42 tagged calibration, measured the same way as everything else here.
Browse within: Evaluation 12agent-framework 12agent-memory 12benchmark 12bayesian-inference 5data-assimilation 5derivative-free-optimization 5ensemble-kalman-filter 5ensemble-kalman-inversion 5
CliMA/EnsembleKalmanProcesses.jl
Skill Claude CodeCodex
Add concise Base.show and Base.summary methods to Julia types whose default REPL representation is unhelpful or overwhelming. Use this skill whenever the user mentions that a type prints badly in the REPL, asks to improve how an object is displayed or printed, wants a custom show, summary, or repr for a Julia type, or…
CliMA/EnsembleKalmanProcesses.jl
Skill Claude CodeCodex
Add or normalise Julia docstrings on public symbols (exported types, functions, and constants) so the package's public API is fully self-documenting and the Documenter.jl docs build passes its checkdocs check. After writing docstrings, also updates docs/src/API/ pages so every exported symbol appears exactly once…
CliMA/EnsembleKalmanProcesses.jl
Skill Claude CodeCodex
Rewrite vague, delayed, or low-context Julia error messages into structured, actionable diagnostics. Invoke this skill whenever the user mentions: error message, improve errors, rewrite @assert, ArgumentError, DimensionMismatch, DomainError, vague error, error rewrite, Julia exception, diagnostic, throw, validation…
Skill Claude CodeCodex
Reasoning protocol distilled from Claude Fable 5. Makes any model reason like Fable — evidence-grounded claims, multi-hypothesis diagnosis, concrete simulation, adversarial self-review, calibrated outcome-first delivery. Its never-skipped Floor check catches simple-looking trick questions models answer confidently…
Skill Claude CodeCodex
Use when you want a per-claim evidence-tier audit on a text artifact before it ships — assign T1-T6 tiers to every load-bearing claim, surface calibration mismatches (high confidence on weak evidence, or honesty-theater under-claiming), and flag P11 (citation-as-decoration), P17 (pile-of-anecdotes-as-evidence), P54…
Skill Claude CodeCodex
The end-to-end procedure for auditing one already-published post to a scientific-organization standard. It chains the adversarial skills and — critically — re-runs the auditor on the CORRECTED post to confirm it now passes clean before committing. We are a scientific organization; we do not ship missteps. Run EVERY…
Skill Claude CodeCodex
Build and extend the Dungeon OS 3D world (the live Three.js renderer in agora-game-server/static/index.html). Use whenever the task touches the dungeon scene, agent avatars in 3D, tiles/walls/props, lighting, the isometric camera, post-processing/bloom, sprites/labels, or "the game looks flat/cheap/laggy/should look…
Skill Claude CodeCodex
SEO + AI-search (AEO/GEO/LLMO) optimizer for the Agora storefront (dancenitra.github.io/agora) — a bilingual EN/SK static research blog on GitHub Pages. Synthesized from 37 SEO YouTube transcripts (vault 04 Resources/raw/YouTube Transcripts - SEO Ranking/) into an actionable pre-publish checklist + site-wide technical…
Skill Claude CodeCodex
Detect when a task is being repeated often enough to be worth automating, then propose the right automation — a PROGRAM (deterministic script) or a SKILL (reusable judgment procedure). Analyzes the current session, the memory/ record, or an observation log; classifies program-vs-skill; estimates payoff; drafts the…
Skill Claude CodeCodex
Extract structured fields from a source — paper, web page, API doc, or UI screenshot — and save a queryable record to memory/catalog/. Domain-agnostic. Use to build a personal index of things you'll want to find again, compare side-by-side, or reference in later decisions. Complements wick-research (which finds) and…
Skill Claude CodeCodex
Produce a one-paragraph narrative summary of a CHANGELOG.md version entry — suitable for release announcements, blog posts, or social copy. Preserves technical specifics (file paths, command names, counts) rather than vaguifying them. Defaults to the latest version; optionally takes a version like "v1.0.0". Refuses to…
Skill Claude CodeCodex
Use this skill when building, running, calibrating, validating, or diagnosing SWAT+ hydrological models. Triggers include SWAT+, watershed modeling, streamflow simulation, hydrograph calibration, USGS discharge matching, routing failures, and outlet selection debugging.
Skill Claude CodeCodex
Judgment ledger — log a prediction, review or resolve pending assessments, and generate calibration or bias maps from your track record.
Skill Claude CodeCodexCursor
The scientific thinking protocol for AI agents. Use when facing complex, ambiguous, or high-stakes questions where guessing is costly — technical design decisions, architecture choices, debugging theories, data claims, security judgments, or any answer the agent is tempted to give confidently without evidence.…