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Proposal: improve ca-implementer-sonnet/opus — add code insertion safety guidance #3780

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opened 2026-04-06 06:17:00 +00:00 by freemo · 1 comment
freemo commented 2026-04-06 06:17:00 +00:00
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Agent Improvement Proposal

Pattern Detected

Type: prompt_improvement
Affected Agents: ca-implementer-sonnet, ca-implementer-opus
Evidence: PR #3774 iterative failure pattern (7+ fix attempts over ~7 hours)

Detailed Evidence

PR #3774 ("fix: Update for Click 8.2+ compatibility and fix quality gates") shows a clear, repeated pattern of the implementer agent inserting code at incorrect locations in Python files:

  1. Comment #127225: "Reverted Breaking Change" — "The previous attempt accidentally inserted the helper function in the wrong locations (inside YAML strings), breaking Python syntax."

  2. Comment #127227: "Fixed incorrect usage of get_combined_output helper" — The helper function was called with context.result.output instead of context.result, showing the agent didn't verify the function signature before using it.

  3. Comment #127231: "Final fix completed" — "The previous attempt accidentally inserted the helper function in the wrong locations (inside YAML strings), breaking Python syntax. All affected files have been restored." Also: "The key lesson learned: When adding helper functions to test files, be very careful about where they're inserted — never inside string literals or in the middle of multi-line imports!"

This pattern resulted in:

  • 10+ commits including reverts (violating the "no fix-up commits" rule)
  • ~7 hours of iterative fixing for what should have been a straightforward change
  • Multiple syntax-breaking changes that had to be reverted

Proposed Change

Add a "Code Insertion Safety" section to both ca-implementer-sonnet.md and ca-implementer-opus.md agent definitions. The new section would instruct the implementer to:

  1. Read surrounding context before inserting code: Always read at least 30 lines around the intended insertion point to understand the syntactic context (are we inside a string literal? a multi-line expression? a decorator chain?).

  2. Verify insertion scope: Before inserting a function/import/constant, confirm the insertion point is at the correct scope level — module level for top-level functions, class level for methods, etc. Never insert inside string literals, docstrings, YAML embedded in Python, or multi-line expressions.

  3. Validate syntax after changes: After modifying a Python file, verify the file's syntax is still valid by checking with python -c "import ast; ast.parse(open('<file>').read())" or equivalent. If syntax is broken, revert and retry with a corrected insertion point.

  4. Prefer appending over inserting: When adding helper functions, prefer appending them after all imports (for module-level helpers) rather than trying to insert them at a specific line. This reduces the risk of inserting inside an existing construct.

Expected Impact

  • Fewer broken commits: Implementers will catch insertion errors before committing
  • Faster PR turnaround: Eliminates the multi-cycle fix-revert-fix pattern seen in PR #3774
  • Cleaner git history: Fewer reverts and fix-up commits
  • Reduced review burden: Reviewers won't need to flag syntax errors

Risk Assessment

  • Low risk: This is additive guidance — it doesn't change any existing behavior, only adds safety checks
  • Potential downside: Slightly slower implementation due to extra verification steps, but this is far outweighed by the time saved from avoiding broken commits
  • Both agents affected: The change applies to both Sonnet and Opus tiers, ensuring consistent behavior regardless of escalation level

This is a proposal from the agent evolver. A human must approve this issue before the change will be implemented. To approve: remove the needs feedback label, add State/Verified, or comment with approval.

Automated by CleverAgents Bot
Supervisor: Agent Evolver | Agent: ca-agent-evolver

## Agent Improvement Proposal ### Pattern Detected **Type**: prompt_improvement **Affected Agents**: `ca-implementer-sonnet`, `ca-implementer-opus` **Evidence**: PR #3774 iterative failure pattern (7+ fix attempts over ~7 hours) ### Detailed Evidence PR #3774 ("fix: Update for Click 8.2+ compatibility and fix quality gates") shows a clear, repeated pattern of the implementer agent inserting code at incorrect locations in Python files: 1. **Comment [#127225](https://git.cleverthis.com/cleveragents/cleveragents-core/pulls/3774#issuecomment-127225)**: "Reverted Breaking Change" — *"The previous attempt accidentally inserted the helper function in the wrong locations (inside YAML strings), breaking Python syntax."* 2. **Comment [#127227](https://git.cleverthis.com/cleveragents/cleveragents-core/pulls/3774#issuecomment-127227)**: "Fixed incorrect usage of get_combined_output helper" — The helper function was called with `context.result.output` instead of `context.result`, showing the agent didn't verify the function signature before using it. 3. **Comment [#127231](https://git.cleverthis.com/cleveragents/cleveragents-core/pulls/3774#issuecomment-127231)**: "Final fix completed" — *"The previous attempt accidentally inserted the helper function in the wrong locations (inside YAML strings), breaking Python syntax. All affected files have been restored."* Also: *"The key lesson learned: When adding helper functions to test files, be very careful about where they're inserted — never inside string literals or in the middle of multi-line imports!"* This pattern resulted in: - 10+ commits including reverts (violating the "no fix-up commits" rule) - ~7 hours of iterative fixing for what should have been a straightforward change - Multiple syntax-breaking changes that had to be reverted ### Proposed Change Add a **"Code Insertion Safety"** section to both `ca-implementer-sonnet.md` and `ca-implementer-opus.md` agent definitions. The new section would instruct the implementer to: 1. **Read surrounding context before inserting code**: Always read at least 30 lines around the intended insertion point to understand the syntactic context (are we inside a string literal? a multi-line expression? a decorator chain?). 2. **Verify insertion scope**: Before inserting a function/import/constant, confirm the insertion point is at the correct scope level — module level for top-level functions, class level for methods, etc. Never insert inside string literals, docstrings, YAML embedded in Python, or multi-line expressions. 3. **Validate syntax after changes**: After modifying a Python file, verify the file's syntax is still valid by checking with `python -c "import ast; ast.parse(open('<file>').read())"` or equivalent. If syntax is broken, revert and retry with a corrected insertion point. 4. **Prefer appending over inserting**: When adding helper functions, prefer appending them after all imports (for module-level helpers) rather than trying to insert them at a specific line. This reduces the risk of inserting inside an existing construct. ### Expected Impact - **Fewer broken commits**: Implementers will catch insertion errors before committing - **Faster PR turnaround**: Eliminates the multi-cycle fix-revert-fix pattern seen in PR #3774 - **Cleaner git history**: Fewer reverts and fix-up commits - **Reduced review burden**: Reviewers won't need to flag syntax errors ### Risk Assessment - **Low risk**: This is additive guidance — it doesn't change any existing behavior, only adds safety checks - **Potential downside**: Slightly slower implementation due to extra verification steps, but this is far outweighed by the time saved from avoiding broken commits - **Both agents affected**: The change applies to both Sonnet and Opus tiers, ensuring consistent behavior regardless of escalation level --- *This is a proposal from the agent evolver. A human must approve this issue before the change will be implemented. To approve: remove the `needs feedback` label, add `State/Verified`, or comment with approval.* --- **Automated by CleverAgents Bot** Supervisor: Agent Evolver | Agent: ca-agent-evolver
freemo commented 2026-04-08 20:35:06 +00:00
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@HAL9000 Aspects of this ticket, including the title itself, no longer apply since the agent definitions have been significantly refactored. Re-evaluate the agent definitions in @.opencode/ and rewrite or replace this ticket based on the new code. If you are rewriting the ticket in place then tag me with a comment once its ready for re-review. If you are closing this ticket and starting a new one then just use the "needs feedback" label and I will see it.

@HAL9000 Aspects of this ticket, including the title itself, no longer apply since the agent definitions have been significantly refactored. Re-evaluate the agent definitions in @.opencode/ and rewrite or replace this ticket based on the new code. If you are rewriting the ticket in place then tag me with a comment once its ready for re-review. If you are closing this ticket and starting a new one then just use the "needs feedback" label and I will see it.
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feat/v3.8.0-agent-card-endpoint
docs/auto-docs-cycle-24-showcase-nav
auto-inf-3-consolidate-behave-fixtures
fix/issue-7663-docs-writer-missing
auto-time-1-day103-cycle2
docs/timeline-day-104-auto-time-1
auto-arch-16/spec-xml-prompt-injection-mitigation
bugfix/m4-invariant-persistence
uat-a2a-facade-tests-v350
bugfix/m3-behave-parallel-failed-chunk-logs
bugfix/7664-automation-tracking-label-requirements
docs/auto-time-1-timeline-update-2026-04-14
docs/auto-docs-1-milestone-v3-updates
fix/issue-6344-plan-execute-rich-output
docs/action-config-schema-api
fix/bug-hunt-supervisor-nonexistent-file-preflight
fix/retry-policy-model-missing-fields
docs/validation-gate-empty-run-guard
auto-arch-15/spec-retry-policy-canonical-fields
docs/lockservice-advisory-locking
docs/changelog-plan-fix-4197
spec/milestone-plan-section
docs/update-changelog-recent-features
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timeline/day-104-2026-04-14-cycle2
fix/bdd-feature-file-tags
auto-arch-13/spec-default-automation-profile
docs/auto-docs-cycle-1-2026-04-12
docs/cycle-1-git-worktree-sandbox
spec/architecture-critical-gap-fixes
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auto-arch-1/add-v380-v390-milestone-plan
docs/developer-setup-guide
fix/auto-profile-spec-prose-description
auto-arch-10/spec-tui-a2a-integration-layer
spec/resource-event-types-clarification
auto-docs-4/changelog-and-observability
auto-arch-4/adr-049-layered-boundary-enforcement
docs/a2a-protocol-autonomy-hardening
auto-arch-9/spec-v3.8.0-milestone-plan
docs/auto-docs-3-reference-index
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docs/timeline-day104-cycle1-auto-time-4
docs/auto-docs-cycle-1-changelog-updates
auto-arch-6/adr-049-spec-restructuring
docs/auto-docs-1-v340-acms-context-management
docs/auto-docs-1-v320-v330-cli-reference
auto-arch-5/v3.9.0-milestone-plan
test/create-scripts
auto-time-1-day104
timeline/day-104-2026-04-14
docs/auto-time-4-day103-cycle5
auto-time-3-day103-cycle4
auto-docs-5-architecture-overview
spec/three-way-merge-strategy-v3.3.0
spec/checkpoint-system-v3.3.0
auto-docs-4-api-docs-update
auto-docs-1-changelog-expansion
spec/invariant-management-system-v3.2.0
pr-8289
spec/plan-correction-engine-v3.2.0
spec/layered-architecture-boundary-policy
spec/tui-materializer-a2a-integration-v3.7.0
spec/decision-recording-system-v3.2.0
docs/auto-docs-1-milestone-overview
pr-7484
pr-4212
auto-arch-3/v3.8.0-milestone-plan
auto-docs-6/troubleshooting-and-config
auto-time-1-day103-session5
auto-docs-5/contributor-guide-and-readme
docs/plan-tree-ulid-examples
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spec/update-validation-attach-project-delete
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auto-arch-1/adr-049-052-violations
auto-time-1-day103
docs/auto-docs-cycle-13-updates
docs/timeline-day-102-auto-time
timeline/day-103-2026-04-13
spec/arch-invariant-cli-completeness
spec/update-cycle1-validation-attach-project-delete
docs/add-session-management-showcase
spec/arch-sandbox-path-correction-cycle9
spec/architecture-v380-milestone-plan
docs/auto-docs-cycle-12-updates
docs/cycle-1-validation-gate-fix
docs/2026-04-08-unreleased-changelog
docs/auto-docs-cycle-2-2026-04-10
docs/session-4615-2026-04-08-cycle1
feat/issue-6361-shell-safety-service-tui
spec/architecture-cycle-25-new-features
fix/issue-6345-automation-profile-add-output
docs/timeline-day-102-2026-04-12
docs/cycle-2-git-worktree-acms-hydrator
spec/arch-sandbox-cleanup-discovery
docs/timeline-day96-2026-04-08
docs/auto-docs-cycle-11
spec/fix-sandbox-strategy-protocol-name
spec/arch-acms-tier-hydration
fix/v3.4.0/context-settings-defaults
docs/add-example-repl-and-actor-run
docs/auto-docs-cycle-10-updates
docs/session-4-2026-04-08-updates
docs/showcase-all-examples-consolidated
docs/timeline-day-97
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docs/timeline-day99-2026-04-09-v2
docs/auto-docs-cycle-2-worktree-acms
spec/architecture-v3.8.0-milestone-plan
docs/api-lsp-acms-reference
improvement/agent-bug-hunt-pool-supervisor-yaml-syntax-fix
spec/project-delete-deleted-at-field
spec/architecture-provider-registry-tui-materializer
spec/document-reconciliation-blocked-error-5942
fix/issue-7482-git-log-injection
spec/devcontainer-auto-discovery-schema
feat/issue-6350-conversation-content-pruning
docs/update-module-guides-2026-04-10
timeline/day-100-2026-04-10-auto-time-cycle1
timeline/day-99-2026-04-09-auto-time-v2
docs/cycle-3-module-guides
timeline/day-99-2026-04-09-auto-time
pr-4226
spec/additional-llm-providers-gemini-groq-cohere-together-ollama-mistral
spec/document-context-tier-hydrator-6175
docs/timeline-day99-2026-04-09
spec/invariant-cli-clarifications
docs/add-example-project-init-and-context-management
spec/reconciliation-blocked-error-documentation
spec/fix-invariant-precedence-reference-5861
spec/fix-plan-correct-accepts-plan-id-5558
spec/fix-validation-attach-synopsis-5328
docs/timeline-day-99-cycle-1
docs/timeline-day-99-cycle-2
fix/actor-context-list-regex-arg
docs/timeline-day-99-cycle-3
spec/arch-security-mode-init
docs/auto-docs-cycle-9-updates
fix-resource-fix-resource-remove-to-check-correct-edge-table
feat/issue-6434-tui-env-var-expansion
fix/issue-6321-plan-prompt-timing-field
fix/issue-6322-resource-add-url-flag
feat/issue-6348-sessions-screen
spec/plan-show-command
temp
feat/harden-label-restrictions-1775753628
spec/invariant-reconciliation-failure-behavior
spec/add-reconciliation-failure-behavior-5942
spec/architecture-corrections-cycle3
spec/checkpoint-trigger-names-and-config-key-fix
spec/fix-ai-provider-interface-5801
spec/azure-api-version-default-update
docs/auto-docs-writer-cycle1-labels
spec/fix-resource-type-yaml-format-5622
spec/add-plan-revert-resume-commands-5574
docs/auto-docs-cycle-1-2026-04-09
spec/plan-correct-plan-id-or-decision-id-5558
spec/fix-subgraph-node-actor-ref-field-5427
issue/5284-master-ci-fix
timeline/day-99-2026-04-09-v2
merge-me
docs/session-3377-initial-docs-update
fix/llm-provider-subpackage-exports
spec/arce-acronym-and-tui-keybinding-fixes
spec/architecture-corrections-cycle2
spec/architecture-corrections-cycle1
docs/cycle-1-updates
spec/tui-clarifications-session-export-persona
docs/session-4940-2026-04-08-cycle1
spec/architecture-milestone-plan-v3.2-v3.7
docs/session-4743-2026-04-08-cycle1
docs/timeline-day-98
fix/plan-lifecycle-service-rollback-method
docs/timeline-day98-2026-04-08-v2
docs/add-example-action-and-plan-management
docs/session-2026-04-06-updates
docs/ca-docs-writer-v3.8.1-2026-04-05
fix/session-tell-stub-missing-panels-and-actor-execution
improvement/agent-arch-guard-clone-failure-handling
improvement/agent-test-infra-health-spam-fix-v2
fix-tdd-invert-non-assertion-exceptions
improvement/agent-arch-guard-clone-failure
bugfix/3472-fix-tdd-inversion-logic
bugfix/989-fix-persistence-json-decode-error
improvement/agent-supervisor-tracking-labels-v2
docs/timeline-day95-v2
docs/timeline-day95-final
docs/update-lsp-api-and-changelog
fix/lsp-resource-handler-module-missing
docs/timeline-day95-final-2026-04-05
fix/a2a-plan-correct-rollback-wiring
docs/add-lsp-api-and-changelog-2026-04-05
fix/tool-registry-validation-type-discriminator
docs/v3.7.0-documentation-update
docs/ca-docs-writer-2026-04-05-cycle2
fix/invariant-set-merge-action-scope
docs/unreleased-feature-docs
fix/concurrency-cost-tracker-record-usage-race-condition
improvement/agent-ca-test-infra-improver-failure-handling
docs/update-changelog-mcp-plan-ci-2026-04-05
improvement/agent-pr-reviewer-milestone-prioritization
docs/timeline-day95-refresh-2026-04-05
improvement/agent-mandatory-labels-tracking-issues
docs/api-domain-providers-changelog-2026-04-05
docs/ca-docs-writer-2026-04-05
docs/timeline-day95-refresh
fix/skill-add-include-validation
docs/timeline-day-95-2026-04-05-update3
docs/timeline-day-95-2026-04-05-update2
docs/ci-incident-runbook-2597
improvement/agent-ca-test-infra-improver-worker-api-mode
docs/shell-safety-api-and-readme-highlights
docs/timeline-day-55-2026-04-04-v2
docs/timeline-day-55-2026-04-04
docs/timeline-day54-update3
improvement/agent-ca-test-infra-improver-fixes
spec/restructure-monolithic-to-split
docs/timeline-day54-update-v2
docs/timeline-day54-update
fix-agents
docs/shell-safety-and-domain-base-model
fix/1452-impl
fix/1473-plan-cancel
fix/1425-test
fix/1426-config
fix/1421-perf
fix/1424-impl
test/int-wf16-devcontainer
feature/m8-tui-persona-export
feature/m7-post-resource-equivalence
test/e2e-m4-acceptance
feature/m6-tantivy-backend
feature/m6-estimation
feature/m6-estimation-report-model
feature/observability-prometheus-audit
feat/server-auth-namespace
feature/m8-session-editing
feature/llm-actor-subplan-wiring
feature/m8-tui-first-run-actor-selection
feature/m8-tui-conversation-block-catalog
feature/m8-tui-settings-screen
feature/m7-e2e-porting
feature/m6-estimation-historical-stats
feature/m8-tui-persona-export-import
feature/m8-tui-sessions-screen
feature/m7-graph-backend
feature/m8-tui-block-context-menu
feature/m8-tui-tool-call-expand
feature/m4-missing-builtin-tools
docs/v3.7.0-release-docs
feature/m8-tui-session-export
test/e2e-wf15-disaster-recovery
test/e2e-wf03-refactoring
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feature/m8-tui-prompt-history
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bugfix/m6-build-hierarchy-child-ids
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test/e2e-wf09-session
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test/int-wf17-explicit-container
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test/int-wf15-disaster-recovery
test/int-wf13-custom-profile
test/int-wf03-refactoring
test/int-wf11-graph-actor
test/int-wf10-batch
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feature/m3-tdd-issue-consistency-gate
feature/m3-invariant-enforcement-strategize
test/int-wf18-container-clone
test/int-wf01-hello-world
feature/m6-diagnostic-dashboard-health-categories
feature/m6-cli-polish
fix/e2e-db-isolation
feature/m7-post-tui
feature/m9-asgi-endpoint
feature/m7-post-server
tdd/m7-audit-session-race
tdd/m3-skill-add-regression
feature/m9-remote-repos
feature/fs-mount-file-types
tdd/container-resolve-crash
test/e2e-m1-acceptance
test/e2e-m2-acceptance
eugen.thaci-patch-3
eugen.thaci-patch-2
eugen.thaci-patch-1
aditya-fix-latest
feature/m4-secret-masking-llm-context
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refactor/m3-replace-mktemp
refactor/m3-remove-unittest-mock-integration
refactor/m3-remove-robot-mock-imports
refactor/m3-remove-mock-llm-integration
docs/improved-menu-adr
feature/m7-post-auth
feature/m3-fix-resource-bootstrap
feature/post-safety-profile-tests
integration/batch-2026-03-02
feat/slipcover
docs/safety-profile-spec-composition
integrate/freemo-batch-1
feature/m4-error-recovery
feature/m4-security-template
feature/m3-validation-pipeline
develop-aditya-2
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feature/m3-validation-apply
feature/m6-acp-stubs
feature/m4-correction-flows
feature/m1-plan-execute-runtime
feature/m4-security-exceptions
feature/m4-definition-of-done
feature/m4-correction-model
feature/m1-apply-pipeline
feature/m5-automation-profiles
feature/m2-lsp-stubs
feature/m3-invariants
feature/m1-actor-runtime
feature/docs-v2-restore
feature/m6-perf-scale
feature/m6-validation-edge
feature/m3-session-cli
feature/m1-persistence-tests-robot
feature/m3-config-cli
feature/m1-cli-tests-robot
feature/m5-subplan-tests
feature/m6-review-playbook
feature/aditya-m3-actor-loader
feature/m3-skill-protocol
feature/m4-automation-legacy-cleanup
feature/m3-change-model
feature/m3-skill-git
feature/m3-skill-registry
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fix/robot-tests
feature/m3-actor-registry
feature/m3-tool-cli
feature/m4-automation-profiles-cli
feature/m2-resource-cli-extensions
feature/m3-actor-loader
feature/m3-tool-domain-robot
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intel_2_demo
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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
Projects
Clear projects
No items
No project
Assignees
Clear assignees
No assignees
1 participant
Notifications
Due date
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Dependencies

No dependencies set.

Reference
cleveragents/cleveragents-core#3780
No description provided.