{"schema_version":"onlylabs.public_signal.v1","title":"Microsoft Repo: microsoft/amplifier-bundle-windows-shell","description":"Microsoft repo signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/595470f6-8d4b-4c02-b5d7-a5c751111dca","json_url":"https://onlylabs.fyi/signals/595470f6-8d4b-4c02-b5d7-a5c751111dca/signal.json","generated_at":"2026-08-28T16:51:55.588Z","evidence_latest_fetched_at":"2026-08-16T07:04:43.775437+00:00","signal_first_seen_at":"2026-08-16T07:03:12.66053+00:00","org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab","category_label":"Frontier lab","dossier_url":"https://onlylabs.fyi/labs/microsoft","dossier_json_url":"https://onlylabs.fyi/labs/microsoft/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/595470f6-8d4b-4c02-b5d7-a5c751111dca","signal_json":"https://onlylabs.fyi/signals/595470f6-8d4b-4c02-b5d7-a5c751111dca/signal.json","source":"https://github.com/microsoft/amplifier-bundle-windows-shell","lab_dossier":"https://onlylabs.fyi/labs/microsoft","lab_dossier_json":"https://onlylabs.fyi/labs/microsoft/dossier.json","analysis":"https://onlylabs.fyi/analysis/microsoft","analysis_json":"https://onlylabs.fyi/analysis/microsoft/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/microsoft/evidence.json","category":"https://onlylabs.fyi/frontier","category_json":"https://onlylabs.fyi/frontier.json","category_feed":"https://onlylabs.fyi/frontier/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json","topic":null,"topic_signals_json":null,"topic_feed":null,"data_business":null},"answer_pack":{"answer":"Microsoft published microsoft/amplifier-bundle-windows-shell (Python). 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Amplifier's `bash` tool is the single largest tool surface in the product — **54.4% of real tool traffic** in a 30-day sample of actual usage. On Windows it resolves to WSL bash, Git Bash, or nothing at all. This bundle adds `pwsh`, so agents on Windows get a shell that is actually native to the machine they are running on. Install ```bash amplifier bundle add ./amplifier-bundle-windows-shell --app ``` Composing it `--app` makes it available to every session. That is safe on any platform: on non-Windows hosts the tool degrades without error rather than failing to mount. What you get | | | |---|---| | `pwsh` tool | PowerShell execution with a Win32 Job Object, pinned encoding, and correct exit-code semantics | | Safety profiles | `strict` / `standard` / `permissive` / `unrestricted` — same config surface as `tool-bash` | | Windows context..."},"evidence_pages":[],"related_signals":[{"id":"4ab0d7b4-9538-4457-991b-5e4385d3b776","url":"https://onlylabs.fyi/signals/4ab0d7b4-9538-4457-991b-5e4385d3b776","source_url":"https://github.com/microsoft/amplifier-smart-tools","title":"microsoft/amplifier-smart-tools","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-08-27T04:30:36+00:00","first_seen_at":"2026-08-27T07:01:38.546816+00:00","date_source":"source"},{"id":"2278a739-8464-4712-adde-51c1f87f4914","url":"https://onlylabs.fyi/signals/2278a739-8464-4712-adde-51c1f87f4914","source_url":"https://github.com/microsoft/amplifier-smart-tool-tmux","title":"microsoft/amplifier-smart-tool-tmux","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-08-27T02:59:40+00:00","first_seen_at":"2026-08-27T07:01:38.546816+00:00","date_source":"source"},{"id":"aeee119d-eeac-4820-80db-25d40c42d4be","url":"https://onlylabs.fyi/signals/aeee119d-eeac-4820-80db-25d40c42d4be","source_url":"https://github.com/microsoft/amplifier-drumbeat","title":"microsoft/amplifier-drumbeat","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-08-25T18:26:09+00:00","first_seen_at":"2026-08-28T07:00:41.933083+00:00","date_source":"source"},{"id":"a0ce74c0-bfcf-41cd-85de-a12bd3eebb28","url":"https://onlylabs.fyi/signals/a0ce74c0-bfcf-41cd-85de-a12bd3eebb28","source_url":"https://github.com/microsoft/FTBootcampSydney2026-AppInsightsMCP","title":"microsoft/FTBootcampSydney2026-AppInsightsMCP","context":"C#","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-08-19T02:04:32+00:00","first_seen_at":"2026-08-19T07:00:41.154617+00:00","date_source":"source"},{"id":"58c4962b-85cf-4f29-a498-163a7fadf279","url":"https://onlylabs.fyi/signals/58c4962b-85cf-4f29-a498-163a7fadf279","source_url":"https://github.com/microsoft/ANZ2026PPBOOTCAMP","title":"microsoft/ANZ2026PPBOOTCAMP","context":null,"kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-08-18T02:13:12+00:00","first_seen_at":"2026-08-18T07:00:40.826964+00:00","date_source":"source"},{"id":"7aec1020-abb7-4669-99e5-ec431aab284b","url":"https://onlylabs.fyi/signals/7aec1020-abb7-4669-99e5-ec431aab284b","source_url":"https://github.com/microsoft/ESS","title":"microsoft/ESS","context":null,"kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-08-14T15:50:59+00:00","first_seen_at":"2026-08-15T07:00:39.886815+00:00","date_source":"source"}]}