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 ## Acceptance Criteria Audit
 All PRs are required to include an [Acceptance Criteria Audit Table](docs/ACCEPTANCE_CRITERIA_AUDIT.md) mapping issue requirements to code and test evidence.
+
+## Contribution Quality & Examples
+Before submitting code, review the [Low-Effort Contribution Examples Guide](docs/LOW_EFFORT_EXAMPLES.md) to understand common anti-patterns (such as partial implementations or missing tests) and their required high-quality alternatives.
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+# PocketPay Contracts — Low-Effort Contribution Examples & Quality Guide
+
+This guide provides clear examples of insufficient or low-effort contributions (anti-patterns) and demonstrates the expected, high-quality alternatives required for GrantFox evaluations.
+
+---
+
+## 1. Superficial & Low-Effort Changes
+
+- **Poor Example:** Changing spelling in a comment, formatting a single line, or changing ``pub fn ``docs without addressing the underlying logic or issue requirements.
+- **Why It Is Insufficient:** It does not provide functional value or resolve the issue's actual intent.
+- **Improved Alternative:** Complete the full functional requirement, including logic fixes, typed error handling, and corresponding unit tests.
+
+---
+
+## 2. Partial Implementations
+
+- *+Poor Example:** Implementing checked arithmetic in one struct/function but leaving other affected functions untouched, or adding a todo comment instead of completing the fix.
+- **Why It Is Insufficient:** 60% completion still leaves the contract in an insecure or incomplete state.
+- **Improved Alternative:** Audit all affected areas specified in the issue and ensure every acceptance criterion is fully addressed.
+
+---
+
+## 3. Missing-Test Submissions
+
+- **Poor Example:** Logic or contract modifications  submitted without adding new tests, or merely commenting out failing tests.
+- **Why It Is Insufficient:** Untested contract logic introduces regression risks and violates the repos quality guardrails.
+- **Improved Alternative:** Add explicit test cases covering both success paths and edge/error cases (e.g., asserting typed error reverts).
+
+---
+
+## 4. Failing-CI Submissions
+
+- *+Poor Example:** Opgning a PR where cargo check, cargo clippy, or cargo test checks are failing in GitHub Actions.
+- **Why It Is Insufficient:** Merging or submitting code that breaks CI blocks other contributors and fails evaluation standards.
+- **Improved Alternative:** Run all local CI validation scripts before pushing; ensure 100% green CC pass prior to requesting review.
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