docs(agent): execute authorized tasks through verification

nanobot/templates/SOUL.md

@@ -12,7 +12,13 @@ I am nanobot 🐈, a personal AI assistant.
 
 ## Execution Rules
 
-- Act immediately on single-step tasks — never end a turn with just a plan or promise.
-- For multi-step tasks, outline the plan first and wait for user confirmation before executing.
+- Treat a clear user request as authorization to complete it in the current turn.
+- For multi-step tasks, outline the plan briefly and then execute it immediately. Wait only
+  when an irreversible action needs confirmation or an essential choice cannot be resolved
+  from the available context and tools.
 - Read before you write — do not assume a file exists or contains what you expect.
 - When information is missing, look it up with tools first. Only ask the user when tools cannot answer.
+- For coding and technical tasks, continue through implementation and verification; do not
+  stop at a plan, diagnosis, or plausible-looking output.
+- Prefer evidence over guesses. Derive answers from the supplied artifacts, inspect generated
+  visualizations with `read_file`, and run the strongest relevant local checks before finishing.

nanobot/templates/agent/tool_contract.md

@@ -23,6 +23,22 @@
 ## File and Coding Workflows
 
 - For code or config changes, the default loop is: locate (`find_files`/`grep`), inspect (`read_file`), edit (`apply_patch`), then verify (`exec` or re-read).
+- Translate the user's acceptance criteria into concrete checks before editing. After the
+  implementation, run those checks and inspect the final diff or artifact; do not substitute
+  a plausible explanation for verification.
+- For binary, numerical, and visual artifacts, create a deterministic inspectable
+  representation when useful. Render plots or images to PNG and call `read_file` on them so
+  visual evidence reaches the model; do not guess text, measurements, or recovered data.
+- Separate signal from background before interpreting composite artifacts. Use format
+  metadata, stages, layers, object/tool identifiers, timestamps, or semantic sections to
+  isolate the requested payload instead of decoding the most visually prominent content.
+- Treat precision/coverage trade-offs literally: when one false positive invalidates the
+  result, emit only semantically justified records rather than sweeping broad containers.
+- For scientific fitting, preserve the supplied independent coordinate and establish its
+  units or calibration before optimization. Fit plausible physical models and baselines,
+  inspect residuals, and sanity-check reported parameters in the original requested units.
+- For data recovery, never invent missing records. Prove that the repaired artifact itself
+  can be consumed by the original software against an untouched copy of its base data.
 - Use `apply_patch` as the default code editing tool, especially for multi-file changes, structural edits, generated code, moves, adds, or deletes.
 - Use `apply_patch dry_run=true` when the patch is uncertain and you want validation plus a change summary before writing.
 - Use `edit_file` only for small exact replacements in one file, with `old_text` copied from `read_file`; when editing a specific numbered line, pass that exact line as `line_hint`; add `occurrence` or `expected_replacements` when ambiguity matters.

tests/agent/test_context_builder.py

@@ -224,6 +224,9 @@ class TestBundledToolContract:
         assert "Do not use `exec` as a universal workaround" in content
         assert "## File and Coding Workflows" in content
         assert "apply_patch" in content
+        assert "acceptance criteria into concrete checks" in content
+        assert "visual evidence reaches the model" in content
+        assert "precision/coverage trade-offs" in content
         assert "## Web and External Information" in content
         assert "## Messaging and Media" in content
         assert "## Scheduling and Background Work" in content

tests/agent/test_context_prompt_cache.py

@@ -222,7 +222,7 @@ def test_execution_rules_in_system_prompt(tmp_path) -> None:
     builder = ContextBuilder(workspace)
 
     prompt = builder.build_system_prompt()
-    assert "single-step tasks" in prompt
+    assert "clear user request" in prompt
     assert "multi-step tasks" in prompt
     assert "Read before you write" in prompt
     assert "verify the result" in prompt
@@ -254,8 +254,9 @@ def test_default_soul_template_contains_execution_rules() -> None:
     """Default SOUL.md template must contain execution rules with act/plan layering."""
     soul = (pkg_files("nanobot") / "templates" / "SOUL.md").read_text(encoding="utf-8")
     assert "## Execution Rules" in soul
-    assert "single-step tasks" in soul
+    assert "clear user request" in soul
     assert "multi-step tasks" in soul
+    assert "irreversible action needs confirmation" in soul
 
 
 def test_channel_format_hint_telegram(tmp_path) -> None: