building-dashboards SKILL.md skillA
building-dashboards from openclaw/clawhub is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add openclaw/clawhub/building-dashboards@git:20260709.5d15061Pins git:20260709.5d15061 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- openclaw/clawhub
- Path
.agents/skills/building-dashboards/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260709.5d15061, committed Jul 9, 2026
- Size
- 19,979 bytes
- Repository stars
- 9,544
- License
- MIT
Designs and builds Axiom dashboards via API. Covers chart types, APL and metrics/MPL query patterns, SmartFilters, layout, and configuration options. Use when creating dashboards, migrating from Splunk, or configuring chart options.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Building Dashboards ## Philosophy 1. **Decisions first.** Every panel answers a question that leads to an action. 2. **Overview → drilldown → evidence.** Start broad, narrow on click/filter, end with raw logs. 3. **Rates and percentiles over averages.** Averages hide problems; p95/p99 expose them. 4. **Simple beats dense.** One question per panel. No chart junk. 5. **Validate with data.** Never guess fields—discover schema first. 6. **Compute what's asked, or defer.** If a panel can't be computed, replace it with a `Note` documenting the blocker. Never substitute a different quantity, even disclosed. See [Compute or Defer](#compute-or-defer). --- ## Entry Points | Starting from | Workflow | |---------------|----------| | **Vague description** | Intake → check dataset kind → design blueprint (APL or MPL) → queries per panel → deploy | | **Template** | Pick template → customize dataset/service/env → deploy | | **Splunk dashboard** | Extract SPL → translate via spl-to-apl → map to chart types → deploy | …
Read the whole file at its exact version.
How to install
mdr add openclaw/clawhub/building-dashboards@sha256:121c66c65bebb2a0The line at the top of this page pins the label git:20260709.5d15061, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_ub56eczbgrnqzvpf)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Jul 9, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (19979 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
openclaw/clawhub · 9,544 stars · license MIT · pushed 2026-11-03 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_ub56eczbgrnqzvpf GET https://markdownregistry.com/api/v1/resolve?ref=openclaw/clawhub/building-dashboards GET https://markdownregistry.com/api/v1/blob/121c66c65bebb2a04e182241a502fbfa892ed27d5eaa62a112527f6a39d6099c
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.