Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add WILLOSCAR/research-units-pipeline-skills --skill workspace-initgit clone --depth 1 https://github.com/WILLOSCAR/research-units-pipeline-skillsWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/willoscar/research-units-pipeline-skills/workspace-init)<a href="https://agentmods.dev/skills/willoscar/research-units-pipeline-skills/workspace-init"><img src="https://agentmods.dev/badge/skills/willoscar/research-units-pipeline-skills/workspace-init/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/willoscar/research-units-pipeline-skills/workspace-init"><img src="https://agentmods.dev/badge/skills/willoscar/research-units-pipeline-skills/workspace-init.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00038 | $0.00708 |
| Opus 5 | $0.00019 | $0.00354 |
| Sonnet 5 | $0.00008 | $0.00142 |
| Haiku 4.5 | $0.00004 | $0.00071 |
Grade A, and why
workspace-init scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 8d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
The source is not reproduced here
No licence file
A repository with no LICENSE is all rights reserved by default, so the body is not copied here. The metadata, the measurements and the link are.
What ships with it
21 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
- assets/workspace-template/CHECKPOINTS.md 1.3 KB
- assets/workspace-template/citations/ref.bib 72 B
- assets/workspace-template/citations/verified.jsonl 1 B
- assets/workspace-template/DECISIONS.md 396 B
- assets/workspace-template/GOAL.md 122 B
- assets/workspace-template/outline/claim_evidence_matrix.md 121 B
- assets/workspace-template/outline/mapping.tsv 75 B
- assets/workspace-template/outline/outline.yml 370 B
- assets/workspace-template/outline/taxonomy.yml 333 B
- assets/workspace-template/output/DRAFT.md 128 B
- assets/workspace-template/output/QUALITY_GATE.md 217 B
- assets/workspace-template/output/RUN_ERRORS.md 155 B
- assets/workspace-template/output/SNAPSHOT.md 81 B
- assets/workspace-template/papers/core_set.csv 37 B
- assets/workspace-template/papers/paper_notes.jsonl 1 B
- assets/workspace-template/papers/papers_dedup.jsonl 1 B
- assets/workspace-template/papers/papers_raw.jsonl 1 B
- assets/workspace-template/queries.md 790 B
- assets/workspace-template/STATUS.md 170 B
- assets/workspace-template/UNITS.csv 268 B
- scripts/run.py 1.3 KB runs code
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 8d ago First seen · 105 lines · 38 tokens per session scan A e18c1e3da858
workspace-init is a skill published in the GitHub repository WILLOSCAR/research-units-pipeline-skills (505 stars, last pushed yesterday), with no licence file. It adds 38 tokens to every session and 708 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.
Other skills, from other repositories
magazine-web-ppt
For marketing and gtm work: bind launches, campaigns, events, and brand plans to growth and pipeline outcomes. Built around the core query "annual-marketing-plan", with GTM strategy lead judgment, buyer-ready proof, and this outcome: approve launch plan, campaign budget, or GTM motion.
html-ppt-zhangzara-coral
OpenDesign's community-growth campaign across GitHub, Discord, and X: the loops, the content calendar, and the pipeline math. Built as a decision-grade marketing & GTM deck for growth team, community lead.
stripe-projects
Use after E2B sandbox/API access has been provisioned through Stripe Projects and the user needs to use the resulting E2B API key with the E2B CLI, JavaScript SDK, Python SDK, or Code Interpreter SDK.
tape-opens
Stack-unwind review of this conversation - a tree of main tasks done (struck through) and every open left behind at the depth it was abandoned, sized by the thread's measured shape, never by feel. Optional argument - a .jsonl path or session id to review a different session.
node-connect
Diagnose OpenClaw node connection and pairing failures for Android, iOS, and macOS companion apps. Use when QR/setup code/manual connect fails, local Wi-Fi works but VPS/tailnet does not, or errors mention pairing required, unauthorized, bootstrap token invalid or expired, gateway.bind, gateway.remote.url, Tailscale…
peekaboo
Capture and automate macOS UI with the Peekaboo CLI.