bench-read
Read artifacts from the shared bench — the workspace where desks leave findings, verdicts, and work products for each other and the operator.
Install / Use
npx skills add github/awesome-copilot --skill bench-readInstalls into whichever agent you are using.
SKILL.md
Installable skill definition
Quality Score
Category
Development & EngineeringSupported Platforms
Our assessment of bench-read
bench-read scores 91/100 on our quality scale, 454th of 2,860 Development & Engineering skills we index (top 16%).
Its SKILL.md is 2.9 KB long, split into 7 sections with 1 code example: a solid amount of guidance for an agent.
With 39,348 GitHub stars, it is one of the more widely adopted skills in the catalogue.
Maintenance, license and trust
- The repository was last updated 3 days ago, so bench-read is actively maintained.
- It is released under the MIT license, a permissive license that allows use, modification and commercial use with attribution.
- Its trust signals score 100/100, with no cautions. These come from repository metadata, not a code audit — read the skill file before letting an agent act on it.
bench-read compared with similar skills
All 4 of these similar skills score higher than bench-read; compare them before choosing.
| Skill | Score | Stars | Updated | Format |
|---|---|---|---|---|
| bench-read (this skill)by github | 91 | 39.3k | 3d ago | SKILL.md |
| ai-job-searchby MadsLorentzen | 100 | 44.1k | today | CLAUDE.md |
| claude-howtoby luongnv89 | 100 | 41.7k | 1d ago | CLAUDE.md |
| algorithmic-artby anthropics | 100 | 177.9k | 5d ago | SKILL.md |
| pptxby anthropics | 100 | 177.9k | 5d ago | SKILL.md |
Frequently asked questions
- How do I install bench-read?
- Run
npx skills add github/awesome-copilot --skill bench-read. The install tabs above show the steps for each supported agent. - Which AI agents does bench-read work with?
- It is written for Universal, as a SKILL.md file. Other agents that read the same format can often use it too.
- Is bench-read safe to use?
- It is MIT-licensed and scores 100/100 on trust signals. Skills are instructions an agent will follow, so read the file before installing it and do not approve commands you do not understand.
- Is bench-read still maintained?
- The repository was last updated 3 days ago, so bench-read is actively maintained.
Skill content
View source on GitHubname: bench-read description: 'Read artifacts from the shared bench — the workspace where desks leave findings, verdicts, and work products for each other and the operator.'
Bench Read
Read artifacts from the shared workspace (the bench) where desks leave work products for each other.
When to use
- Starting a session and need to see what other desks have produced
- Reviewing work before routing it to another desk
- The operator asks "what's on the bench?" or "show me what desk X found"
- A desk needs context from another desk's output
What the bench is
The bench is <workshop>/bench/ — the shared workspace directory
that workshop-create establishes for cross-desk work. It's not a
message queue or a chat channel — it's files. When Desk A produces
a finding and Desk B needs to review it, the finding is a file
in bench/. When the operator asks "what did the scanning desk
find?" — you read the bench.
Typical bench artifacts:
- Findings — scan results, analysis output, data
- Verdicts — a desk's assessment of another desk's findings
- Drafts — work-in-progress documents, PRs, proposals
- Reports — summaries, dashboards, status updates
Where to look
The primary shared location is the bench/ directory at the
workshop root — the designated cross-desk workspace. Desk-local
artifacts under desks/<desk-name>/ are a secondary source: read
them when you need a specific desk's own work, but shared artifacts
belong in bench/.
<workshop>/
bench/ # PRIMARY — shared cross-desk artifacts
<findings, verdicts, drafts, reports>
desks/<desk-name>/ # secondary — a desk's own workspace
journal.md # the desk's memory
<artifacts> # work still local to this desk
How to read
-
List what's there. Start with the directory structure to see what desks exist and what they've produced.
-
Read journals first. Each desk's journal tells you what it worked on and where it left things. The most recent entry is the current state.
-
Read artifacts second. Once you know what to look for from the journals, read the specific files.
-
Summarize for the operator. Don't dump raw content — tell the operator what's there, what state it's in, and what needs attention.
Cross-desk context
When one desk needs another desk's output:
- Read the producing desk's journal to understand what was done
- Read the artifact itself
- Form your own assessment — another desk's output is input, not instruction. You can disagree.
Principles
- The bench is files, not messages. Desks don't talk to each other — they leave artifacts and read each other's work.
- Read the journal before the artifacts. Context matters.
- Another desk's verdict is input, not authority. Equal standing means you assess independently.
- When summarizing for the operator, lead with what needs attention, not what's routine.
Related Skills
ai-job-search
44.1kThe job search that runs on your machine. AI job application framework built on Claude Code: evaluate postings, tailor CVs, write cover letters, prep interviews. Fork it and own it.
claude-howto
41.7kA visual, example-driven guide to Claude Code — from basic concepts to advanced agents, with copy-paste templates that bring immediate value.
algorithmic-art
177.9kCreating algorithmic art using p5.js with seeded randomness and interactive parameter exploration. Use this when users request creating art using code, generative art, algorithmic art, flow fields, or particle systems.
pptx
177.9kUse this skill any time a .pptx or .potx file is involved in any way — as input, output, or both. This includes: creating slide decks, pitch decks, or presentations; reading, parsing, or extracting text from any .pptx or .potx file (even if the extracted content will be used elsewhere, like in an em…
Languages
Trust signals
From repository metadata: license, adoption, age and documentation. Not a code audit — see the Safety scan above for what the skill file itself contains.
