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 Suzhou-Tongyuan/sysplorer-mcp-server --skill ty-thermofluid-modelinggit clone --depth 1 https://github.com/Suzhou-Tongyuan/sysplorer-mcp-serverWrote 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/suzhou-tongyuan/sysplorer-mcp-server/ty-thermofluid-modeling)<a href="https://agentmods.dev/skills/suzhou-tongyuan/sysplorer-mcp-server/ty-thermofluid-modeling"><img src="https://agentmods.dev/badge/skills/suzhou-tongyuan/sysplorer-mcp-server/ty-thermofluid-modeling/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/suzhou-tongyuan/sysplorer-mcp-server/ty-thermofluid-modeling"><img src="https://agentmods.dev/badge/skills/suzhou-tongyuan/sysplorer-mcp-server/ty-thermofluid-modeling.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 | $0.00154 | $0.01750 |
| Opus 5.5 | $0.00062 | $0.00700 |
| Sonnet 5.5 | $0.00031 | $0.00350 |
| Haiku 4.5 | $0.00015 | $0.00175 |
Grade A, and why
ty-thermofluid-modeling 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 19d 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 — 80 lines — stays where its author put it; the contents beside it link to each section on GitHub.
TY Thermofluid Modeling
Use this only as a thin domain add-on to ty-sysplorer-modeling-rules. The parent skill owns routing, seven gates, layout timing, repair loop, and delivery evidence.
Parent Contract and MCP 0.4
Use ../ty-sysplorer-modeling-rules/references/shared-standards.md as the authority for MCP classification, session reuse, failure parsing, and retry control; use ../ty-sysplorer-modeling-rules/workflows/seven-gates-validation.md for validation depth, Gate 6, and completion status. Offline/source-only tasks make no session calls. Existing concrete failures are led by the independent debugging entry defined by the parent; this domain skill supplies targeted evidence without restarting a build. Failures during a new build remain in the original task.
Stop at the requested terminal stage. Result variables, KPI, plots, animation, and formal reports are required only when requested or necessary for the agreed acceptance criterion; otherwise mark them not_required. Do not infer proxy metrics merely to fill a checklist. A successful simulation and verified physical results are separate claims.
MCP 0.4 uses model_inspect for classes/components/ports/text queries, compare_model for comparisons, and model_manager for lifecycle operations. call_code accepts only run_sysplorer_api or its run_script alias with a required object payload and explicit ModelingPy import. Check/translate/simulate may automatically write layout back to a loaded user file, even without reload_mo_path; they are not read-only review tools. Follow the parent authorization boundary and record any actual graphical change under Gate 6.
Minimal Reading
All references/... and workflows/... paths in this skill are relative to this skill directory (the folder that contains this SKILL.md), not the workspace root or any parent skills/ directory.
| Need | Read |
|---|---|
| Requirement classification | references/requirement-map.md |
| Library / component mapping | references/library-selection.md, references/component-map.md, references/fallback-strategy.md |
| Media | references/media-selection.md |
| Parameters / modeling rules | references/parameter-rules.md, references/modeling-rules.md |
| Validation | references/validation-rules.md |
| Repair | references/common-errors.md |
| Acceptance | references/acceptance-checklist.md, references/output-contract.md |
| Manual lookup | references/manual-index.md only when concise references are insufficient |
What ships with it
34 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.
- agents/openai.yaml 654 B
- references/acceptance-checklist.md 4.5 KB
- references/common-errors.md 2.9 KB
- references/component-map.md 3.0 KB
- references/diagram-routing-rules.md 5.2 KB
- references/fallback-strategy.md 3.6 KB
- references/library-selection.md 4.8 KB
- references/manual-index.md 1.6 KB
- references/manuals/air-treatment-library-manual.md 44 KB
- references/manuals/media-library-manual.md 19 KB
- references/manuals/thermofluid-library-manual.md 47 KB
- references/media-selection.md 4.8 KB
- references/modeling-rules.md 11 KB
- references/output-contract.md 2.9 KB
- references/parameter-rules.md 3.0 KB
- references/requirement-map.md 3.4 KB
- references/validation-rules.md 2.6 KB
- scripts/helpers/extract-required-params.py 2.0 KB runs code
- scripts/helpers/README.md 1.0 KB
- scripts/helpers/verify-key-results.py 3.5 KB runs code
- skill_info.json 1.3 KB
- SKILL_ZH.md 5.8 KB
- templates/model-skeletons/thermofluid-open-loop-skeleton.mo 1.4 KB
- templates/reports/simulation-report-template.md 883 B
- templates/scenarios/air-source-heat-pump-hot-water-system.md 3.0 KB
- templates/scenarios/air-treatment-open-loop.md 949 B
- templates/scenarios/coupled-heat-exchange.md 1.3 KB
- templates/scenarios/scenario-template.example.json 1.0 KB
- templates/scenarios/single-phase-liquid-open-loop.md 1.1 KB
- workflows/build-from-scenario.md 3.9 KB
- workflows/repair-existing-model.md 2.2 KB
- workflows/verify-example.md 1.6 KB
- 使用说明.md 2.0 KB
- 版本说明.md 1.7 KB
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.
- 19d ago First seen · 80 lines · 154 tokens per session scan A 322b2bb73832
ty-thermofluid-modeling is a skill published in the GitHub repository Suzhou-Tongyuan/sysplorer-mcp-server (10 stars, last pushed 20d ago), licensed MIT. It adds 154 tokens to every session and 1,750 once invoked, about $0.0006 per session on Opus 5.5. 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 2026-10-13.
Other skills, from other repositories
instrument-data-to-allotrope
Convert laboratory instrument output files (PDF, CSV, Excel, TXT) to Allotrope Simple Model (ASM) JSON format or flattened 2D CSV. Use this skill when scientists need to standardize instrument data for LIMS systems, data lakes, or downstream analysis. Supports auto-detection of instrument types. Outputs include full…
exploratory-data-analysis
Performs bounded, local exploratory analysis of explicitly supported scientific files. Supports redacted CSV/TSV/JSON profiles; optional NumPy, HDF5, FASTA/FASTQ, and basic image metadata inspection; missingness/leakage audits; outlier and transformation sensitivity; and rigorous EDA report scaffolds. Other domain…
matlab
Builds, reviews, migrates, and plans MATLAB or GNU Octave numerical workflows. Use for arrays, tabular/time data, tests, projects, graphics, MAT files, and explicit Python interoperability.
phylogenetics
Builds and analyzes phylogenetic trees using MAFFT multiple sequence alignment, IQ-TREE maximum likelihood with ModelFinder and branch support, and FastTree approximate inference. Uses ETE3 for tree summaries and visualization. Applies to homologous nucleotide or protein sequences, microbial gene trees, protein…
research-engineer
An uncompromising Academic Research Engineer. Operates with absolute scientific rigor, objective criticism, and zero flair. Focuses on theoretical correctness, formal verification, and optimal implementation across any required technology.
presenting-conference-talks
Generates conference presentation slides (Beamer LaTeX PDF and editable PPTX) from a compiled paper with speaker notes and talk script. Use when preparing oral talks, spotlight presentations, or invited talks for ML and systems conferences.