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Author entitled usage skills: piccolissimo + intonatissimo - #617

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aarontrowbridge merged 4 commits into
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skills/issimo-usage
Aug 27, 2026
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Author entitled usage skills: piccolissimo + intonatissimo#617
aarontrowbridge merged 4 commits into
mainfrom
skills/issimo-usage

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Closes #615.

First two skills at the new entitled tier (companion PR: resolver staging gate) — usage altitude per spec §A1.2's content policy: teach what to put in solve.jl; zero module trees, src/ paths, or internals (grep-verified). 63-symbol mechanical sweep against package source: zero misses. Gauss–Newton stays configuration-level; ILC is public-API loop usage only; delivery-mode caveats (HP-mode sysimage / private-registry sandbox; not in the default provisioned env) stated up front in both.

Bonus from the verification pass: four drifts found in the internal dev skills while verifying symbols against live source — filed as a follow-up on the vault repo (correction loop working as designed).

Usage-altitude guide for the entitled Piccolissimo tier: spline-integrator
selection for Piccolo problems, adjoint robustness objectives + RobustControlProblem,
Gauss-Newton solver configuration (iteration caps, tolerances, eval_hessian /
exact_hessian levers), Magnus algorithm selection + substep sizing, warm-start
idioms. Delivery-mode caveat: issimo entitlement, HP-mode sysimage or
private-registry sandbox; not in the default provisioned env.

Content policy per spec-20260827-162500 A1.2/A1.5: every symbol verified against
package source; configuration-level only (no Hessian/Jacobian structure, no module
trees, no src/ paths, no how-to-modify recipes, no roadmap).

Part of #615
Usage-altitude guide for the entitled Intonatissimo tier: measurement-matching
objective trio (MeasurementMatchingObjective / MeasurementParam / update_targets! /
update_weights!), the subproblem family (build_subproblem, build_calibration_subproblem,
update_subproblem!, update_pinned_values!), public-API ILC loop usage over Intonato's
PulseTuningProblem chassis (ILCStrategy modes + kwargs, Learn declarations,
compute_ilc_targets semantics), and the error-channel surface at call level with the
environment branch-pairing caveat. Delivery-mode caveat: issimo entitlement, HP-mode
sysimage or private-registry sandbox; not in the default provisioned env.

Content policy per spec-20260827-162500 A1.2/A1.5: public-API loop usage only —
strategy internals stay in the internal dev skill; every symbol verified against
package source.

Part of #615
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@aarontrowbridge
aarontrowbridge marked this pull request as ready for review August 27, 2026 21:48
@aarontrowbridge
aarontrowbridge merged commit 8b94026 into main Aug 27, 2026
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aarontrowbridge deleted the skills/issimo-usage branch August 27, 2026 21:48
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Author entitled usage skills: piccolissimo + intonatissimo (surface: entitled, usage altitude)

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