Smart macros — record once, replay many (literal + LLM-adaptive)#4
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Adds the macro recording/replay system from goal/009:
- mobile_use/record_replay.py: `_ui_fingerprint(helpers)` digest (top-N
labels, focused element, app bundle id, ~200 bytes), `annotate(intent)`
ctx mgr that attaches intent + fingerprint to journal entries, sidecar
.jsonl alongside the .py script, `replay_smart(script, helpers, llm)`
literal-first / LLM-fallback engine, `MacroStepFailed` with rich context
for skip-vs-raise recovery.
- mobile_use/agent_loop.py: `retarget_action(intent, recorded_fp,
current_ui, llm)` reuses agent prompt scaffolding, mockable callable LLM.
- mobile_use/macro.py + cli.py: `mobile-use macro {record,replay,list,show}`
CLI. Flags: --smart/--literal (default literal), --intent <txt> for record,
--dir <path> (default ~/.mobile-use/macros/).
- docs/macros.md: end-to-end walkthrough.
- README + SKILL: smart-macro example + when-to-use vs agent loop guidance.
Tests: 68 new (record_replay + smart_replay + macro_cli). Full suite 611 pass.
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Summary
record_replay._ui_fingerprint(helpers)— lightweight screen digest (top-N labels, focused element, app bundle id, ~200 bytes).record_replay.annotate(intent)context manager — attaches intent + fingerprint to journaled actions; backward-compat outside annotate blocks (unchanged behavior).record_replay.replay_smart(script, helpers, llm=None, on_failure='raise')— per-step probe; if fingerprint matches → literal replay, if drift →retarget_action()via LLM → execute adapted action;MacroStepFailedraised (or skipped) with rich context on irrecoverable mismatch.agent_loop.retarget_action(intent, recorded_fp, current_ui, llm)— reuses agent prompt scaffolding; mockable callable LLM.mobile-use macro {record,replay,list,show}CLI subcommand. Flags:--smart/--literal(default literal),--intent <txt>for record,--dir <path>(default~/.mobile-use/macros/).docs/macros.md— full walkthrough; README + SKILL updated with example.Test plan
python3 -m pytest tests/ -q→ 611 passed locally (was 556 → 68 new macros tests)mobile-use macro record demo, run flow,mobile-use macro replay demo(literal) +mobile-use macro replay demo --smart(LLM-adaptive)Notes