Swmm Modeling Memory
Zhonghao1995/agentic-swmm-workflowRead historical Agentic SWMM experiment audit artifacts and summarize repeated assumptions, QA issues, failures, missing evidence, run-to-run differences, lessons learned, and controlled skill update proposals. Use downstream of swmm-experiment-audit when multiple audited runs exist or when a user asks for modeling memory, failure-pattern extraction, lessons learned, or human-reviewed skill refinement proposals.
At a glance
This skill is for Research and helps you extract failure patterns from experiment runs, summarize modeling assumptions across experiments, and identify qa issues in repeated simulations.
git clone --depth 1 https://github.com/Zhonghao1995/agentic-swmm-workflow
cp -r agentic-swmm-workflow/skills/swmm-modeling-memory ~/.claude/skills/swmm-modeling-memory
Setup, runtime and requirements describe Zhonghao1995/agentic-swmm-workflow, the repo this skill ships in.
SwmmStormwaterExperimentationauditPattern AnalysisModel Improvement
Also in Zhonghao1995/agentic-swmm-workflow
View the repoDraft a well-formed new skill (a SKILL.md scaffold, optionally with scripts/references) from a described recurring need, for human review an...
Synthesize a plausible SWMM drainage network from public data (OSM streets + DEM) when NO real pipe-network data exists — input is just a bb...
Assemble a runnable SWMM INP deterministically from subcatchment geometry/attributes, merged parameter JSON, network JSON, and climate refer...
Calibration and validation scaffold for EPA SWMM. Use when an agent needs to (1) compare simulated vs observed flow, (2) evaluate candidate...
Fetch a ready-to-run SWMM model for any Canadian area from the SWMMCanada upstream service — real published municipal storm pipes where a su...
Deterministic rainfall/climate formatting for SWMM. Use when converting timestamped rainfall CSV files into SWMM-ready [TIMESERIES] lines an...
Score a completed SWMM run against a configurable YAML rulebook of design checks — GB50014-style standards for real catchments, or the refer...
Top-level orchestration skill for agentic SWMM modelling. Use when an agent needs one entrypoint that decides which module tools to run, in...
Consolidate Agentic SWMM run artifacts into auditable provenance, comparison records, and local Obsidian audit notes. Use after any SWMM bui...
GIS/DEM preprocessing for SWMM experiments using the user's own QGIS/GRASS layers. Use when the user asks to (1) delineate subcatchments thr...
Network QA of an existing INP (disconnected nodes, missing outfalls, adverse or zero slopes) is one call, network_qa, so call it first. Also...
Deterministic mapping from land use and soil texture to SWMM runoff/subarea and Green-Ampt infiltration parameters. Use when generating firs...
Other Research skills
Investigate a question against high-trust primary sources and capture the findings as a Markdown file in the repo. Use when the user wants a...
X/Twitter public sentiment research for recent market, company, product, or community discourse. Use when the brief asks what people are say...
Recent community and social trend research over the last 30 days. Use when the brief asks what people are saying now, recent sentiment, comm...
Build an auditable evidence map for a contested technical choice, research synthesis, proposal review, or consequential decision. Use when C...
Organize research — manage references, notes, and collaboration.
查询 AI HOT 的中文 AI 资讯、精选、当前热点和日报。用户询问今天或最近的 AI 新闻、AI 圈动态、大模型或产品发布、OpenAI/Anthropic/Google 最新...