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Model Ollama chat thinking separately from final content, preserve it only across assistant tool-call continuation, and keep private reasoning out of user results, session context, and logs.
Accept native boolean and low/medium/high/max think values, normalize YAML booleans, and serialize explicit overrides using the native top-level chat field.
Stop forcing think=false for structured planning, skill selection, and context summaries; corrected retries now retain the configured thinking mode.
Update the specification, design, audit report, and requirement traceability for OLL-14.
Add request/response, configuration, observability, retry, and tool-continuation coverage. Verified with 92 passing Agent.Core tests and a deepseek-v4-flash:cloud think:true MCP operational run.
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fixes
## P3: Session/Planning Foundation
### PlanAsync / RunAsync flow separation (Design §8.4)
- AgentRuntime.ExecuteAsync now follows a two-phase lifecycle:
1. Planning: generate Initial TaskGraph via Ollama structured output
2. Running: execute ready Tasks (dependencies satisfied) in
critical-path then creation order
- Sandbox Task Resource (BeginTask/EndTask) is applied at RunAsync
time, not PlanAsync time (Design constraint)
- QueuedTaskWorker transitions to Planning; ExecuteAsync transitions
to Running internally
### PlannerService (new: src/Agent.Core/Runtime/PlannerService.cs)
- PlanAsync: uses Ollama ChatStructuredAsync with JSON Schema to
generate a TaskGraph with per-Task requires_external_effect
- ReplanAsync: rebuilds TaskGraph after policy deny, preserving
completed tasks (Design §8.4)
- Fallback: single-task plan with conservative estimates when
structured output fails or returns empty
- Pure analysis tasks get RequiresExternalEffect=false with at
least 1 Task (Design constraint)
### PlanResult / PlanSchema (new: src/Agent.Core/Runtime/PlanResult.cs)
- JSON model for LLM structured output during Planning
- JSON Schema with tasks array: description, dependencies (by index),
budget_class, PERT estimates, requires_external_effect
### requires_external_effect integration (P2 + P3)
- Removed keyword heuristic RequiresExternalEffect() from AgentRuntime
- Removed tool-name-counting RequiredToolCalls() from AgentRuntime
- ToolUseGuard now receives PlannerTask.RequiresExternalEffect
(set by Planner during Planning, not by keyword matching)
- requires_external_effect is NOT always true; it is a per-Task
attribute determined by the Planner (Design constraint)
### RunAsync / ready Task execution
- SelectNextReadyTask: dependencies satisfied, not completed/failed,
critical path first then creation order
- Each PlannerTask executed via ExecutePlannerTaskAsync (LLM
chat-with-tools iteration loop)
- TaskGraph.AddUsage records per-Task token usage for CPM tracking
### Replan implementation
- Policy deny (InvalidOperationException with "denied by sandbox
policy") triggers ReplanAsync, up to max 3 replan attempts
- Failed task is marked Failed in TaskGraph before replan
- Registry transitions back to Running for replan iteration
## P3-A: AgentSession + TaskGraph ownership
### AgentSession expansion (src/Agent.Core/Sessions/AgentSession.cs)
- Added Summary, ExecutionResults, TaskGraphs
(ConcurrentDictionary<Guid, TaskGraph>)
- TaskGraph is per-MCP-Task (1 agent_run = 1 TaskGraph), NOT shared
per-Session (Design constraint)
- Added CompactConversation, CompactExecutionResults, SetSummary
methods for context summary compaction
### ExecutionResult (new: src/Agent.Core/Sessions/ExecutionResult.cs)
- Records tool execution results in session for context summary
- Fields: TaskId, ToolName, Success, Output
### SessionStore (src/Agent.Core/Sessions/SessionStore.cs)
- Added Sessions property for TaskGraphToolHandler to resolve graphs
by TaskId across sessions
### sessionId threading
- IInternalToolBackend.BeginTaskAsync signature changed to include
sessionId parameter
- InternalToolDispatcher, WindowsToolBackend, TaskGraphToolHandler
updated to thread sessionId through
- task_update schema includes requires_external_effect property
- McpHost and Program.cs pass SessionStore to TaskRegistry
## P3: Context Summary (Design §9.3)
- Context utilization = latest prompt_eval_count / num_ctx
(NOT cumulative InputTokens) (Design constraint)
- TryContextSummary: compacts old Conversation/ExecutionResults when
utilization exceeds 80% threshold
- AgentRuntimeSettings: added NumCtx, ContextSummaryThreshold,
ConversationKeepLastN, ExecutionResultsKeepLastN
- OllamaResult: added PromptEvalCount field
- OllamaClient: passes PromptEvalCount from OllamaChatResponse
## P3: ExecutionResults Session recording
- ExecutePlannerTaskAsync records each tool execution result via
session.AppendExecutionResult for context summary and audit
## Windows test fixes
### SandboxPolicyException catch (src/Agent.Windows/Tools/WindowsToolBackend.cs)
- ExecuteAsync now catches SandboxPolicyException and returns
ToolExecutionResult(false, ..., RetryAllowed: false) instead of
propagating the exception
- Fixes Dir_mkdir_outside_approved_root_is_denied and
File_edit_rename_rejects_outside_approved_root tests
### LoopbackExemption cleanup (tests/Agent.Windows.Tests/SecurityPolicyTests.cs)
- Recovery_after_crash: added pre-clean and try/finally to ensure
LoopbackExemption is always removed, even on assertion failure
- Independent_process_crash: added pre-clean to remove residual
loopback exemption from prior test failures
- Fixes 7 Independent_process_crash scenarios that were failing due
to LoopbackExemption residue from Recovery_after_crash
## Test updates (tests/Agent.Core.Tests/PromptAndRuntimeTests.cs)
- FakeOllamaClient implementations updated with ChatStructuredAsync
and ChatWithToolsAsync overrides to support Plan/Run flow
- RecordingOllamaClient: returns single-task plan JSON for
ChatStructuredAsync, tracks all call types
- ToolCallingOllamaClient: returns plan with
requires_external_effect=true for file edit tasks
- Test expectations updated for Plan+Run call counts and token
accounting (Plan tokens not added to registry usage)
## Documentation updates
- Design.md §7.7: requires_external_effect is set by Planner during
Planning, not keyword heuristic
- Design.md §8.4: Plan/Run phase separation, replan after policy deny
- Design.md §9.3: context utilization formula clarified
- ImplementationPlan.md §10.3: Plan/Run flow, replan, Context Summary
## Test results (all passing)
- Agent.Core.Tests: 61/61
- Agent.Planner.Tests: 10/10
- Agent.Windows.Tests (elevated): 41/41
- Build: 0 errors, 0 warnings
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