Multi Cluster API Data Mismatch
divinevideo/divine-mobile
Debug "API returns data that doesn't exist in database" when multiple Kubernetes clusters exist (production, staging, POC).
A skill your agent uses when investigating Archestra bugs or incidents — staging issues, backend 50x errors, Drizzle failed queries, DB connection pressure, deploy regressions, or Kubernetes/runtime…
Install Archestra Dev Investigate
$ npx skills add archestra-ai/archestra --skill archestra-dev-investigate -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install archestra-ai/archestra archestra-dev-investigate --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/archestra-ai/archestra.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/archestra-dev-investigate .claude/skills/archestra-dev-investigate && 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 "archestra-dev-investigate" agent skill from https://github.com/archestra-ai/archestra/tree/main/.agents/skills/archestra-dev-investigate into .claude/skills/archestra-dev-investigate/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "archestra-dev-investigate", 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/archestra-ai/archestra/tree/main/.agents/skills/archestra-dev-investigateType 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 archestra-ai/archestra --skill archestra-dev-investigate -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install archestra-ai/archestra archestra-dev-investigate --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/archestra-ai/archestra.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.agents/skills/archestra-dev-investigate .agents/skills/archestra-dev-investigate && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "archestra-dev-investigate" agent skill from https://github.com/archestra-ai/archestra/tree/main/.agents/skills/archestra-dev-investigate into .agents/skills/archestra-dev-investigate/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "archestra-dev-investigate", 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 archestra-ai/archestra --skill archestra-dev-investigate -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install archestra-ai/archestra archestra-dev-investigate --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/archestra-ai/archestra.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.agents/skills/archestra-dev-investigate .cursor/skills/archestra-dev-investigate && 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 "archestra-dev-investigate" agent skill from https://github.com/archestra-ai/archestra/tree/main/.agents/skills/archestra-dev-investigate into .cursor/skills/archestra-dev-investigate/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "archestra-dev-investigate", 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/archestra-ai/archestra.git --path .agents/skills/archestra-dev-investigate--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 archestra-ai/archestra --skill archestra-dev-investigate -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install archestra-ai/archestra archestra-dev-investigate --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/archestra-ai/archestra.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.agents/skills/archestra-dev-investigate .gemini/skills/archestra-dev-investigate && 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 "archestra-dev-investigate" agent skill from https://github.com/archestra-ai/archestra/tree/main/.agents/skills/archestra-dev-investigate into .gemini/skills/archestra-dev-investigate/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "archestra-dev-investigate", 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 archestra-ai/archestra archestra-dev-investigateInstalls 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 archestra-ai/archestra --skill archestra-dev-investigate -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/archestra-ai/archestra.git skills-src && mkdir -p .github/skills && cp -r skills-src/.agents/skills/archestra-dev-investigate .github/skills/archestra-dev-investigate && 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 "archestra-dev-investigate" agent skill from https://github.com/archestra-ai/archestra/tree/main/.agents/skills/archestra-dev-investigate into .github/skills/archestra-dev-investigate/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "archestra-dev-investigate", 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 archestra-ai/archestra --skill archestra-dev-investigate -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install archestra-ai/archestra archestra-dev-investigate --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/archestra-ai/archestra.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.agents/skills/archestra-dev-investigate .opencode/skills/archestra-dev-investigate && 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 "archestra-dev-investigate" agent skill from https://github.com/archestra-ai/archestra/tree/main/.agents/skills/archestra-dev-investigate into .opencode/skills/archestra-dev-investigate/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "archestra-dev-investigate", 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
archestra-dev-investigate- GitHub stars
- 4.4k
- Token cost
- ~831 tokens
- SKILL.md length
- 427 words
- Files
- 1
- Skills in repo
- 23
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
A skill your agent uses when investigating Archestra bugs or incidents — staging issues, backend 50x errors, Drizzle failed queries, DB connection pressure, deploy regressions, or Kubernetes/runtime…
- Investigating Archestra bugs
- SKILL.md covers What's specific here, Tools, by angle, Failure classes to expect and Boundaries
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
- Incidents — staging issues
What it does
Archestra Dev Investigate is an agent skill from archestra-ai/archestra. Use when investigating Archestra bugs or incidents — staging issues, backend 50x errors, Drizzle failed queries, DB connection pressure, deploy regressions, or Kubernetes/runtime symptoms. Orientation only; defers the process to /investigate.
Its SKILL.md is about 830 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 DevOps & Cloud, covering Container orchestration and ORMs and data access. It works with Kubernetes, Sentry and PostgreSQL. The repository describes itself as: Enterprise AI Platform with guardrails, MCP registry, gateway & orchestrator.
When your agent uses it
- Investigating Archestra bugs
- Incidents — staging issues
- Backend 50x errors
- Drizzle failed queries
Example prompts
- “/archestra-dev-investigate”
What it can do on your machine
Read from SKILL.md and the folder at commit aa7ab51. 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
Archestra Dev Investigate loads about 831 tokens when it runs. Until then it costs about 67 tokens; SKILL.md has 427 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
Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 427 words (~831 tokens).
“Orientation for debugging Archestra. For the process itself — evidence-first, find the mechanism before fixing — use /investigate if you have it. This skill only adds what's specific to Archestra.”
- name
- archestra-dev-investigate
Files
Just SKILL.md in .agents/skills/archestra-dev-investigate of archestra-ai/archestra.
Open the folder on GitHubat commit aa7ab51
Compare with similar skills
Archestra Dev Investigate 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 |
|---|---|---|---|---|---|---|
| Archestra Dev Investigate this skillarchestra-ai/archestra | 4.4k | — | ~831 | Automated safety check: Pass | Custom licence | |
| Multi Cluster API Data Mismatchdivinevideo/divine-mobile | 266 | — | ~1.3k | Automated safety check: Pass | MPL-2.0 | |
| Oke Cluster Generatororacle/skills | 877 | — | ~2.4k | Automated safety check: Pass | UPL-1.0 | |
| Fastllm Operateazrtydxb/Fastllm-proxy | 108 | — | ~932 | Automated safety check: Pass | Apache-2.0 | |
| Deploying Postgres K8saiskillstore/marketplace | 433 | — | ~2k | Automated safety check: Pass | None | |
| Postgres Concurrent Schema Init Deadlockdivinevideo/divine-mobile | 266 | — | ~1.1k | Automated safety check: Pass | MPL-2.0 |
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Works with
Categories
Questions about Archestra Dev Investigate
What does Archestra Dev Investigate do?
A skill your agent uses when investigating Archestra bugs or incidents — staging issues, backend 50x errors, Drizzle failed queries, DB connection pressure, deploy regressions, or Kubernetes/runtime…. Archestra Dev Investigate is an agent skill from archestra-ai/archestra. Use when investigating Archestra bugs or incidents — staging issues, backend 50x errors, Drizzle failed queries, DB connection pressure, deploy regressions, or Kubernetes/runtime symptoms.
When should I use Archestra Dev Investigate?
Archestra Dev Investigate fits situations like: investigating Archestra bugs; incidents — staging issues; backend 50x errors; drizzle failed queries.
How do I install Archestra Dev Investigate in Claude Code?
Run `npx skills add archestra-ai/archestra --skill archestra-dev-investigate -a claude-code`. Or copy the skill folder (.agents/skills/archestra-dev-investigate in archestra-ai/archestra) into .claude/skills/archestra-dev-investigate in your project. Claude Code loads it when a task matches its description.
How do I install Archestra Dev Investigate in Codex?
Run `npx skills add archestra-ai/archestra --skill archestra-dev-investigate -a codex`. Or copy the skill folder (.agents/skills/archestra-dev-investigate in archestra-ai/archestra) into .agents/skills/archestra-dev-investigate in your project. Codex loads it when a task matches its description.
Can I use Archestra Dev Investigate 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 archestra-ai/archestra --skill archestra-dev-investigate -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/archestra-dev-investigate, .gemini/skills/archestra-dev-investigate, .github/skills/archestra-dev-investigate and .opencode/skills/archestra-dev-investigate in your project.
What does Archestra Dev Investigate need to run?
SKILL.md names no scripts, command-line tools or credentials: Archestra Dev Investigate is instructions for the agent only.
Does Archestra Dev Investigate 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 Archestra Dev Investigate 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 Archestra Dev Investigate use?
Archestra Dev Investigate has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.
How many tokens does Archestra Dev Investigate use?
About 831 tokens (SKILL.md is roughly 3.3k 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 Archestra Dev Investigate?
Skills that share tags, products or a category with Archestra Dev Investigate: Multi Cluster API Data Mismatch (divinevideo/divine-mobile, 266 stars), Oke Cluster Generator (oracle/skills, 877 stars), Fastllm Operate (azrtydxb/Fastllm-proxy, 108 stars) and Deploying Postgres K8s (aiskillstore/marketplace, 433 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Archestra Dev Investigate?
archestra-ai (a GitHub organization) maintains it in archestra-ai/archestra, which has 4,359 GitHub stars. The repository holds 23 skills in this directory. The repository was last updated on October 10, 2026.
Source: archestra-ai/archestra on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.