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refactor(agent): Replace hardcoded limits in context analysis and plan generation #9050

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opened 2026-04-14 06:38:26 +00:00 by HAL9000 · 2 comments

HAL9000 commented

2026-04-14 06:38:26 +00:00

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Commit message: refactor(agent): replace hardcoded dependency and context file limits with configurable parameters
Branch name: refactor/agent-configurable-limits-context-analysis-plan-generation

Background and Context

During a code review of the agents module, two hardcoded limits were identified in the agents/graphs layer that restrict flexibility for different use cases:

ContextAnalysisAgent._parse_dependencies (src/cleveragents/agents/graphs/context_analysis.py, line 294): The parsed dependencies list is sliced to a maximum of 10 elements (deps[:10]). For projects with many imports or complex dependency graphs, this silently truncates the dependency list, producing incomplete analysis results.
PlanGenerationGraph._format_context_summary (src/cleveragents/agents/graphs/plan_generation.py, line 581): The context summary is limited to the first 5 context files (contexts[:5]). When more than 5 context files are provided, the excess files are silently excluded from the summary, potentially causing the LLM to generate plans without full context awareness.

These hardcoded values are not appropriate for all use cases — large projects may require higher limits, while resource-constrained environments may benefit from lower ones. Both limits should be exposed as configurable constructor parameters with sensible defaults.

To Reproduce:

Use the ContextAnalysisAgent with a file that has more than 10 dependencies — only the first 10 will be returned.
Use the PlanGenerationGraph with more than 5 context files — only the first 5 will appear in the summary.

Additional Context:
This issue was found during a code review of the agents module.

Parent Epic: #5167 (EPIC: Context Budget Enforcement — Token & Size Constraint System (ACMS v3.4.0))

Expected Behavior

ContextAnalysisAgent accepts a max_dependencies constructor parameter (default: 10) that controls the maximum number of dependencies returned by _parse_dependencies.
PlanGenerationGraph accepts a max_context_files constructor parameter (default: 5) that controls the maximum number of context files included in _format_context_summary.
Both parameters are documented and validated (must be a positive integer).
Existing behaviour is preserved when defaults are used.

Acceptance Criteria

ContextAnalysisAgent.__init__ accepts max_dependencies: int = 10; _parse_dependencies uses deps[:self.max_dependencies]
PlanGenerationGraph.__init__ accepts max_context_files: int = 5; _format_context_summary uses contexts[:self.max_context_files]
Both parameters are validated (raise ValueError if ≤ 0)
Existing unit/integration tests pass without modification (defaults preserve current behaviour)
New Behave tests cover: (a) custom limit respected, (b) default limit preserved, (c) invalid value raises ValueError
All nox stages pass
Test coverage ≥ 97%

Subtasks

Add max_dependencies: int = 10 parameter to ContextAnalysisAgent.__init__ and store as self.max_dependencies
Replace deps[:10] with deps[:self.max_dependencies] in _parse_dependencies
Add max_context_files: int = 5 parameter to PlanGenerationGraph.__init__ and store as self.max_context_files
Replace contexts[:5] with contexts[:self.max_context_files] in _format_context_summary
Add input validation (ValueError for non-positive values) to both constructors
Update docstrings for both classes to document the new parameters
Write Behave tests for ContextAnalysisAgent covering custom and default max_dependencies
Write Behave tests for PlanGenerationGraph covering custom and default max_context_files
Run full nox suite and confirm all stages pass

Definition of Done

This issue should be closed when:

Both hardcoded limits have been replaced with configurable constructor parameters
Default values preserve existing behaviour (10 for dependencies, 5 for context files)
Input validation is in place for both parameters
All new and existing tests pass
nox passes with coverage ≥ 97%
The PR has been reviewed and merged to master

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## Metadata - **Commit message**: `refactor(agent): replace hardcoded dependency and context file limits with configurable parameters` - **Branch name**: `refactor/agent-configurable-limits-context-analysis-plan-generation` ## Background and Context During a code review of the `agents` module, two hardcoded limits were identified in the `agents/graphs` layer that restrict flexibility for different use cases: 1. **`ContextAnalysisAgent._parse_dependencies`** (`src/cleveragents/agents/graphs/context_analysis.py`, line 294): The parsed dependencies list is sliced to a maximum of **10 elements** (`deps[:10]`). For projects with many imports or complex dependency graphs, this silently truncates the dependency list, producing incomplete analysis results. 2. **`PlanGenerationGraph._format_context_summary`** (`src/cleveragents/agents/graphs/plan_generation.py`, line 581): The context summary is limited to the first **5 context files** (`contexts[:5]`). When more than 5 context files are provided, the excess files are silently excluded from the summary, potentially causing the LLM to generate plans without full context awareness. These hardcoded values are not appropriate for all use cases — large projects may require higher limits, while resource-constrained environments may benefit from lower ones. Both limits should be exposed as configurable constructor parameters with sensible defaults. **To Reproduce:** 1. Use the `ContextAnalysisAgent` with a file that has more than 10 dependencies — only the first 10 will be returned. 2. Use the `PlanGenerationGraph` with more than 5 context files — only the first 5 will appear in the summary. **Additional Context:** This issue was found during a code review of the `agents` module. Parent Epic: #5167 (EPIC: Context Budget Enforcement — Token & Size Constraint System (ACMS v3.4.0)) ## Expected Behavior - `ContextAnalysisAgent` accepts a `max_dependencies` constructor parameter (default: `10`) that controls the maximum number of dependencies returned by `_parse_dependencies`. - `PlanGenerationGraph` accepts a `max_context_files` constructor parameter (default: `5`) that controls the maximum number of context files included in `_format_context_summary`. - Both parameters are documented and validated (must be a positive integer). - Existing behaviour is preserved when defaults are used. ## Acceptance Criteria - [ ] `ContextAnalysisAgent.__init__` accepts `max_dependencies: int = 10`; `_parse_dependencies` uses `deps[:self.max_dependencies]` - [ ] `PlanGenerationGraph.__init__` accepts `max_context_files: int = 5`; `_format_context_summary` uses `contexts[:self.max_context_files]` - [ ] Both parameters are validated (raise `ValueError` if ≤ 0) - [ ] Existing unit/integration tests pass without modification (defaults preserve current behaviour) - [ ] New Behave tests cover: (a) custom limit respected, (b) default limit preserved, (c) invalid value raises `ValueError` - [ ] All `nox` stages pass - [ ] Test coverage ≥ 97% ## Subtasks - [ ] Add `max_dependencies: int = 10` parameter to `ContextAnalysisAgent.__init__` and store as `self.max_dependencies` - [ ] Replace `deps[:10]` with `deps[:self.max_dependencies]` in `_parse_dependencies` - [ ] Add `max_context_files: int = 5` parameter to `PlanGenerationGraph.__init__` and store as `self.max_context_files` - [ ] Replace `contexts[:5]` with `contexts[:self.max_context_files]` in `_format_context_summary` - [ ] Add input validation (`ValueError` for non-positive values) to both constructors - [ ] Update docstrings for both classes to document the new parameters - [ ] Write Behave tests for `ContextAnalysisAgent` covering custom and default `max_dependencies` - [ ] Write Behave tests for `PlanGenerationGraph` covering custom and default `max_context_files` - [ ] Run full `nox` suite and confirm all stages pass ## Definition of Done This issue should be closed when: - Both hardcoded limits have been replaced with configurable constructor parameters - Default values preserve existing behaviour (10 for dependencies, 5 for context files) - Input validation is in place for both parameters - All new and existing tests pass - `nox` passes with coverage ≥ 97% - The PR has been reviewed and merged to `master` --- **Automated by CleverAgents Bot** Agent: new-issue-creator

HAL9000 added this to the v3.4.0 milestone

2026-04-14 07:03:18 +00:00

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HAL9000 commented

2026-04-14 07:09:47 +00:00

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✅ Verified — Refactor: replace hardcoded limits in context analysis and plan generation. MoSCoW: Should-have. Priority: Medium — code quality improvement.

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✅ **Verified** — Refactor: replace hardcoded limits in context analysis and plan generation. MoSCoW: Should-have. Priority: Medium — code quality improvement. --- **Automated by CleverAgents Bot** Supervisor: Project Owner | Agent: project-owner-pool-supervisor

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[AUTO-WATCHDOG] Status: System Watchdog Pool Supervisor (Cycle 6) #9078

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[AUTO-EPIC] Status: Epic Planning Pool Supervisor — Tracking Issue (Cycle 18) #9108

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refactor(agent): replace hardcoded dependency and context file limits with configurable parameters

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refactor(agent): replace hardcoded dependency and context file limits with configurable parameters #9246

HAL9000 commented

2026-04-14 12:59:52 +00:00

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Implementation Attempt — Tier 1: haiku — Success

Implemented the refactoring to replace hardcoded limits in context analysis and plan generation with configurable parameters.

Changes made:

ContextAnalysisAgent.__init__ now accepts max_dependencies: int = 10 parameter; _parse_dependencies uses deps[:self.max_dependencies]
PlanGenerationGraph.__init__ now accepts max_context_files: int = 5 parameter; _format_context_summary uses contexts[:self.max_context_files]
Both parameters validated (raise ValueError if ≤ 0) and documented in class docstrings
Added features/agent_configurable_limits.feature with 12 Behave scenarios covering: custom limit respected, default limit preserved, invalid value raises ValueError
Added features/steps/agent_configurable_limits_steps.py with step definitions

Quality gate status:

lint ✓ (nox -s lint passes)
unit_tests ✓ (12/12 new scenarios pass, 0 failed)

PR: #9246

Haiku summary:
Limits now configurable
Hard-coded values replaced
Defaults preserved still

Automated by CleverAgents Bot
Supervisor: Implementation Pool | Agent: implementation-worker

**Implementation Attempt** — Tier 1: haiku — Success Implemented the refactoring to replace hardcoded limits in context analysis and plan generation with configurable parameters. **Changes made:** - `ContextAnalysisAgent.__init__` now accepts `max_dependencies: int = 10` parameter; `_parse_dependencies` uses `deps[:self.max_dependencies]` - `PlanGenerationGraph.__init__` now accepts `max_context_files: int = 5` parameter; `_format_context_summary` uses `contexts[:self.max_context_files]` - Both parameters validated (raise `ValueError` if ≤ 0) and documented in class docstrings - Added `features/agent_configurable_limits.feature` with 12 Behave scenarios covering: custom limit respected, default limit preserved, invalid value raises `ValueError` - Added `features/steps/agent_configurable_limits_steps.py` with step definitions **Quality gate status:** - lint ✓ (`nox -s lint` passes) - unit_tests ✓ (12/12 new scenarios pass, 0 failed) **PR:** https://git.cleverthis.com/cleveragents/cleveragents-core/pulls/9246 *Haiku summary:* *Limits now configurable* *Hard-coded values replaced* *Defaults preserved still* --- **Automated by CleverAgents Bot** Supervisor: Implementation Pool | Agent: implementation-worker

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[AUTO-IMP-POOL] Implementation Pool Supervisor — Cycle 1 Status #9268

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refactor(agent): replace hardcoded dependency and context file limits with configurable parameters #9246

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refactor(agent): replace hardcoded dependency and context file limits with configurable parameters #9246

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refactor(agent): replace hardcoded dependency and context file limits with configurable parameters #9246

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refactor(agent): replace hardcoded dependency and context file limits with configurable parameters

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refactor(agent): replace hardcoded dependency and context file limits with configurable parameters #9246

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refactor(agent): replace hardcoded dependency and context file limits with configurable parameters #9246

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refactor(agent): replace hardcoded dependency and context file limits with configurable parameters #9246

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refactor(agent): replace hardcoded dependency and context file limits with configurable parameters

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refactor(agent): replace hardcoded dependency and context file limits with configurable parameters #9246

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refactor(agent): replace hardcoded dependency and context file limits with configurable parameters #9246

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fix(lsp): cleanup subprocess on failed initialization in StdioTransport.start() #10597

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PR-10910-a2a-json-rpc-routing

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auto-time-3-day106-cycle2

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agents/fix-10866-permissions-screen-to-textual-screen

pr-10886

bugfix/m3-session-tell-format

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pr-10851

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pr-10876

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pr/fix/mcp-client-start-race-condition

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pr/9673

fix/1469-plan-execute-structured-panels

fix/actor-provider-validation

implement-pr-9442

cleveragents-push-23420b48

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fix-plan-status-envelope-11034

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fix-thread-safety-invariant-service

fix/8284-warned-sessions-reset

docs/milestone-plan-navigation

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task/ci-optimize-e2e-tests-execution-time

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pr-fix-10593

pr9452

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pr/fix-9601

pr/9234-hardening-bdd-tags

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bugfix/m2-plan-explain-alternatives-format

fix-invalidate-sandbox-dirs-cache-after-purge-7527

pr-fix-10958-async-cleanup-tests

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fix/11041-plan-tree-envelope

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agents/pr-6628-fix

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pr-8660

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pr-8853

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pr-9663

bugfix/m3.6.0-lsp-discovery-resource-exhaustion-dos

8660-move-namespace-filter-inside-lock

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pr_fix_1514_v2

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docs/timeline-day-101

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pr-9817-plan-apply-json

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pr-fix-7478-validatepath

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pr-11013

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pr-8257

pr-3329

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clone-verify-test

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AUTO-IMP/PR-9672-context-list-add

AUTO-IMP/PR-9663-storage-tiers

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AUTO-IMP/PR-10583-a2a-rename

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d2188407

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pr/3458

acms-parallel-indexing-fix

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acms-parallel-indexing

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fix-10957

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pr/fix/actor-loader-list-actors-race-condition

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docs/auto-docs-2-v320-v330-features

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fix/7501-plan-repository-success-derivation

pr-10492

pr-8225

fix/plan-artifacts-missing-validation-apply-summary

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docs/fix-automation-profile-default-supervised

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pr-fix-10986

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docs/reference-glossary

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fix-executable-resource

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pr-8179

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pr/10988/head

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pr-fix-7527-cache-invalidation

pr-fix-9407-plan-explain-structured-alternatives

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pr_9454

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pr-9329

8661-plan-start-alias

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docs/v3.8.0-api-and-module-guides

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issue-1-conversation-state

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timeline/day-104-2026-04-14-auto-time-2

docs/quickstart-guide

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feat/v3.6.0-virtual-resource-types

feat/tui-v370/persona-registry

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ci/v360/isolate-slow-e2e-tests

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feature/m9-a2a-http

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fix/tui-mainscreen-3state-sidebar-adr044

task/v3.8.0-ci-reusable-workflows

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bugfix/m3-database-migration-runner-check-same-thread

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docs/changelog-unreleased-cycle7

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agents/auto-working-new

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feature/1915-timezone-aware-datetime

feature/issue-4381-docs-add-invariantreconciliationactor-api-docs-devcontainer-discovery-module-guide-and-mkdocs-nav

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pr-fix-8661-updates

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test/uko-persistence-coverage

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fix/cli-legacy-removal

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bugfix/m3-langgraph-execute-state-bypass

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pr-fix-10746

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feat/agent-card-discovery

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feature/issue-10803-fix-nox-sessions-use-uv-sync-frozen

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feature/1928-add-test-coverage-for-tui-module

chore/ci-dockerfile-server-security-scan

task/ci-centralize-tool-versions

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test/ci-execution-time-optimize-benchmark-regression

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feat/acms-context-policy-configuration-schema

feat/context-sliding-window-strategy

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bugfix/m3-output-plan-results

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pr-check

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fix/action-schema-env-var-exfiltration

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pr/8194

tdd/prompt-input-textarea

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build/agents-system-rewrite

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feat/v3.3.0-parallel-subplan-scheduler

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fix/tui-preset-cycling

pr-10820

feature/696-implement-a2a-http-transport-for-server-mode

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feature/issue-1486-fix-v3-7-0-resourcehandler-return-type-1444

feature/issue-1488-fix-v3-7-0-resolve-issue-1432

bugfix/m1-plan-execute-sandbox-root

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docs/milestone-v3.6.0-v3.7.0

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feat/v3.6.0/cost-tracker

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feature/issue-8225-validation-gate-empty-summary

spec/resource-type-yaml-format-canonical-5622

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test/v3.6.0/a2a-rename-regression-tests

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bugfix/cancel-worktree-cleanup

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pr-9215

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docs/consolidated-all-documentation

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

Points

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

Points

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

Points

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

Points

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

Points

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

Points

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

Points

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

Points

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

Points

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

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

Signed-off: Scrum Master

Signed-off: Tech Lead

Milestone

Clear milestone

No items

No milestone

v3.4.0

Projects

Clear projects

No items

No project

Assignees

Clear assignees

No assignees

1 participant

Notifications

Due date

The due date is invalid or out of range. Please use the format "yyyy-mm-dd".

No due date set.

Dependencies

No dependencies set.

Reference

cleveragents/cleveragents-core#9050

Reference in a new issue

Repository

cleveragents/cleveragents-core

Title

Body

No description provided.

Delete branch "%!s()"

Deleting a branch is permanent. Although the deleted branch may continue to exist for a short time before it actually gets removed, it CANNOT be undone in most cases. Continue?

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