Borrowing it
Nothing to install: this file belongs to Lilbonner/clo3d-mcp. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/Lilbonner/clo3d-mcp/main/.claude/skills/clo-patterns/SKILL.mdgit clone --depth 1 https://github.com/Lilbonner/clo3d-mcpWrote 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/lilbonner/clo3d-mcp/clo-patterns)<a href="https://agentmods.dev/skills/lilbonner/clo3d-mcp/clo-patterns"><img src="https://agentmods.dev/badge/skills/lilbonner/clo3d-mcp/clo-patterns/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/lilbonner/clo3d-mcp/clo-patterns"><img src="https://agentmods.dev/badge/skills/lilbonner/clo3d-mcp/clo-patterns.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 | $0.00076 | $0.02062 |
| Opus 5 | $0.00038 | $0.01031 |
| Sonnet 5 | $0.00015 | $0.00412 |
| Haiku 4.5 | $0.00008 | $0.00206 |
Grade A, and why
clo-patterns 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 9d 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.
How it starts
The opening of the file, as written. The whole thing — 153 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Building garments from лекала in CLO via MCP
Prerequisites
- CLO must be running with the MCP listener up:
clo_ping→ "CLO listener is up." If not: CLO menu Settings → Plug-in → MCP Listener (start / stop) — the first click auto-starts the listener on 127.0.0.1:5005. Plugin debug log:C:\Users\Public\Documents\CLO\clo_mcp_plugin.log. - Commands run on CLO's main thread. During
simulate/import_project/render_imagethe CLO window stops responding — this is normal, NOT a crash. Warn the user not to close the window; Windows will offer to kill it (AppHangB1).
CRITICAL: checkpoint before sewing
There is no remove_seam and no undo over MCP — a wrong seam is permanent for the session. Before any sewing experiment, save a checkpoint:
export_zprj → e.g. C:\projects\mcps\clo3d\out\checkpoint-before-sew.zprj
If sewing goes wrong, import_project the checkpoint back.
Pipeline
1. Import (if starting from DXF)
import_project imports AAMA/ASTM DXF (e.g. exported from Grafis v11 with Collating
on). It keeps the avatar and replaces existing garment patterns. Pieces land flat,
un-arranged, un-sewn.
2. Inventory the pieces
pattern_count, thenpattern_info(i)for each — returns only bbox, id, name (NO outline geometry).- Names from Russian DXFs arrive cp1251-mojibaked (
ïåðåä= перед). Decode:s.encode('latin1').decode('cp1251'). Typical names: перед=front, спинка=back, рукав=sleeve, манжета=cuff, стойка=collar stand, воротник=collar, планка=placket, кокетка=yoke, бейка=binding. - Pieces lying flat on the 2D table have z≈const (e.g. 200) and depth≈0 in their bbox; arranged pieces have real 3D positions.
3. Probe outlines
Run python scripts/probe_outlines.py — dumps every outline line length for all
patterns in seconds by talking to the listener directly (much faster than per-line MCP
calls). Gotcha: out-of-range line_length returns 0, not an error — the real line
count is the index of the first 0.
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.
- 9d ago First seen · 153 lines · 76 tokens per session scan A a7a0b1c96086
clo-patterns is a skill published in the GitHub repository Lilbonner/clo3d-mcp (3 stars, last pushed 3mo ago), licensed MIT. It adds 76 tokens to every session and 2,062 once invoked, about $0.0004 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 2026-08-31.
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