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feat(estimation): add cost and risk estimation actor #209

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opened 2026-02-22 23:40:07 +00:00 by freemo · 5 comments
freemo commented 2026-02-22 23:40:07 +00:00
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Metadata

  • Commit Message: feat(estimation): add cost and risk estimation actor
  • Branch: feature/m6-estimation

Background

An optional estimation_actor role produces cost, risk, and duration estimates during plan setup. Estimates are persisted to plan metadata and surfaced in plan status output. The estimation actor is invoked during plan use when configured.

Acceptance Criteria

  • Add optional estimation_actor role and cost/risk estimation outputs.
  • Persist estimation output to plan metadata (cost_estimate, risk_score, duration_estimate).
  • Invoke estimation during plan use and surface estimates in plan status output.
  • Add estimation output schema with currency, token estimates, and confidence ranges.
  • Add opt-out flag --no-estimate for plan use and persist estimate_skipped reason.

Definition of Done

This issue is complete when:

  • All subtasks below are completed and checked off.
  • A Git commit is created where the first line of the commit message matches
    the Commit Message in Metadata exactly, followed by a blank line, then
    additional lines providing relevant details about the implementation. The
    commit body should be appropriate in size for a commit message and relatively
    complete in describing what was done.
  • The commit is pushed to the remote on the branch matching the Branch in
    Metadata exactly.
  • The commit is submitted as a pull request to master, reviewed, and
    merged before this issue is marked done.

Subtasks

  • Add optional estimation_actor role and cost/risk estimation outputs.
  • Persist estimation output to plan metadata (cost_estimate, risk_score, duration_estimate).
  • Invoke estimation during plan use and surface estimates in plan status output.
  • Add estimation output schema with currency, token estimates, and confidence ranges.
  • Add opt-out flag --no-estimate for plan use and persist estimate_skipped reason.
  • Add error handling when estimation actor fails (fallback to informational warning).
  • Add docs/reference/estimation.md with output format.
  • Add CLI examples showing estimate fields in plan status output.
  • Tests (Behave): Add estimation scenarios.
  • Tests (Robot): Add estimation integration smoke tests.
  • Tests (ASV): Add benchmarks/estimation_actor_bench.py for estimation runtime.
  • Verify coverage >=97% via nox -s coverage_report. If coverage is <97% then review the current unit test coverage report at build/coverage.xml and use it to write new Behave based unit tests to improve code coverage. Specifically, write Behave style unit tests that are descriptively named and specifically improves coverage on whichever file has the most uncovered lines by writing tests that will target the uncovered lines in the report. Once that is done rerun nox -s coverage_report to verify all tests pass and coverage is above >=97%. Only mark this as complete once coverage is >=97%, if not repeat this task as many times as is needed until coverage reaches >=97%.
  • Run nox (all default sessions, including benchmark), fix any errors if needed ensuring nox passes across entire code base, do not ignore any failure even if it seems unrelated to this commit, fix it.

Section: #### M6: Autonomy Hardening + Server Stubs (Day 30)
Status: Open

## Metadata - **Commit Message**: `feat(estimation): add cost and risk estimation actor` - **Branch**: `feature/m6-estimation` ## Background An optional `estimation_actor` role produces cost, risk, and duration estimates during plan setup. Estimates are persisted to plan metadata and surfaced in `plan status` output. The estimation actor is invoked during `plan use` when configured. ## Acceptance Criteria - [x] Add optional `estimation_actor` role and cost/risk estimation outputs. - [x] Persist estimation output to plan metadata (cost_estimate, risk_score, duration_estimate). - [x] Invoke estimation during `plan use` and surface estimates in `plan status` output. - [x] Add estimation output schema with currency, token estimates, and confidence ranges. - [x] Add opt-out flag `--no-estimate` for `plan use` and persist `estimate_skipped` reason. ## Definition of Done This issue is complete when: - All subtasks below are completed and checked off. - A Git commit is created where the **first line** of the commit message matches the Commit Message in Metadata exactly, followed by a blank line, then additional lines providing relevant details about the implementation. The commit body should be appropriate in size for a commit message and relatively complete in describing what was done. - The commit is pushed to the remote on the branch matching the **Branch** in Metadata exactly. - The commit is submitted as a **pull request** to `master`, reviewed, and **merged** before this issue is marked done. ## Subtasks - [x] Add optional `estimation_actor` role and cost/risk estimation outputs. - [x] Persist estimation output to plan metadata (cost_estimate, risk_score, duration_estimate). - [x] Invoke estimation during `plan use` and surface estimates in `plan status` output. - [x] Add estimation output schema with currency, token estimates, and confidence ranges. - [x] Add opt-out flag `--no-estimate` for `plan use` and persist `estimate_skipped` reason. - [x] Add error handling when estimation actor fails (fallback to informational warning). - [x] Add `docs/reference/estimation.md` with output format. - [x] Add CLI examples showing estimate fields in `plan status` output. - [x] Tests (Behave): Add estimation scenarios. - [x] Tests (Robot): Add estimation integration smoke tests. - [x] Tests (ASV): Add `benchmarks/estimation_actor_bench.py` for estimation runtime. - [x] Verify coverage >=97% via `nox -s coverage_report`. If coverage is <97% then review the current unit test coverage report at `build/coverage.xml` and use it to write new Behave based unit tests to improve code coverage. Specifically, write Behave style unit tests that are descriptively named and specifically improves coverage on whichever file has the most uncovered lines by writing tests that will target the uncovered lines in the report. Once that is done rerun `nox -s coverage_report` to verify all tests pass and coverage is above >=97%. Only mark this as complete once coverage is >=97%, if not repeat this task as many times as is needed until coverage reaches >=97%. - [x] Run `nox` (all default sessions, including benchmark), fix any errors if needed ensuring nox passes across **entire** code base, do not ignore any failure even if it seems unrelated to this commit, fix it. **Section**: #### M6: Autonomy Hardening + Server Stubs (Day 30) **Status**: Open
freemo added this to the v3.5.0 milestone 2026-02-22 23:40:07 +00:00
freemo commented 2026-02-23 18:32:28 +00:00
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Expected completion updated (Day 15 rebaseline): Day 35 / 2026-03-15 (previously Day 31 / 2026-03-11)

**Expected completion updated (Day 15 rebaseline):** Day 35 / 2026-03-15 (previously Day 31 / 2026-03-11)
freemo added the due date 2026-03-08 2026-02-23 18:41:41 +00:00
freemo self-assigned this 2026-02-24 21:53:38 +00:00
freemo removed their assignment 2026-03-02 16:26:06 +00:00
aditya commented 2026-03-24 11:23:09 +00:00
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CI Fix After Rebase on Master

After rebasing feature/m6-estimation on the latest master, three conflicts needed resolution and two CI failures needed fixing:

Conflicts Resolved

  1. CHANGELOG.md — Kept both entries (master's TDD regression tests for bug #647 and the estimation feature entry).
  2. plan_lifecycle_service.py — Master added a comment about setting processing_state before phase in execute_plan(). The PR's inline estimation code in execute_plan() was duplicating what _run_estimation() already does. Resolved by keeping master's comment and avoiding duplicate code.
  3. settings.py — Master renamed reset_instance() to reset(). Updated all 48 call sites across features/ and robot/ to use the new name.

Unit Test Fix (10 scenarios in estimation.feature + estimation_coverage.feature)

The _run_estimation() method (from master) used EstimationStubActor and wrote to plan.estimation_result. The PR's tests expected EstimationService and estimation_report/estimation_skipped fields. Updated _run_estimation() in PlanLifecycleService to:

  • Use the injected EstimationService when available (new PR path) to populate estimation_report/estimation_skipped
  • Record estimation_produced decisions via _try_record_decision()
  • Fall back to legacy EstimationStubActor when no EstimationService is injected

Integration Test Fix (3 tests in container_resolve_crash.robot)

The container_resolve_crash.robot tests used a 30s subprocess timeout. When running 9 parallel processes, the tests took ~27s in isolation, exceeding the timeout under load. Increased timeout from 30s to 60s.

Quality Gates (all passing)

  • lint: PASSED
  • typecheck: PASSED (0 errors)
  • unit_tests: PASSED (466 features, 12341 scenarios, 0 failures)
  • integration_tests: PASSED (1711 tests, 0 failures)
  • coverage_report: PASSED (98% coverage)
## CI Fix After Rebase on Master After rebasing feature/m6-estimation on the latest master, three conflicts needed resolution and two CI failures needed fixing: ### Conflicts Resolved 1. **CHANGELOG.md** — Kept both entries (master's TDD regression tests for bug #647 and the estimation feature entry). 2. **plan_lifecycle_service.py** — Master added a comment about setting processing_state before phase in execute_plan(). The PR's inline estimation code in execute_plan() was duplicating what _run_estimation() already does. Resolved by keeping master's comment and avoiding duplicate code. 3. **settings.py** — Master renamed reset_instance() to reset(). Updated all 48 call sites across features/ and robot/ to use the new name. ### Unit Test Fix (10 scenarios in estimation.feature + estimation_coverage.feature) The _run_estimation() method (from master) used EstimationStubActor and wrote to plan.estimation_result. The PR's tests expected EstimationService and estimation_report/estimation_skipped fields. Updated _run_estimation() in PlanLifecycleService to: - Use the injected EstimationService when available (new PR path) to populate estimation_report/estimation_skipped - Record estimation_produced decisions via _try_record_decision() - Fall back to legacy EstimationStubActor when no EstimationService is injected ### Integration Test Fix (3 tests in container_resolve_crash.robot) The container_resolve_crash.robot tests used a 30s subprocess timeout. When running 9 parallel processes, the tests took ~27s in isolation, exceeding the timeout under load. Increased timeout from 30s to 60s. ### Quality Gates (all passing) - lint: PASSED - typecheck: PASSED (0 errors) - unit_tests: PASSED (466 features, 12341 scenarios, 0 failures) - integration_tests: PASSED (1711 tests, 0 failures) - coverage_report: PASSED (98% coverage)
aditya commented 2026-03-24 12:13:30 +00:00
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CI Fix #2: Parallel Process Throttling

Root Cause Analysis

Investigated the CI failures after the initial push. Key findings:

  1. Tests pass locally and in Docker — Ran full test suite in a python:3.13-slim Docker container (same as CI) with fresh nox environments. All 466 features / 12341 scenarios pass with 0 failures.

  2. Original CI (pre-rebase) had same failures — The original commit cbe504bb also had unit_tests and integration_tests failing, but coverage_report (which runs the SAME unit tests sequentially) PASSED. This proves the test code is correct.

  3. Root cause: parallel test execution overloading CI runner — The CI runner uses Forgejo Actions Docker containers. The _default_processes() function uses os.sched_getaffinity(0) to determine parallelism, which reports the container's visible CPU count (often 8). However, CI runners are shared/oversubscribed, so spawning 8 parallel behave/pabot workers causes resource exhaustion (OOM or SIGTERM kills).

  4. Evidence: coverage_report (sequential, BEHAVE_PARALLEL_COVERAGE=1) passes in CI. unit_tests (parallel, fork-based multiprocessing) fails. Same tests, different parallelism.

Fix Applied

Added TEST_PROCESSES: "4" to the CI workflow for both unit_tests and integration_tests jobs in .forgejo/workflows/ci.yml. This caps the parallel worker count to 4, preventing resource exhaustion on the CI runner while still benefiting from parallelism.

## CI Fix #2: Parallel Process Throttling ### Root Cause Analysis Investigated the CI failures after the initial push. Key findings: 1. **Tests pass locally and in Docker** — Ran full test suite in a `python:3.13-slim` Docker container (same as CI) with fresh nox environments. All 466 features / 12341 scenarios pass with 0 failures. 2. **Original CI (pre-rebase) had same failures** — The original commit `cbe504bb` also had unit_tests and integration_tests failing, but coverage_report (which runs the SAME unit tests sequentially) PASSED. This proves the test code is correct. 3. **Root cause: parallel test execution overloading CI runner** — The CI runner uses Forgejo Actions Docker containers. The `_default_processes()` function uses `os.sched_getaffinity(0)` to determine parallelism, which reports the container's visible CPU count (often 8). However, CI runners are shared/oversubscribed, so spawning 8 parallel behave/pabot workers causes resource exhaustion (OOM or SIGTERM kills). 4. **Evidence**: coverage_report (sequential, `BEHAVE_PARALLEL_COVERAGE=1`) passes in CI. unit_tests (parallel, fork-based multiprocessing) fails. Same tests, different parallelism. ### Fix Applied Added `TEST_PROCESSES: "4"` to the CI workflow for both unit_tests and integration_tests jobs in `.forgejo/workflows/ci.yml`. This caps the parallel worker count to 4, preventing resource exhaustion on the CI runner while still benefiting from parallelism.
freemo self-assigned this 2026-04-02 06:13:58 +00:00
freemo commented 2026-04-02 17:46:55 +00:00
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PR #1210 Review Outcome: Changes Requested

Independent code review of PR #1210 found the implementation to be well-structured in isolation (good domain models, comprehensive tests, proper documentation), but identified blocking issues that prevent merge:

  1. Merge conflicts with master across 6 files — master has received significant overlapping changes since this branch was created
  2. Type conflict on estimation_report field — master defines it as dict[str, object] | None while this PR defines it as EstimationReport | None (typed Pydantic model). The PR's typed approach is architecturally superior and should win during rebase.
  3. datetime.now() without timezone — EstimationSkipped.timestamp should use datetime.now(tz=timezone.utc) per the spec's UTC requirement
  4. Duplicate Alembic migration — estimation_report_json column already exists on master

The PR needs a rebase onto current master with conflict resolution before it can be re-reviewed and merged. Full review details are on PR #1210.

**PR #1210 Review Outcome: Changes Requested** Independent code review of PR #1210 found the implementation to be well-structured in isolation (good domain models, comprehensive tests, proper documentation), but identified **blocking issues** that prevent merge: 1. **Merge conflicts** with master across 6 files — master has received significant overlapping changes since this branch was created 2. **Type conflict** on `estimation_report` field — master defines it as `dict[str, object] | None` while this PR defines it as `EstimationReport | None` (typed Pydantic model). The PR's typed approach is architecturally superior and should win during rebase. 3. **`datetime.now()` without timezone** — `EstimationSkipped.timestamp` should use `datetime.now(tz=timezone.utc)` per the spec's UTC requirement 4. **Duplicate Alembic migration** — `estimation_report_json` column already exists on master The PR needs a rebase onto current master with conflict resolution before it can be re-reviewed and merged. Full review details are on PR #1210.
freemo commented 2026-04-03 17:34:33 +00:00
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⚠️ Backlog Grooming Notice — Stale Issue

This issue has State/In Review with all subtasks checked off, but remains open. It was due on 2026-03-08 (over 3 weeks ago).

All acceptance criteria appear to be met. This issue may be blocked by open dependencies preventing closure. Please review:

  1. Check if the PR for branch feature/m6-estimation was merged
  2. If merged, close this issue
  3. If blocked by dependencies, identify which ones and update the issue

Automated by CleverAgents Bot
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⚠️ **Backlog Grooming Notice — Stale Issue** This issue has `State/In Review` with all subtasks checked off, but remains open. It was due on 2026-03-08 (over 3 weeks ago). All acceptance criteria appear to be met. This issue may be blocked by open dependencies preventing closure. Please review: 1. Check if the PR for branch `feature/m6-estimation` was merged 2. If merged, close this issue 3. If blocked by dependencies, identify which ones and update the issue --- **Automated by CleverAgents Bot** Supervisor: Backlog Grooming | Agent: ca-backlog-groomer
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auto/invariant-violation
Detected master commit violating the strict merge invariant. Tracked as an issue (not a PR label); kept here for label completeness.

  
auto/last-attempt-tier-0
In-cycle escalation: most recent attempt ran at the Tier 0 slot (`tier-0`). Slot's model defined in .opencode/models/tiers.yaml.

  
auto/last-attempt-tier-1
In-cycle escalation: most recent attempt ran at the Tier 1 slot (`tier-1`). Slot's model defined in .opencode/models/tiers.yaml.

  
auto/last-attempt-tier-2
In-cycle escalation: most recent attempt ran at the Tier 2 slot (`tier-2`). Slot's model defined in .opencode/models/tiers.yaml. Gated behind IMPLEMENTER_ESCALATION_TIER2_ENABLED.

  
auto/last-attempt-tier-min
In-cycle escalation: most recent attempt ran at the Tier -1 slot (`tier-min`). Slot's model defined in .opencode/models/tiers.yaml. Suffix is ``-min`` (not ``--1``) so the Forgejo UI reads naturally.

  
Automation Tracking
Tracking issues used by the AI Automation system for agents to communicate and report.

  
auto/needs-conflict-resolution
Rebase conflict needs LLM conflict-resolver.

  
auto/needs-implementer
Failing CI needs implementer attention.

  
auto/postmortem
Documenting a driver incident or rollback.

  
auto/ready-to-merge
Reviewer has APPROVED this PR and no later REQUEST_CHANGES is outstanding. The merge driver requires this label to even consider a PR for merging. Set by the reviewer worker on APPROVE; cleared on REQUEST_CHANGES.

  
auto/restart-throttled
Train repeatedly lost master-tempo races. Driver excludes via merge_cycle until cooldown elapses; label persists as visible history.

  
auto/revert
Revert PR backing out an invariant violation. Fast-tracked through the merge driver.

  
auto/sentinel
Sentinel PR duplicated from upstream into a personal fork by tools/duplicate_prs_to_fork.py for pipeline testing. Lives only in the fork; the canonical pipeline never sees it.

  
auto/stale-inactivity
No implementer activity for N days. Flagged for human review. Auto-cleared on next push to head branch.

  
auto/unstable
Repeatedly fails on current master (>= 3 ci-fail-on-rebased-sha releases in 12 h). Excluded from driver until human triage.

  
Blocked
A ticket in a blocked state and unable to complete until some other task is completed first.

  
Bounty
$100
 A bounty of $100 for any open-source contributor who provides a MR that solves this issue

  
Bounty
$1000
 A bounty of $1000 for any open-source contributor who provides a MR that solves this issue

  
Bounty
$10000
 A bounty of $10000 for any open-source contributor who provides a MR that solves this issue

  
Bounty
$20
 A bounty of $20 for any open-source contributor who provides a MR that solves this issue

  
Bounty
$2000
 A bounty of $2000 for any open-source contributor who provides a MR that solves this issue

  
Bounty
$250
 A bounty of $250 for any open-source contributor who provides a MR that solves this issue

  
Bounty
$50
 A bounty of $50 for any open-source contributor who provides a MR that solves this issue

  
Bounty
$500
 A bounty of $500 for any open-source contributor who provides a MR that solves this issue

  
Bounty
$5000
 A bounty of $5000 for any open-source contributor who provides a MR that solves this issue

  
Bounty
$750
 A bounty of $750 for any open-source contributor who provides a MR that solves this issue

  
MoSCoW
Could have
 Could have feature in order to satisfy the epic/legendary.

  
MoSCoW
Must have
 Must have feature in order to satisfy the epic/legendary.

  
MoSCoW
Should have
 Should have feature in order to satisfy the epic/legendary.

  
Needs Feedback
There are questions in the ticket that can not be completed until the project owner provides clarity.

  
Points
1
 1 man-hours worth of work for an expert with no learning curve.

  
Points
13
 13 man-hours worth of work for an expert with no learning curve.

  
Points
2
 2 man-hours worth of work for an expert with no learning curve.

  
Points
21
 21 man-hours worth of work for an expert with no learning curve.

  
Points
3
 3 man-hours worth of work for an expert with no learning curve.

  
Points
34
 34 man-hours worth of work for an expert with no learning curve.

  
Points
5
 5 man-hours worth of work for an expert with no learning curve.

  
Points
55
 55 man-hours worth of work for an expert with no learning curve.

  
Points
8
 8 man-hours worth of work for an expert with no learning curve.

  
Points
88
 88 man-hours worth of work for an expert with no learning curve.

  
Priority
Backlog
 This ticket has backlogged priority and is not to be worked on yet

  
Priority
CI Blocker
 Critical priority issue that blocks CI/CD pipeline and prevents PR merges

  
Priority
Critical
 The priority is critical

  
Priority
High
 The priority is high

  
Priority
Low
 The priority is low

  
Priority
Medium
 The priority is medium

  
Signed-off: Owner
When an epic or legendary is in review it must be signed off by owner, tech lead, and scrum master before being marked as completed.

  
Signed-off: Scrum Master
When an epic or legendary is in review it must be signed off by owner, tech lead, and scrum master before being marked as completed.

  
Signed-off: Tech Lead
When an epic or legendary is in review it must be signed off by owner, tech lead, and scrum master before being marked as completed.

  
Spike
A ticket for learning a tool or technology that is needed to be able to do future planning and design.

  
State
Completed
 The ticket has been fully implemented, completed, and merged with the source code. This label should only be applied once a ticket is closed.

  
State
Duplicate
 A ticket that represents the same content as an existing ticket.

  
State
In Progress
 A ticket that is actively being developed.

  
State
In Review
 A ticket that has had some code completed to implement but is waiting to pass peer review and is not yet merged in.

  
State
Paused
 This ticket's work started but wasn't finished. It's on hold (likely in a feature branch) and will be resumed later, either due to a blocker or a delay.

  
State
Unverified
 All new tickets start in this state. A developer may set it to show the ticket is unverified. This means we haven't agreed to work on it. It will either move to a verified state or be closed as wontdo.

  
State
Verified
 The issue has been verified by a developer as legitimate. It will be worked on and verified tickets are now considered part of the backlog.

  
State
Wont Do
 This ticket has been decided it wont be done. This may mean the bug has been determined to not be real (cant verify) or the feature is one we have decided we dont want to adopt.

  
Type
Automation
 Any edits or discussion about the AI automated coding system.

  
Type
Bug
 Something that doesnt work as intended.

  
Type
Discussion
 Anytime a ticket represents a discussion about a subject and doesnt fall into one of the other categories.

  
Type
Documentation
 An error or improvement needed in the documentation.

  
Type
Epic
 Any first tier epic. That is, an epic which contains only issues as children and will not have sub-epics.

  
Type
Feature
 Some new functionality not present.

  
Type
Legendary
 A type of Epic which will contain other Epics.

  
Type
Refactor
 A code change that restructures existing code without changing its external behavior.

  
Type
Support
 Someone needs help using the project.

  
Type
Task
 A generic task that doesnt fit into the other type categories.

  
Type
Testing
 Work exclusively focusing on fixing or expanding testing.

No labels
auto/needs-reevaluation
controller-managed
auto/blocked-by-deps
auto/ci-timeout
auto/claimed-implementer
auto/claimed-merge
auto/claimed-reviewer
auto/driver-down
auto/invariant-violation
auto/last-attempt-tier-0
auto/last-attempt-tier-1
auto/last-attempt-tier-2
auto/last-attempt-tier-min
Automation Tracking
auto/needs-conflict-resolution
auto/needs-implementer
auto/postmortem
auto/ready-to-merge
auto/restart-throttled
auto/revert
auto/sentinel
auto/stale-inactivity
auto/unstable
Blocked
Bounty
$100
Bounty
$1000
Bounty
$10000
Bounty
$20
Bounty
$2000
Bounty
$250
Bounty
$50
Bounty
$500
Bounty
$5000
Bounty
$750
MoSCoW
Could have
MoSCoW
Must have
MoSCoW
Should have
Needs Feedback
Points
1
Points
13
Points
2
Points
21
Points
3
Points
34
Points
5
Points
55
Points
8
Points
88
Priority
Backlog
Priority
CI Blocker
Priority
Critical
Priority
High
Priority
Low
Priority
Medium
Signed-off: Owner
Signed-off: Scrum Master
Signed-off: Tech Lead
Spike
State
Completed
State
Duplicate
State
In Progress
State
In Review
State
Paused
State
Unverified
State
Verified
State
Wont Do
Type
Automation
Type
Bug
Type
Discussion
Type
Documentation
Type
Epic
Type
Feature
Type
Legendary
Type
Refactor
Type
Support
Type
Task
Type
Testing
Milestone
Clear milestone
No items
No milestone
v3.5.0
Projects
Clear projects
No items
No project
Assignees
Clear assignees
No assignees
freemo
2 participants
Notifications
Due date
The due date is invalid or out of range. Please use the format "yyyy-mm-dd".

2026-03-08

Blocks
#369 Epic: Large Project Autonomy & Context
cleveragents/cleveragents-core
#397 Epic: Server & Autonomy Infrastructure
cleveragents/cleveragents-core
#497 test(e2e): validate M6 acceptance criteria for v3.5.0 milestone closure
cleveragents/cleveragents-core
Depends on
#500 feat(observability): add LLMTrace model and operational metrics
cleveragents/cleveragents-core
#528 feat(estimation): add cost and risk estimation actor
cleveragents/cleveragents-core
Reference
cleveragents/cleveragents-core#209
No description provided.