
Surface emergent behavior patterns MemMesh has mined from a subject's history — recurring habits nobody predefined, each with prevalence, stability, and the evidence behind it.
Benchmark
ThinkfleetAI/memmesh
Run MemMesh's competitive benchmark harness (LOCOMO / BEAM) to compare retrieval quality, tokens, latency, and cost against Mem0, Zep, full-context, and naive-RAG baselines.
Context Loader
ThinkfleetAI/memmesh
Load relevant MemMesh context before starting work — searches memory and, for a specific subject, assembles a token-budgeted bundle (profile + behavior patterns + forward predictions + top memories)…
Graph
ThinkfleetAI/memmesh
Query MemMesh's bi-temporal knowledge graph — multi-hop reasoning across entities, point-in-time "what did we believe on date X", and anticipatory retrieval via spreading activation.
Memmesh CLI
ThinkfleetAI/memmesh
MemMesh CLI + local MCP server — the zero-infra, no-API-key path to the same engine as the hosted SDK.
Memmesh SDK
ThinkfleetAI/memmesh
MemMesh TypeScript SDK reference (@thinkfleet/memory-sdk) for the hosted platform at app.memmesh.ai.
Questions about Stats
What does Stats do?
Show MemMesh usage stats for a project/user — total count and breakdowns by type, scope, and status, plus the oldest/newest timestamps. Stats is an agent skill from ThinkfleetAI/memmesh. Show MemMesh usage stats for a project/user — total count and breakdowns by type, scope, and status, plus the oldest/newest timestamps.
When should I use Stats?
Stats fits situations like: checking how many memories do I have; auditing distribution before a cleanup; giving a quick health read.
How do I install Stats in Claude Code?
Run `npx skills add ThinkfleetAI/memmesh --skill stats -a claude-code`. Or copy the skill folder (integrations/memmesh-plugin/skills/stats in ThinkfleetAI/memmesh) into .claude/skills/stats in your project. Claude Code loads it when a task matches its description.
How do I install Stats in Codex?
Run `npx skills add ThinkfleetAI/memmesh --skill stats -a codex`. Or copy the skill folder (integrations/memmesh-plugin/skills/stats in ThinkfleetAI/memmesh) into .agents/skills/stats in your project. Codex loads it when a task matches its description.
Can I use Stats 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 ThinkfleetAI/memmesh --skill stats -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/stats, .gemini/skills/stats, .github/skills/stats and .opencode/skills/stats in your project.
What does Stats need to run?
SKILL.md names no scripts, command-line tools or credentials: Stats is instructions for the agent only.
Does Stats 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 Stats 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 Stats use?
Stats is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Stats use?
About 258 tokens (SKILL.md is roughly 1k 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 Stats?
Skills that share tags, products or a category with Stats: Caveman Stats (JuliusBrussee/caveman, 110k stars), Logseq Server Usage Stats (logseq/logseq, 45k stars), Stats (agenticnotetaking/arscontexta, 3.5k stars) and Ctx Stats (mksglu/context-mode, 26k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Stats?
ThinkfleetAI (a GitHub organization) maintains it in ThinkfleetAI/memmesh, which has 420 GitHub stars. The repository holds 24 skills in this directory. The repository was last updated on August 25, 2026.
Source: ThinkfleetAI/memmesh on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.