Vercel Optimize Audit
vercel-labs/agent-skills
Runs a metrics-first audit of a deployed Vercel project, gating investigations on real signals to produce ranked, citation-backed cost and performance recommendations.
Design and implement repository-side Miro instrumentation with safe metrics, rate-credit headers, semantic outcomes, and actionable alerts.
Install Miro Observability
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill miro-observability -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace miro-observability --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/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/.curated/miro-observability .claude/skills/miro-observability && 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 "miro-observability" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/miro-observability into .claude/skills/miro-observability/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "miro-observability", 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/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/miro-observabilityType 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 jeremylongshore/tons-of-skills-marketplace --skill miro-observability -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace miro-observability --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/.curated/miro-observability .agents/skills/miro-observability && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "miro-observability" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/miro-observability into .agents/skills/miro-observability/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "miro-observability", 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 jeremylongshore/tons-of-skills-marketplace --skill miro-observability -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace miro-observability --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/.curated/miro-observability .cursor/skills/miro-observability && 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 "miro-observability" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/miro-observability into .cursor/skills/miro-observability/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "miro-observability", 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/jeremylongshore/tons-of-skills-marketplace.git --path skills/.curated/miro-observability--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 jeremylongshore/tons-of-skills-marketplace --skill miro-observability -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace miro-observability --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/.curated/miro-observability .gemini/skills/miro-observability && 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 "miro-observability" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/miro-observability into .gemini/skills/miro-observability/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "miro-observability", 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 jeremylongshore/tons-of-skills-marketplace miro-observabilityInstalls 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 jeremylongshore/tons-of-skills-marketplace --skill miro-observability -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/.curated/miro-observability .github/skills/miro-observability && 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 "miro-observability" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/miro-observability into .github/skills/miro-observability/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "miro-observability", 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 jeremylongshore/tons-of-skills-marketplace --skill miro-observability -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace miro-observability --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/.curated/miro-observability .opencode/skills/miro-observability && 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 "miro-observability" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/miro-observability into .opencode/skills/miro-observability/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "miro-observability", 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
miro-observability- GitHub stars
- 2.8k
- Token cost
- ~1.1k tokens
- SKILL.md length
- 464 words
- Files
- 2 (incl. references)
- Skills in repo
- 3,342
- Repo updated
- First seen
- Licence
- MIT
At a glance
Design and implement repository-side Miro instrumentation with safe metrics, rate-credit headers, semantic outcomes, and actionable alerts.
- Works in 6 steps: Define SLIs for availability, latency,… → Instrument adapters with bounded… → Parse rate headers and emit remaining… → …
- Operating a Miro integration
- SKILL.md covers Overview, Prerequisites, Tool Discipline and Current Contract, plus 7 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Miro Observability is an agent skill from jeremylongshore/tons-of-skills-marketplace. Design and implement repository-side Miro instrumentation with safe metrics, rate-credit headers, semantic outcomes, and actionable alerts. Use when operating a Miro integration. Trigger with "monitor Miro integration".
Its SKILL.md is about 1.1k tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including reference files (for example `references/official-docs.md`). Compatibility notes: Designed for Claude Code; live work requires an authorized Miro app and redacted evidence
It sits in DevOps & Cloud, covering Observability. The repository describes itself as: Model-agnostic agent-skills platform with a harness-free canonical layer, verified adapters, and the ccpi package manager. Explore at tonsofskills.com. The licence is MIT.
When your agent uses it
- Operating a Miro integration
- With monitor Miro integration
Example prompts
- “monitor Miro integration”
- “/miro-observability”
Requirements
- Compatibility (from SKILL.md): Designed for Claude Code; live work requires an authorized Miro app and redacted evidence
- Pre-approved tools (allowed-tools): Read, Glob, Grep, WebFetch, Write, Edit
Workflow steps
6 steps, taken from the first numbered list in SKILL.md.
- Define SLIs for availability, latency, errors, credits, queue age, token refresh, reconciliation lag, and semantic drift.
- Instrument adapters with bounded operation names, status classes, retry decisions, and redacted tenant hashes.
- Parse rate headers and emit remaining fraction, reset time, weighted demand, and throttled duration.
- Trace OAuth refresh and write/reconcile spans without recording credential or content fields.
- Create alerts tied to user impact and runbooks, including Miro status as corroborating context.
- Test dashboards and alerts with synthetic 401, 429, 5xx, drift, queue, and stale-checkpoint failures.
What it can do on your machine
Read from SKILL.md and the folder at commit cfae287. 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:
ReadGlobGrepWebFetchWriteEdit
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
Links to these hosts (documentation or services it may open):
developers.miro.comstatus.miro.com
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.
Compatibility
Designed for Claude Code; live work requires an authorized Miro app and redacted evidence
From compatibility in the SKILL.md frontmatter.
Context cost
Miro Observability loads about 1.1k tokens when it runs, and up to ~1.3k if it reads all its reference files. Until then it costs about 60 tokens; SKILL.md has 464 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 jeremylongshore/tons-of-skills-marketplace at commit cfae287, republished under its MIT licence (© jeremylongshore). 464 words, ~1,087 tokens.
Download SKILL.mdSave it as
.claude/skills/miro-observability/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.- name
- miro-observability
- description
- Design and implement repository-side Miro instrumentation with safe metrics, rate-credit headers, semantic outcomes, and actionable alerts. Use when operating a Miro integration. Trigger with "monitor Miro integration".
- allowed-tools
- Read, Glob, Grep, WebFetch, Write, Edit
- compatibility
- Designed for Claude Code; live work requires an authorized Miro app and redacted evidence
- argument-hint
- [service] [slo]
- version
- 1.9.0
- author
- Jeremy Longshore <jeremy@intentsolutions.io>
- license
- MIT
- tags
- saas, miro, observability, operations
- model
- inherit
- effort
- high
Miro Integration Observability
Overview
Observe vendor transport and business correctness without turning board content, credentials, or high-cardinality identifiers into telemetry; use the evidence produced here to make the next decision explicit and reviewable.
Prerequisites
- Service objectives and supported user journeys
- Operation, retry, queue, reconciliation, and token lifecycle map
- Approved telemetry fields, retention, access, and alert owners
Tool Discipline
Use Read, Glob, and Grep to inspect the repository, configuration names, adapters, tests, and evidence. Use WebFetch only for current official Miro documentation. Use Write or Edit after confirming the requested mode, target environment, tenant, board, and approval boundary. These declared tools do not call authenticated Miro APIs or deployment CLIs; implement client, configuration, and test changes, then return exact operator commands or an approval-gated handoff for live execution.
Current Contract
- Rate responses expose limit, remaining, and reset credit headers suitable for gauges and forecasts.
- HTTP success alone does not prove a mutation or synchronization outcome; semantic reconciliation needs separate signals.
- Miro's public status is a dependency clue, not proof that a local authorization or tenant issue is vendor-wide.
- Board names, item content, resource URLs, tokens, and raw user/team IDs should not be metric labels or logs.
Authentication
For REST work, use OAuth 2.0 Authorization Code with the narrowest Miro scopes. Bind each encrypted token record to its user, application, authorized team, and granted scopes. Never print access tokens, refresh tokens, client secrets, authorization codes, or board content.
Show full SKILL.md (228 more words)Show less
Instructions
- Define SLIs for availability, latency, errors, credits, queue age, token refresh, reconciliation lag, and semantic drift.
- Instrument adapters with bounded operation names, status classes, retry decisions, and redacted tenant hashes.
- Parse rate headers and emit remaining fraction, reset time, weighted demand, and throttled duration.
- Trace OAuth refresh and write/reconcile spans without recording credential or content fields.
- Create alerts tied to user impact and runbooks, including Miro status as corroborating context.
- Test dashboards and alerts with synthetic 401, 429, 5xx, drift, queue, and stale-checkpoint failures.
Approval Boundaries
Do not add board/user content, raw identifiers, credentials, or unrestricted URLs to telemetry without privacy/security approval. Pause when the responsible owner or exact target is uncertain.
Output
Return SLI/SLO table, metric/log/trace fields, dashboards, alerts, redaction tests, runbook links, and coverage gaps. State what was not inspected or changed so the receipt cannot overclaim coverage.
Error Handling
| Condition | Response |
|---|---|
| Metric cardinality grows unbounded | Remove raw IDs and aggregate by bounded dimensions. |
| Alert has no owner/action | Disable paging until a runbook and owner exist. |
| Rate headers are absent | Mark capacity unknown and use conservative request controls. |
| Status page is green during failures | Continue local auth, scope, network, and tenant diagnosis. |
Examples
The example is a redacted operator receipt; identifiers are hashes or bounded labels, not board content or credentials.
availability=99.96%; p95=740ms; remaining-p10=42%; reconcile-lag-p95=210s; content-labels=0; alerts-tested=6/6Resources
© jeremylongshore, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
SKILL.md and 1 other file (references) in skills/.curated/miro-observability of jeremylongshore/tons-of-skills-marketplace.
- SKILL.md
- references/official-docs.md
Open the folder on GitHubat commit cfae287
Compare with similar skills
Miro Observability 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 |
|---|---|---|---|---|---|---|
| Miro Observability this skilljeremylongshore/tons-of-skills-marketplace | 2.8k | — | ~1.1k | Automated safety check: Pass | MIT | |
| Vercel Optimize Auditvercel-labs/agent-skills | 32k | 8 repos | ~4.3k | Automated safety check: Pass | None | |
| Kubeshark Installerkubeshark/kubeshark | 12k | — | ~3.6k | Automated safety check: Notes | Apache-2.0 | |
| Kubeshark KFL2 Filter Referencekubeshark/kubeshark | 12k | — | ~3.6k | Automated safety check: Pass | Apache-2.0 | |
| KubeSphere ServiceMesh Managerkubesphere/kubesphere | 17k | — | ~2.4k | Automated safety check: Pass | Custom licence | |
| Kubernetes Network Root Cause Analysiskubeshark/kubeshark | 12k | — | ~5.3k | Automated safety check: Pass | Apache-2.0 |
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Syntax reference for KFL2, the CEL-based display filter language used to search Kubernetes network traffic captured by Kubeshark, loaded before any filter is written.
KubeSphere ServiceMesh Manager
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Installs, checks and troubleshoots the KubeSphere ServiceMesh extension (Istio, Kiali, Jaeger), including grayscale release, sidecar injection, topology and tracing issues.
Kubernetes Network Root Cause Analysis
kubeshark/kubeshark
Investigates past Kubernetes incidents from Kubeshark traffic snapshots: takes captures, dissects API calls, extracts PCAPs and compares traffic over time.
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Questions about Miro Observability
What does Miro Observability do?
Design and implement repository-side Miro instrumentation with safe metrics, rate-credit headers, semantic outcomes, and actionable alerts. Miro Observability is an agent skill from jeremylongshore/tons-of-skills-marketplace. Design and implement repository-side Miro instrumentation with safe metrics, rate-credit headers, semantic outcomes, and actionable alerts.
When should I use Miro Observability?
Miro Observability fits situations like: operating a Miro integration; with monitor Miro integration.
How do I install Miro Observability in Claude Code?
Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill miro-observability -a claude-code`. Or copy the skill folder (skills/.curated/miro-observability in jeremylongshore/tons-of-skills-marketplace) into .claude/skills/miro-observability in your project. Claude Code loads it when a task matches its description.
How do I install Miro Observability in Codex?
Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill miro-observability -a codex`. Or copy the skill folder (skills/.curated/miro-observability in jeremylongshore/tons-of-skills-marketplace) into .agents/skills/miro-observability in your project. Codex loads it when a task matches its description.
Can I use Miro Observability 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 jeremylongshore/tons-of-skills-marketplace --skill miro-observability -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/miro-observability, .gemini/skills/miro-observability, .github/skills/miro-observability and .opencode/skills/miro-observability in your project.
What does Miro Observability need to run?
SKILL.md names no scripts, command-line tools or credentials: Miro Observability is instructions for the agent only. Its frontmatter pre-approves these tools: Read, Glob, Grep, WebFetch, Write, Edit. Compatibility (from SKILL.md): Designed for Claude Code; live work requires an authorized Miro app and redacted evidence.
Does Miro Observability access the network?
SKILL.md names 2 domains. As links in the text: developers.miro.com and status.miro.com. This is read from the text; nothing was executed.
Is Miro Observability 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 Miro Observability use?
Miro Observability is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Miro Observability use?
About 1.1k tokens (SKILL.md is roughly 4.3k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 235 tokens, read only when the agent opens those files.
What are the alternatives to Miro Observability?
Skills that share tags, products or a category with Miro Observability: Vercel Optimize Audit (vercel-labs/agent-skills, 32k stars), Kubeshark Installer (kubeshark/kubeshark, 12k stars), Kubeshark KFL2 Filter Reference (kubeshark/kubeshark, 12k stars) and KubeSphere ServiceMesh Manager (kubesphere/kubesphere, 17k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Miro Observability?
jeremylongshore (a GitHub user) maintains it in jeremylongshore/tons-of-skills-marketplace, which has 2,827 GitHub stars. The repository holds 3,342 skills in this directory. The repository was last updated on October 10, 2026.
Source: jeremylongshore/tons-of-skills-marketplace on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.