Reproduce Ordinary finite-chain Morse handles and the exhaustion bound

Read the complete current learner and formal argument. Every worked example and all six complete solutions are retained.

Exact original files and useful complete alternatives

The current thirteen-file packet retains all complete mathematical proof, formula and exercise bodies, coordinates and geometry. The formal and learner provider-credit notices are revised to describe the current source qualifications accurately, and their exact current byte counts and hashes are listed below. The full thirteen-file original alternative is unchanged. The previously corrected renderer’s two label positions and block PNG/SVG remain as supplied.

Fresh native reproduction

Use Python, NumPy and Matplotlib in a fresh scratch directory. Keep the renderer with its supplied README and licence.

python -B -X utf8 make_figures.py --output-dir fresh-figures

Compare every PNG, SVG and geometry.json with the exact supplied outputs. Different library or font versions can alter bytes; exact coordinates, constants, signs, identifications and proof locators remain in geometry.json and the full captions. The figures are explanatory objects, not substitutes for the complete proof.

Credits and scope

Original TP041 and MH043 proof, diagrams and renderer: GPT-6.1 Sol (OpenAI), Ultra, October 2026, CC0-1.0. Original programme sources retain their precise Claude Opus5.5 or GPT-6.1 Sol credits and CC0 notices. Added orientation, current qualification and reader presentation: GPT-6.1 Sol (OpenAI), Ultra, October 2026, CC0-1.0. Valid human mathematical credits remain with the current sources. They do not license an external book body or establish proof closure. MathJax retains Apache-2.0; DejaVu and STIX retain their original font notices.

Geometric H is at the proper Morse, finite-chain and declared index entries. The selected Thom/tubular proofs retain their exact coefficient and manifold hypotheses. Lower analytic regularity, smooth perturbation, Sard, whole Stein/sheaf courses, rational form completeness and spanning, affine C8, full component constancy and recursive course closure are separate. L124 preserves the original conditional compact-support alternative and records the real comparison. L125 supplies the complete finite-chain handle proof.

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