MathModeling-Skills-Arsenal / contest-orchestrator
AGENTS.md14 starsChanged 11 days agoApache-2.0View on GitHub
Maintain a deterministic mathematical-modeling contest orchestrator. The v4.18 stable release provides evidence-bound COLLAB decision gates, claim-driven visual planning, capability-driven appendix coverage, and dedicated provenance for problem-analysis flowcharts, technical-roadmap diagrams and scientific schematics, while preserving scope selection, typed model-blueprint composition, structured per-subproblem modeling evidence, modeling-solution input/derivation contracts, cross-question symbol/interface checks, abstract evidence/numeric provenance, source-level layout/reference checks, formal-delivery drift detection, literature landing, strict LaTeX appendix input/material/minted checks, Windows-safe UTF-8 LaTeX fallback, and reproducible replay. Run these checks before a release: The current…
1 other project uses a version of this.
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- hua695/MathModeling-Skills-Arsenalword for word, first seen Oct 25, 2026
Other versions1 project uses a version of this.
Word for word · 1
- hua695/MathModeling-Skills-Arsenal★ 12100% same
Edited · 0
None found.
Wrote their own version · 0
None found.
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
Where files are headingNew AGENTS.md files have more rules about keeping secrets out of the code, and fewer about code style.
Of the AGENTS.md files we read, the 31,774 first seen in the last six months, against the older ones: the kind of rule that gained most share, and the kind that lost most. About files like this in general, not this one, and an estimate, since a kind is a pattern in the words.
In this repository39 other files it gives its agents.
- AGENTS.mdAGENTS.md
- skills/04-figures/tech-route-maker/AGENTS.mdAGENTS.md
- skills/03-writing/bzd-review-paper/CLAUDE.mdCLAUDE.md
- skills/04-figures/tech-route-maker/CLAUDE.mdCLAUDE.md
- contest-orchestratorSkill
- data-science-stackSkill
- heuristic-algorithmsSkill
- math-model-selectorSkill
- pyomoSkill
- academic-writingSkill
- bzd-review-paperSkill
- mathmodel-latex-skillSkill
- 论文辅助Skill
- drawio-diagramSkill
- figure-generationSkill
- fireworks-tech-graphSkill
- modelviz-skillSkill
- scipilot-figure-skillSkill
- tech-route-makerSkill
- tikz-scientific-figuresSkill
- browser-cdpSkill
- humanizer-zhSkill
- markitdown-skillSkill
- web-accessSkill
- darwin-skillSkill
- self-improvementSkill
- skill-audit-cleanupSkill
- story-coverSkill
- story-deslopSkill
- story-importSkill
- story-long-analyzeSkill
- story-long-scanSkill
- story-long-writeSkill
- story-reviewSkill
- story-setupSkill
- story-short-analyzeSkill
- story-short-scanSkill
- story-short-writeSkill
- storySkill
The file
We split this AGENTS.md into the rules it gives an agent
5 rules. About 1 is common, 4 are distinctive, and 0 are very specific to this project.
≈1
Common · estimate
Many files like this have a rule of this kind.
≈4
Distinctive · estimate
This author's own choices. Worth a look.
0
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 10
Never run destructive Git cleanup or reset commands.
- Distinctive: line 11
Do not write live contest artifacts into this skill directory.
- Distinctive: line 12
Use isolated temporary directories for generated test papers and reports.
- Common: line 13
Keep secrets and personal identifiers out of source, fixtures, and reports.
- Distinctive: line 26
Run these checks before a release:
≈ “Common” is an estimate: at least 1 in 5 of the 40,246 AGENTS.md files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
contest-orchestrator development rules
Goal
Maintain a deterministic mathematical-modeling contest orchestrator. The v4.18 stable release provides evidence-bound COLLAB decision gates, claim-driven visual planning, capability-driven appendix coverage, and dedicated provenance for problem-analysis flowcharts, technical-roadmap diagrams and scientific schematics, while preserving scope selection, typed model-blueprint composition, structured per-subproblem modeling evidence, modeling-solution input/derivation contracts, cross-question symbol/interface checks, abstract evidence/numeric provenance, source-level layout/reference checks, formal-delivery drift detection, literature landing, strict LaTeX appendix input/material/minted checks, Windows-safe UTF-8 LaTeX fallback, and reproducible replay.
Protected state
- Preserve all existing user changes and untracked competition replay data.
- Never run destructive Git cleanup or reset commands.
- Do not write live contest artifacts into this skill directory.
- Use isolated temporary directories for generated test papers and reports.
- Keep secrets and personal identifiers out of source, fixtures, and reports.
Architecture
SKILL.mdis the concise entrypoint and router;VERSIONis the single version source.- Detailed operational policy belongs in
references/. - Deterministic checks belong in
scripts/and must return meaningful exit codes. - Data result figures route through
ModelViz → scipilot-figure-skill; problem-analysis flowcharts and technical-roadmap diagrams route totech-route-maker; mechanism, force and geometry schematics route totikz-scientific-figures; Draw.io is explicit-request only. scope_router.pyis the read-only scope/evidence planner;delivery_all.pyis the canonical end-to-end delivery command for FULL_CONTEST.- Academic prose is routed through the local
academic-writingadapter; claim-centered editing is opt-in and itsmathmodel_patch_guard.pymust pass before a prose patch is merged into a contest paper.
Validation
Run these checks before a release:
python -m compileall -q scripts tests planner memory
python -m unittest discover -s tests -p "test_*.py"
python scripts/skill_health_check.py . --strict --smoke
python -X utf8 <skill-creator-root>/scripts/quick_validate.py .
python scripts/replay_profiles.py --strictThe current stable release is 4.18. Preserve full-contest-legacy as the v4.16 compatibility baseline.
Does it work?
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Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

