triaging-fleet-friction SKILL.md skillA
triaging-fleet-friction from protolabsai/protoagent is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add protolabsai/protoagent/triaging-fleet-friction@git:20261016.3a8de0cPins git:20261016.3a8de0c in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- protolabsai/protoagent
- Path
plugins/friction/skills/triaging-fleet-friction/SKILL.md- Versions recorded
- 1
- Latest version
- git:20261016.3a8de0c, committed Oct 16, 2026
- Size
- 5,003 bytes
- Repository stars
- 17
- License
- MIT
Triage friction across every agent in the fleet: pull all the ledgers with `protoagent fleet friction`, cluster the signals that more than one agent hit, check what is already filed, draft a filing plan, and — once a fix has shipped — resolve the signal on the agents that recorded it. Read this when asked to triage, review or clear the friction backlog across the fleet, or to find what is costing the most agents the most time.
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
# Triaging fleet friction Each agent records its own rough edges into its own ledger. One agent's ledger is a list of complaints; **all of them read together are a map of what the harness gets wrong.** This skill is the pass that reads the map. It needs a running hub and a shell. `protoagent fleet friction` reads each member's ledger through the hub, so it reaches local and remote members alike. ## 1. Pull everything ```bash protoagent fleet friction --json --since 14d # open friction, every member protoagent fleet friction --json --kind harness -v # harness only, with detail ``` The JSON has `results` (one row per agent, each with `items`), `shared` (signals more than one agent hit), and `skipped` (stopped or unreachable members). Read `skipped` and the per-agent `ok`/`error` first: **an agent you could not read is not an agent with no friction.** Say so in the report. Each item carries an `id` (8 hex chars, stable across agents for the same kind+summary), `severity`, `count`, `first_seen`/`last_seen`, `tool` and `detail`. ## 2. Cluster before you rank Start from `shared`. A signal several agents hit is a harness defect, not one agent's …
Read the whole file at its exact version.
How to install
mdr add protolabsai/protoagent/triaging-fleet-friction@sha256:504cfb1ee6632c3dThe line at the top of this page pins the label git:20261016.3a8de0c, 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_cse4mdjqpulovdbz)
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Versions
The registry has recorded 1 version of this file, committed on Oct 16, 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 (5003 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
protolabsai/protoagent · 17 stars · license MIT · pushed 2026-11-05 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_cse4mdjqpulovdbz GET https://markdownregistry.com/api/v1/resolve?ref=protolabsai/protoagent/triaging-fleet-friction GET https://markdownregistry.com/api/v1/blob/504cfb1ee6632c3d9274721eec57e3f9d8508c475cd35f41e7e0e5a382a25394
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.