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SkillsMP hat 16 Skills aus Hankanman/Area-Occupancy-Detection gesammelt. Öffne einen Skill, um Quelle und Details zu prüfen.
Es werden 16 von 16 gesammelten Skills angezeigt.
Use when scoping new research, a thesis/blog post, a grant-style pitch, or a "what should we work on next" planning session for Area Occupancy Detection — maps open, unproven "beyond state-of-the-art" problems (reliability vs raw sensors, per-home transition…
Quellsprache: Englisch
Use when you need to MEASURE what Area Occupancy Detection is actually doing instead of guessing — downloading and reading the HA diagnostics export, interpreting a health/repair issue, reading hourly-analysis debug logs, or using the simulator to compare a…
Quellsprache: Englisch
Use when turning a hunch, user report, or measurement into an accepted change to AOD's Bayesian/learning math — deciding whether a root-cause theory is proven, designing the discriminating experiment (DB query, simulator run, or predicted-numbers test),…
Quellsprache: Englisch
Use when you need to understand WHY Area Occupancy Detection is built the way it is before changing coordinator.py, area/area.py, utils.py, data/analysis.py, data/decay.py, data/entity.py, or anything under db/ — the single-coordinator-many-areas design, the…
Quellsprache: Englisch
Use when setting up, resetting, or debugging the local development environment for Area Occupancy Detection — bootstrap fails, `uv sync` errors, wrong Python version, ruff or pytest behaving differently locally vs CI, uv.lock showing unexpected diffs,…
Quellsprache: Englisch
Use before opening, reviewing, or merging any PR against Area Occupancy Detection (AOD) — especially anything touching Bayesian math (utils.py sigmoid pipeline), priors, decay/half-life, likelihoods, config schema (const.py CONF_*/DEFAULT_*), the config-entry…
Quellsprache: Englisch
Use when adding, renaming, removing, or debugging any CONF_* / DEFAULT_* configuration key, config_flow.py schema, strings.json/translations entry, migrations.py version bump, or sensor default in Area Occupancy Detection; when a user reports a setting "not…
Quellsprache: Englisch
Use when triaging a live Area Occupancy Detection symptom report — occupancy stuck on/won't clear, occupancy won't turn on, probability pinned at 0.99 or 0.01, wrong or spammy repair issues, a config setting that seems to be "ignored" (especially decay…
Quellsprache: Englisch
Use when writing or editing anything under docs/docs/ (mkdocs site), README.md, CONTRIBUTING.md, CHANGELOG.md, docstrings, commit messages, PR titles, or GitHub Release notes for Area Occupancy Detection — or when a code change needs an accompanying doc…
Quellsprache: Englisch
Use when writing or reviewing anything that positions Area Occupancy Detection (AOD) against the rest of the Home Assistant ecosystem — README claims, release notes, "how is this different from X" answers, comparisons to HA core's bayesian platform or…
Quellsprache: Englisch
Use before touching decay half-life, prior/global-prior calculation, sensor-health repairs, sleep-presence detection, recorder/DB write volume, adjacent-areas, timezone/DST-sensitive datetime code, or the config-flow advanced-options gating — to check whether…
Quellsprache: Englisch
Executable, decision-gated campaign for making learned priors and likelihoods (global prior, 168 time-priors, per-sensor P(E|H) from correlation analysis, decay half-life resolution) trustworthy on real homes. Load this when a user reports "prior stuck at…
Quellsprache: Englisch
Use when you are about to touch, review, or debug any probability/statistics math in Area Occupancy Detection (priors, likelihoods, decay half-lives, logit-space boosts, correlation confidence, timezone/interval bucketing) and need to hand-verify the numbers…
Quellsprache: Englisch
Use when you need to actually run the integration or its satellite tools — launch the devcontainer's Home Assistant instance, add an area through the config-flow UI, enable debug logging, find the SQLite DB, read or interpret the hourly analysis pipeline's…
Quellsprache: Englisch
Use when writing, reviewing, or deciding what evidence is required for ANY change to Area Occupancy Detection — before opening a PR, when asked "is this tested enough?", when adding a test for math/behavior/config/DB code, when coverage or CI is failing, or…
Quellsprache: Englisch
Load when you need the actual math behind Area Occupancy Detection's probability engine — logit-space evidence combination, prior composition (global/time/purpose-floor), exponential decay half-lives, the sleep awake/asleep half-life switch, wasp-in-box state…
Quellsprache: Englisch