Prompt:
Training scenario #1.
Task brief: decide whether a post-generation self-check loop is still required.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: high coverage, low conflict, source pointers present.
Validation state: latest receipt passed.
Worktree state: clean and consistent.
Patch state: no pending risky patch.
Toolspec state: current schema and arguments are valid.


Prompt:
Training scenario #2.
Task brief: infer repository intent when the codebase must be reverse engineered before editing.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: high coverage, low conflict, source pointers present.
Validation state: latest receipt passed.
Worktree state: clean and consistent.
Patch state: no pending risky patch.
Toolspec state: current schema and arguments are valid.


Prompt:
Training scenario #3.
Task brief: decide whether a post-generation self-check loop is still required.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: high coverage, low conflict, source pointers present.
Validation state: latest receipt passed.
Worktree state: clean and consistent.
Patch state: no pending risky patch.
Toolspec state: current schema and arguments are valid.


Prompt:
Training scenario #4.
Task brief: decide whether a post-generation self-check loop is still required.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: high coverage, low conflict, source pointers present.
Validation state: latest receipt passed.
Worktree state: clean and consistent.
Patch state: no pending risky patch.
Toolspec state: current schema and arguments are valid.


Prompt:
Training scenario #5.
Task brief: infer repository intent when the codebase must be reverse engineered before editing.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: high coverage, low conflict, source pointers present.
Validation state: latest receipt passed.
Worktree state: clean and consistent.
Patch state: no pending risky patch.
Toolspec state: current schema and arguments are valid.


Prompt:
Training scenario #6.
Task brief: infer repository intent when the codebase must be reverse engineered before editing.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: high coverage, low conflict, source pointers present.
Validation state: latest receipt passed.
Worktree state: clean and consistent.
Patch state: no pending risky patch.
Toolspec state: current schema and arguments are valid.


Prompt:
Training scenario #7.
Task brief: decide whether another sandbox run is needed before accepting a patch.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: high coverage, low conflict, source pointers present.
Validation state: latest receipt passed.
Worktree state: clean and consistent.
Patch state: no pending risky patch.
Toolspec state: current schema and arguments are valid.


Prompt:
Training scenario #8.
Task brief: decide whether another sandbox run is needed before accepting a patch.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: high coverage, low conflict, source pointers present.
Validation state: latest receipt passed.
Worktree state: clean and consistent.
Patch state: no pending risky patch.
Toolspec state: current schema and arguments are valid.


Prompt:
Training scenario #9.
Task brief: infer repository intent when the codebase must be reverse engineered before editing.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: high coverage, low conflict, source pointers present.
Validation state: latest receipt passed.
Worktree state: clean and consistent.
Patch state: no pending risky patch.
Toolspec state: current schema and arguments are valid.


Prompt:
Training scenario #10.
Task brief: decide whether a post-generation self-check loop is still required.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: high coverage, low conflict, source pointers present.
Validation state: latest receipt passed.
Worktree state: clean and consistent.
Patch state: no pending risky patch.
Toolspec state: current schema and arguments are valid.


Prompt:
Training scenario #11.
Task brief: infer repository intent when the codebase must be reverse engineered before editing.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: high coverage, low conflict, source pointers present.
Validation state: latest receipt passed.
Worktree state: clean and consistent.
Patch state: no pending risky patch.
Toolspec state: current schema and arguments are valid.


Prompt:
Training scenario #12.
Task brief: decide whether another sandbox run is needed before accepting a patch.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: high coverage, low conflict, source pointers present.
Validation state: latest receipt passed.
Worktree state: clean and consistent.
Patch state: no pending risky patch.
Toolspec state: current schema and arguments are valid.


Prompt:
Training scenario #13.
Task brief: judge whether a code patch is ready to submit after validator feedback.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: high coverage, low conflict, source pointers present.
Validation state: latest receipt passed.
Worktree state: clean and consistent.
Patch state: no pending risky patch.
Toolspec state: current schema and arguments are valid.


Prompt:
Training scenario #14.
Task brief: decide whether a post-generation self-check loop is still required.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: high coverage, low conflict, source pointers present.
Validation state: latest receipt passed.
Worktree state: clean and consistent.
Patch state: no pending risky patch.
Toolspec state: current schema and arguments are valid.


Prompt:
Training scenario #1.
Task brief: estimate runtime risk before trusting a partially-validated repository change.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: only one weak source is present and provenance is incomplete.
Validation state: no validator negation yet, but evidence coverage is below threshold.
Worktree state: unchanged.
Patch state: none.
Toolspec state: acceptable.


Prompt:
Training scenario #2.
Task brief: decide whether another sandbox run is needed before accepting a patch.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: only one weak source is present and provenance is incomplete.
Validation state: no validator negation yet, but evidence coverage is below threshold.
Worktree state: unchanged.
Patch state: none.
Toolspec state: acceptable.


Prompt:
Training scenario #3.
Task brief: judge whether a code patch is ready to submit after validator feedback.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: only one weak source is present and provenance is incomplete.
Validation state: no validator negation yet, but evidence coverage is below threshold.
Worktree state: unchanged.
Patch state: none.
Toolspec state: acceptable.


Prompt:
Training scenario #4.
Task brief: infer repository intent when the codebase must be reverse engineered before editing.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: only one weak source is present and provenance is incomplete.
Validation state: no validator negation yet, but evidence coverage is below threshold.
Worktree state: unchanged.
Patch state: none.
Toolspec state: acceptable.


Prompt:
Training scenario #5.
Task brief: judge whether a code patch is ready to submit after validator feedback.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: only one weak source is present and provenance is incomplete.
Validation state: no validator negation yet, but evidence coverage is below threshold.
Worktree state: unchanged.
Patch state: none.
Toolspec state: acceptable.


Prompt:
Training scenario #6.
Task brief: infer repository intent when the codebase must be reverse engineered before editing.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: only one weak source is present and provenance is incomplete.
Validation state: no validator negation yet, but evidence coverage is below threshold.
Worktree state: unchanged.
Patch state: none.
Toolspec state: acceptable.


Prompt:
Training scenario #7.
Task brief: decide whether a post-generation self-check loop is still required.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: only one weak source is present and provenance is incomplete.
Validation state: no validator negation yet, but evidence coverage is below threshold.
Worktree state: unchanged.
Patch state: none.
Toolspec state: acceptable.


Prompt:
Training scenario #8.
Task brief: decide whether a post-generation self-check loop is still required.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: only one weak source is present and provenance is incomplete.
Validation state: no validator negation yet, but evidence coverage is below threshold.
Worktree state: unchanged.
Patch state: none.
Toolspec state: acceptable.


Prompt:
Training scenario #9.
Task brief: infer repository intent when the codebase must be reverse engineered before editing.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: only one weak source is present and provenance is incomplete.
Validation state: no validator negation yet, but evidence coverage is below threshold.
Worktree state: unchanged.
Patch state: none.
Toolspec state: acceptable.


Prompt:
Training scenario #10.
Task brief: decide whether another sandbox run is needed before accepting a patch.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: only one weak source is present and provenance is incomplete.
Validation state: no validator negation yet, but evidence coverage is below threshold.
Worktree state: unchanged.
Patch state: none.
Toolspec state: acceptable.


Prompt:
Training scenario #11.
Task brief: infer repository intent when the codebase must be reverse engineered before editing.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: only one weak source is present and provenance is incomplete.
Validation state: no validator negation yet, but evidence coverage is below threshold.
Worktree state: unchanged.
Patch state: none.
Toolspec state: acceptable.


Prompt:
Training scenario #12.
Task brief: judge whether a code patch is ready to submit after validator feedback.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: only one weak source is present and provenance is incomplete.
Validation state: no validator negation yet, but evidence coverage is below threshold.
Worktree state: unchanged.
Patch state: none.
Toolspec state: acceptable.


Prompt:
Training scenario #13.
Task brief: infer repository intent when the codebase must be reverse engineered before editing.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: only one weak source is present and provenance is incomplete.
Validation state: no validator negation yet, but evidence coverage is below threshold.
Worktree state: unchanged.
Patch state: none.
Toolspec state: acceptable.


Prompt:
Training scenario #14.
Task brief: judge whether a code patch is ready to submit after validator feedback.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: only one weak source is present and provenance is incomplete.
Validation state: no validator negation yet, but evidence coverage is below threshold.
Worktree state: unchanged.
Patch state: none.
Toolspec state: acceptable.


Prompt:
Training scenario #1.
Task brief: judge whether a code patch is ready to submit after validator feedback.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: partial evidence exists but does not adjudicate the actionable claim.
Validation state: current answer is provisional; execution receipt is missing.
Worktree state: unchanged.
Patch state: none.
Toolspec state: acceptable if execution is triggered.


Prompt:
Training scenario #2.
Task brief: judge whether a code patch is ready to submit after validator feedback.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: partial evidence exists but does not adjudicate the actionable claim.
Validation state: current answer is provisional; execution receipt is missing.
Worktree state: unchanged.
Patch state: none.
Toolspec state: acceptable if execution is triggered.


Prompt:
Training scenario #3.
Task brief: decide whether another sandbox run is needed before accepting a patch.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: partial evidence exists but does not adjudicate the actionable claim.
Validation state: current answer is provisional; execution receipt is missing.
Worktree state: unchanged.
Patch state: none.
Toolspec state: acceptable if execution is triggered.


Prompt:
Training scenario #4.
Task brief: decide whether another sandbox run is needed before accepting a patch.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: partial evidence exists but does not adjudicate the actionable claim.
Validation state: current answer is provisional; execution receipt is missing.
Worktree state: unchanged.
Patch state: none.
Toolspec state: acceptable if execution is triggered.


Prompt:
Training scenario #5.
Task brief: infer repository intent when the codebase must be reverse engineered before editing.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: partial evidence exists but does not adjudicate the actionable claim.
Validation state: current answer is provisional; execution receipt is missing.
Worktree state: unchanged.
Patch state: none.
Toolspec state: acceptable if execution is triggered.


Prompt:
Training scenario #6.
Task brief: judge whether a code patch is ready to submit after validator feedback.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: partial evidence exists but does not adjudicate the actionable claim.
Validation state: current answer is provisional; execution receipt is missing.
Worktree state: unchanged.
Patch state: none.
Toolspec state: acceptable if execution is triggered.


Prompt:
Training scenario #7.
Task brief: decide whether a post-generation self-check loop is still required.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: partial evidence exists but does not adjudicate the actionable claim.
Validation state: current answer is provisional; execution receipt is missing.
Worktree state: unchanged.
Patch state: none.
Toolspec state: acceptable if execution is triggered.


Prompt:
Training scenario #8.
Task brief: estimate runtime risk before trusting a partially-validated repository change.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: partial evidence exists but does not adjudicate the actionable claim.
Validation state: current answer is provisional; execution receipt is missing.
Worktree state: unchanged.
Patch state: none.
Toolspec state: acceptable if execution is triggered.


Prompt:
Training scenario #9.
Task brief: decide whether a post-generation self-check loop is still required.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: partial evidence exists but does not adjudicate the actionable claim.
Validation state: current answer is provisional; execution receipt is missing.
Worktree state: unchanged.
Patch state: none.
Toolspec state: acceptable if execution is triggered.


Prompt:
Training scenario #10.
Task brief: infer repository intent when the codebase must be reverse engineered before editing.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: partial evidence exists but does not adjudicate the actionable claim.
Validation state: current answer is provisional; execution receipt is missing.
Worktree state: unchanged.
Patch state: none.
Toolspec state: acceptable if execution is triggered.


Prompt:
Training scenario #11.
Task brief: decide whether another sandbox run is needed before accepting a patch.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: partial evidence exists but does not adjudicate the actionable claim.
Validation state: current answer is provisional; execution receipt is missing.
Worktree state: unchanged.
Patch state: none.
Toolspec state: acceptable if execution is triggered.


Prompt:
Training scenario #12.
Task brief: infer repository intent when the codebase must be reverse engineered before editing.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: partial evidence exists but does not adjudicate the actionable claim.
Validation state: current answer is provisional; execution receipt is missing.
Worktree state: unchanged.
Patch state: none.
Toolspec state: acceptable if execution is triggered.


Prompt:
Training scenario #13.
Task brief: decide whether another sandbox run is needed before accepting a patch.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: partial evidence exists but does not adjudicate the actionable claim.
Validation state: current answer is provisional; execution receipt is missing.
Worktree state: unchanged.
Patch state: none.
Toolspec state: acceptable if execution is triggered.


Prompt:
Training scenario #14.
Task brief: estimate runtime risk before trusting a partially-validated repository change.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: partial evidence exists but does not adjudicate the actionable claim.
Validation state: current answer is provisional; execution receipt is missing.
Worktree state: unchanged.
Patch state: none.
Toolspec state: acceptable if execution is triggered.


Prompt:
Training scenario #1.
Task brief: decide whether a post-generation self-check loop is still required.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: decent core evidence.
Validation state: current attempt failed because arguments conflict with the current schema.
Worktree state: unchanged.
Patch state: none.
Toolspec state: malformed / mismatched.


Prompt:
Training scenario #2.
Task brief: judge whether a code patch is ready to submit after validator feedback.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: decent core evidence.
Validation state: current attempt failed because arguments conflict with the current schema.
Worktree state: unchanged.
Patch state: none.
Toolspec state: malformed / mismatched.


Prompt:
Training scenario #3.
Task brief: judge whether a code patch is ready to submit after validator feedback.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: decent core evidence.
Validation state: current attempt failed because arguments conflict with the current schema.
Worktree state: unchanged.
Patch state: none.
Toolspec state: malformed / mismatched.


Prompt:
Training scenario #4.
Task brief: decide whether a post-generation self-check loop is still required.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: decent core evidence.
Validation state: current attempt failed because arguments conflict with the current schema.
Worktree state: unchanged.
Patch state: none.
Toolspec state: malformed / mismatched.


Prompt:
Training scenario #5.
Task brief: estimate runtime risk before trusting a partially-validated repository change.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: decent core evidence.
Validation state: current attempt failed because arguments conflict with the current schema.
Worktree state: unchanged.
Patch state: none.
Toolspec state: malformed / mismatched.


Prompt:
Training scenario #6.
Task brief: decide whether a post-generation self-check loop is still required.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: decent core evidence.
Validation state: current attempt failed because arguments conflict with the current schema.
Worktree state: unchanged.
Patch state: none.
Toolspec state: malformed / mismatched.


Prompt:
Training scenario #7.
Task brief: infer repository intent when the codebase must be reverse engineered before editing.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: decent core evidence.
Validation state: current attempt failed because arguments conflict with the current schema.
Worktree state: unchanged.
Patch state: none.
Toolspec state: malformed / mismatched.


Prompt:
Training scenario #8.
Task brief: judge whether a code patch is ready to submit after validator feedback.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: decent core evidence.
Validation state: current attempt failed because arguments conflict with the current schema.
Worktree state: unchanged.
Patch state: none.
Toolspec state: malformed / mismatched.


Prompt:
Training scenario #9.
Task brief: estimate runtime risk before trusting a partially-validated repository change.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: decent core evidence.
Validation state: current attempt failed because arguments conflict with the current schema.
Worktree state: unchanged.
Patch state: none.
Toolspec state: malformed / mismatched.


Prompt:
Training scenario #10.
Task brief: estimate runtime risk before trusting a partially-validated repository change.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: decent core evidence.
Validation state: current attempt failed because arguments conflict with the current schema.
Worktree state: unchanged.
Patch state: none.
Toolspec state: malformed / mismatched.


Prompt:
Training scenario #11.
Task brief: decide whether another sandbox run is needed before accepting a patch.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: decent core evidence.
Validation state: current attempt failed because arguments conflict with the current schema.
Worktree state: unchanged.
Patch state: none.
Toolspec state: malformed / mismatched.


Prompt:
Training scenario #12.
Task brief: infer repository intent when the codebase must be reverse engineered before editing.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: decent core evidence.
Validation state: current attempt failed because arguments conflict with the current schema.
Worktree state: unchanged.
Patch state: none.
Toolspec state: malformed / mismatched.


Prompt:
Training scenario #13.
Task brief: estimate runtime risk before trusting a partially-validated repository change.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: decent core evidence.
Validation state: current attempt failed because arguments conflict with the current schema.
Worktree state: unchanged.
Patch state: none.
Toolspec state: malformed / mismatched.


Prompt:
Training scenario #14.
Task brief: judge whether a code patch is ready to submit after validator feedback.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: decent core evidence.
Validation state: current attempt failed because arguments conflict with the current schema.
Worktree state: unchanged.
Patch state: none.
Toolspec state: malformed / mismatched.


Prompt:
Training scenario #1.
Task brief: judge whether a code patch is ready to submit after validator feedback.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: limited and partially stale.
Validation state: optional execution not yet run.
Worktree state: unchanged.
Patch state: none.
Risk note: the request touches a high-risk domain where unsupported claims are unacceptable.


Prompt:
Training scenario #2.
Task brief: infer repository intent when the codebase must be reverse engineered before editing.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: limited and partially stale.
Validation state: optional execution not yet run.
Worktree state: unchanged.
Patch state: none.
Risk note: the request touches a high-risk domain where unsupported claims are unacceptable.


Prompt:
Training scenario #3.
Task brief: judge whether a code patch is ready to submit after validator feedback.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: limited and partially stale.
Validation state: optional execution not yet run.
Worktree state: unchanged.
Patch state: none.
Risk note: the request touches a high-risk domain where unsupported claims are unacceptable.


Prompt:
Training scenario #4.
Task brief: decide whether a post-generation self-check loop is still required.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: limited and partially stale.
Validation state: optional execution not yet run.
Worktree state: unchanged.
Patch state: none.
Risk note: the request touches a high-risk domain where unsupported claims are unacceptable.


Prompt:
Training scenario #5.
Task brief: judge whether a code patch is ready to submit after validator feedback.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: limited and partially stale.
Validation state: optional execution not yet run.
Worktree state: unchanged.
Patch state: none.
Risk note: the request touches a high-risk domain where unsupported claims are unacceptable.


Prompt:
Training scenario #6.
Task brief: estimate runtime risk before trusting a partially-validated repository change.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: limited and partially stale.
Validation state: optional execution not yet run.
Worktree state: unchanged.
Patch state: none.
Risk note: the request touches a high-risk domain where unsupported claims are unacceptable.


Prompt:
Training scenario #7.
Task brief: decide whether a post-generation self-check loop is still required.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: limited and partially stale.
Validation state: optional execution not yet run.
Worktree state: unchanged.
Patch state: none.
Risk note: the request touches a high-risk domain where unsupported claims are unacceptable.


Prompt:
Training scenario #8.
Task brief: judge whether a code patch is ready to submit after validator feedback.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: limited and partially stale.
Validation state: optional execution not yet run.
Worktree state: unchanged.
Patch state: none.
Risk note: the request touches a high-risk domain where unsupported claims are unacceptable.


Prompt:
Training scenario #9.
Task brief: judge whether a code patch is ready to submit after validator feedback.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: limited and partially stale.
Validation state: optional execution not yet run.
Worktree state: unchanged.
Patch state: none.
Risk note: the request touches a high-risk domain where unsupported claims are unacceptable.


Prompt:
Training scenario #10.
Task brief: judge whether a code patch is ready to submit after validator feedback.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: limited and partially stale.
Validation state: optional execution not yet run.
Worktree state: unchanged.
Patch state: none.
Risk note: the request touches a high-risk domain where unsupported claims are unacceptable.


Prompt:
Training scenario #11.
Task brief: decide whether another sandbox run is needed before accepting a patch.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: limited and partially stale.
Validation state: optional execution not yet run.
Worktree state: unchanged.
Patch state: none.
Risk note: the request touches a high-risk domain where unsupported claims are unacceptable.


Prompt:
Training scenario #12.
Task brief: decide whether another sandbox run is needed before accepting a patch.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: limited and partially stale.
Validation state: optional execution not yet run.
Worktree state: unchanged.
Patch state: none.
Risk note: the request touches a high-risk domain where unsupported claims are unacceptable.


Prompt:
Training scenario #13.
Task brief: judge whether a code patch is ready to submit after validator feedback.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: limited and partially stale.
Validation state: optional execution not yet run.
Worktree state: unchanged.
Patch state: none.
Risk note: the request touches a high-risk domain where unsupported claims are unacceptable.


Prompt:
Training scenario #14.
Task brief: decide whether a post-generation self-check loop is still required.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: limited and partially stale.
Validation state: optional execution not yet run.
Worktree state: unchanged.
Patch state: none.
Risk note: the request touches a high-risk domain where unsupported claims are unacceptable.


Prompt:
Training scenario #1.
Task brief: decide whether a post-generation self-check loop is still required.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: two strong sources disagree on the core conclusion.
Validation state: no decisive validator adjudication yet.
Worktree state: unchanged.
Patch state: none.
Conflict note: contradiction must remain visible rather than collapsed.


Prompt:
Training scenario #2.
Task brief: decide whether a post-generation self-check loop is still required.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: two strong sources disagree on the core conclusion.
Validation state: no decisive validator adjudication yet.
Worktree state: unchanged.
Patch state: none.
Conflict note: contradiction must remain visible rather than collapsed.


Prompt:
Training scenario #3.
Task brief: decide whether a post-generation self-check loop is still required.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: two strong sources disagree on the core conclusion.
Validation state: no decisive validator adjudication yet.
Worktree state: unchanged.
Patch state: none.
Conflict note: contradiction must remain visible rather than collapsed.


Prompt:
Training scenario #4.
Task brief: judge whether a code patch is ready to submit after validator feedback.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: two strong sources disagree on the core conclusion.
Validation state: no decisive validator adjudication yet.
Worktree state: unchanged.
Patch state: none.
Conflict note: contradiction must remain visible rather than collapsed.


Prompt:
Training scenario #5.
Task brief: infer repository intent when the codebase must be reverse engineered before editing.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: two strong sources disagree on the core conclusion.
Validation state: no decisive validator adjudication yet.
Worktree state: unchanged.
Patch state: none.
Conflict note: contradiction must remain visible rather than collapsed.


Prompt:
Training scenario #6.
Task brief: decide whether another sandbox run is needed before accepting a patch.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: two strong sources disagree on the core conclusion.
Validation state: no decisive validator adjudication yet.
Worktree state: unchanged.
Patch state: none.
Conflict note: contradiction must remain visible rather than collapsed.


Prompt:
Training scenario #7.
Task brief: estimate runtime risk before trusting a partially-validated repository change.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: two strong sources disagree on the core conclusion.
Validation state: no decisive validator adjudication yet.
Worktree state: unchanged.
Patch state: none.
Conflict note: contradiction must remain visible rather than collapsed.


Prompt:
Training scenario #8.
Task brief: estimate runtime risk before trusting a partially-validated repository change.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: two strong sources disagree on the core conclusion.
Validation state: no decisive validator adjudication yet.
Worktree state: unchanged.
Patch state: none.
Conflict note: contradiction must remain visible rather than collapsed.


Prompt:
Training scenario #9.
Task brief: judge whether a code patch is ready to submit after validator feedback.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: two strong sources disagree on the core conclusion.
Validation state: no decisive validator adjudication yet.
Worktree state: unchanged.
Patch state: none.
Conflict note: contradiction must remain visible rather than collapsed.


Prompt:
Training scenario #10.
Task brief: estimate runtime risk before trusting a partially-validated repository change.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: two strong sources disagree on the core conclusion.
Validation state: no decisive validator adjudication yet.
Worktree state: unchanged.
Patch state: none.
Conflict note: contradiction must remain visible rather than collapsed.


Prompt:
Training scenario #11.
Task brief: estimate runtime risk before trusting a partially-validated repository change.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: two strong sources disagree on the core conclusion.
Validation state: no decisive validator adjudication yet.
Worktree state: unchanged.
Patch state: none.
Conflict note: contradiction must remain visible rather than collapsed.


Prompt:
Training scenario #12.
Task brief: judge whether a code patch is ready to submit after validator feedback.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: two strong sources disagree on the core conclusion.
Validation state: no decisive validator adjudication yet.
Worktree state: unchanged.
Patch state: none.
Conflict note: contradiction must remain visible rather than collapsed.


Prompt:
Training scenario #13.
Task brief: decide whether a post-generation self-check loop is still required.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: two strong sources disagree on the core conclusion.
Validation state: no decisive validator adjudication yet.
Worktree state: unchanged.
Patch state: none.
Conflict note: contradiction must remain visible rather than collapsed.


Prompt:
Training scenario #14.
Task brief: judge whether a code patch is ready to submit after validator feedback.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: two strong sources disagree on the core conclusion.
Validation state: no decisive validator adjudication yet.
Worktree state: unchanged.
Patch state: none.
Conflict note: contradiction must remain visible rather than collapsed.


Prompt:
Training scenario #1.
Task brief: decide whether another sandbox run is needed before accepting a patch.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: prior support existed.
Validation state: validator receipt explicitly negated the active conclusion.
Worktree state: current diff still present.
Patch state: corrective patch not yet produced.
Failure route: rollback path opened.


Prompt:
Training scenario #2.
Task brief: decide whether another sandbox run is needed before accepting a patch.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: prior support existed.
Validation state: validator receipt explicitly negated the active conclusion.
Worktree state: current diff still present.
Patch state: corrective patch not yet produced.
Failure route: rollback path opened.


Prompt:
Training scenario #3.
Task brief: judge whether a code patch is ready to submit after validator feedback.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: prior support existed.
Validation state: validator receipt explicitly negated the active conclusion.
Worktree state: current diff still present.
Patch state: corrective patch not yet produced.
Failure route: rollback path opened.


Prompt:
Training scenario #4.
Task brief: judge whether a code patch is ready to submit after validator feedback.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: prior support existed.
Validation state: validator receipt explicitly negated the active conclusion.
Worktree state: current diff still present.
Patch state: corrective patch not yet produced.
Failure route: rollback path opened.


Prompt:
Training scenario #5.
Task brief: judge whether a code patch is ready to submit after validator feedback.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: prior support existed.
Validation state: validator receipt explicitly negated the active conclusion.
Worktree state: current diff still present.
Patch state: corrective patch not yet produced.
Failure route: rollback path opened.


Prompt:
Training scenario #6.
Task brief: decide whether a post-generation self-check loop is still required.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: prior support existed.
Validation state: validator receipt explicitly negated the active conclusion.
Worktree state: current diff still present.
Patch state: corrective patch not yet produced.
Failure route: rollback path opened.


Prompt:
Training scenario #7.
Task brief: decide whether a post-generation self-check loop is still required.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: prior support existed.
Validation state: validator receipt explicitly negated the active conclusion.
Worktree state: current diff still present.
Patch state: corrective patch not yet produced.
Failure route: rollback path opened.


Prompt:
Training scenario #8.
Task brief: decide whether another sandbox run is needed before accepting a patch.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: prior support existed.
Validation state: validator receipt explicitly negated the active conclusion.
Worktree state: current diff still present.
Patch state: corrective patch not yet produced.
Failure route: rollback path opened.


Prompt:
Training scenario #9.
Task brief: infer repository intent when the codebase must be reverse engineered before editing.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: prior support existed.
Validation state: validator receipt explicitly negated the active conclusion.
Worktree state: current diff still present.
Patch state: corrective patch not yet produced.
Failure route: rollback path opened.


Prompt:
Training scenario #10.
Task brief: decide whether another sandbox run is needed before accepting a patch.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: prior support existed.
Validation state: validator receipt explicitly negated the active conclusion.
Worktree state: current diff still present.
Patch state: corrective patch not yet produced.
Failure route: rollback path opened.


Prompt:
Training scenario #11.
Task brief: decide whether a post-generation self-check loop is still required.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: prior support existed.
Validation state: validator receipt explicitly negated the active conclusion.
Worktree state: current diff still present.
Patch state: corrective patch not yet produced.
Failure route: rollback path opened.


Prompt:
Training scenario #12.
Task brief: infer repository intent when the codebase must be reverse engineered before editing.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: prior support existed.
Validation state: validator receipt explicitly negated the active conclusion.
Worktree state: current diff still present.
Patch state: corrective patch not yet produced.
Failure route: rollback path opened.


Prompt:
Training scenario #13.
Task brief: decide whether another sandbox run is needed before accepting a patch.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: prior support existed.
Validation state: validator receipt explicitly negated the active conclusion.
Worktree state: current diff still present.
Patch state: corrective patch not yet produced.
Failure route: rollback path opened.


Prompt:
Training scenario #14.
Task brief: decide whether another sandbox run is needed before accepting a patch.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: prior support existed.
Validation state: validator receipt explicitly negated the active conclusion.
Worktree state: current diff still present.
Patch state: corrective patch not yet produced.
Failure route: rollback path opened.


Prompt:
Training scenario #1.
Task brief: decide whether a post-generation self-check loop is still required.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: moderate coverage.
Validation state: no final receipt.
Worktree state: conflicting edits and snapshot mismatch detected.
Patch state: pending.
Permission note: write path should remain bounded until conflict is resolved.


Prompt:
Training scenario #2.
Task brief: decide whether a post-generation self-check loop is still required.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: moderate coverage.
Validation state: no final receipt.
Worktree state: conflicting edits and snapshot mismatch detected.
Patch state: pending.
Permission note: write path should remain bounded until conflict is resolved.


Prompt:
Training scenario #3.
Task brief: judge whether a code patch is ready to submit after validator feedback.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: moderate coverage.
Validation state: no final receipt.
Worktree state: conflicting edits and snapshot mismatch detected.
Patch state: pending.
Permission note: write path should remain bounded until conflict is resolved.


Prompt:
Training scenario #4.
Task brief: decide whether a post-generation self-check loop is still required.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: moderate coverage.
Validation state: no final receipt.
Worktree state: conflicting edits and snapshot mismatch detected.
Patch state: pending.
Permission note: write path should remain bounded until conflict is resolved.


Prompt:
Training scenario #5.
Task brief: decide whether a post-generation self-check loop is still required.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: moderate coverage.
Validation state: no final receipt.
Worktree state: conflicting edits and snapshot mismatch detected.
Patch state: pending.
Permission note: write path should remain bounded until conflict is resolved.


Prompt:
Training scenario #6.
Task brief: decide whether another sandbox run is needed before accepting a patch.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: moderate coverage.
Validation state: no final receipt.
Worktree state: conflicting edits and snapshot mismatch detected.
Patch state: pending.
Permission note: write path should remain bounded until conflict is resolved.


Prompt:
Training scenario #7.
Task brief: judge whether a code patch is ready to submit after validator feedback.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: moderate coverage.
Validation state: no final receipt.
Worktree state: conflicting edits and snapshot mismatch detected.
Patch state: pending.
Permission note: write path should remain bounded until conflict is resolved.


Prompt:
Training scenario #8.
Task brief: estimate runtime risk before trusting a partially-validated repository change.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: moderate coverage.
Validation state: no final receipt.
Worktree state: conflicting edits and snapshot mismatch detected.
Patch state: pending.
Permission note: write path should remain bounded until conflict is resolved.


Prompt:
Training scenario #9.
Task brief: infer repository intent when the codebase must be reverse engineered before editing.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: moderate coverage.
Validation state: no final receipt.
Worktree state: conflicting edits and snapshot mismatch detected.
Patch state: pending.
Permission note: write path should remain bounded until conflict is resolved.


Prompt:
Training scenario #10.
Task brief: estimate runtime risk before trusting a partially-validated repository change.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: moderate coverage.
Validation state: no final receipt.
Worktree state: conflicting edits and snapshot mismatch detected.
Patch state: pending.
Permission note: write path should remain bounded until conflict is resolved.


Prompt:
Training scenario #11.
Task brief: judge whether a code patch is ready to submit after validator feedback.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: moderate coverage.
Validation state: no final receipt.
Worktree state: conflicting edits and snapshot mismatch detected.
Patch state: pending.
Permission note: write path should remain bounded until conflict is resolved.


Prompt:
Training scenario #12.
Task brief: decide whether another sandbox run is needed before accepting a patch.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: moderate coverage.
Validation state: no final receipt.
Worktree state: conflicting edits and snapshot mismatch detected.
Patch state: pending.
Permission note: write path should remain bounded until conflict is resolved.


Prompt:
Training scenario #13.
Task brief: decide whether another sandbox run is needed before accepting a patch.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: moderate coverage.
Validation state: no final receipt.
Worktree state: conflicting edits and snapshot mismatch detected.
Patch state: pending.
Permission note: write path should remain bounded until conflict is resolved.


Prompt:
Training scenario #14.
Task brief: decide whether a post-generation self-check loop is still required.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: moderate coverage.
Validation state: no final receipt.
Worktree state: conflicting edits and snapshot mismatch detected.
Patch state: pending.
Permission note: write path should remain bounded until conflict is resolved.


Prompt:
Training scenario #1.
Task brief: infer repository intent when the codebase must be reverse engineered before editing.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: mostly acceptable but not final.
Validation state: prior validator suggested a minimal corrective patch.
Worktree state: stable.
Patch state: patch artifact exists but has not been revalidated yet.
Receipt state: final submit receipt is missing.


Prompt:
Training scenario #2.
Task brief: infer repository intent when the codebase must be reverse engineered before editing.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: mostly acceptable but not final.
Validation state: prior validator suggested a minimal corrective patch.
Worktree state: stable.
Patch state: patch artifact exists but has not been revalidated yet.
Receipt state: final submit receipt is missing.


Prompt:
Training scenario #3.
Task brief: judge whether a code patch is ready to submit after validator feedback.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: mostly acceptable but not final.
Validation state: prior validator suggested a minimal corrective patch.
Worktree state: stable.
Patch state: patch artifact exists but has not been revalidated yet.
Receipt state: final submit receipt is missing.


Prompt:
Training scenario #4.
Task brief: judge whether a code patch is ready to submit after validator feedback.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: mostly acceptable but not final.
Validation state: prior validator suggested a minimal corrective patch.
Worktree state: stable.
Patch state: patch artifact exists but has not been revalidated yet.
Receipt state: final submit receipt is missing.


Prompt:
Training scenario #5.
Task brief: decide whether another sandbox run is needed before accepting a patch.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: mostly acceptable but not final.
Validation state: prior validator suggested a minimal corrective patch.
Worktree state: stable.
Patch state: patch artifact exists but has not been revalidated yet.
Receipt state: final submit receipt is missing.


Prompt:
Training scenario #6.
Task brief: decide whether another sandbox run is needed before accepting a patch.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: mostly acceptable but not final.
Validation state: prior validator suggested a minimal corrective patch.
Worktree state: stable.
Patch state: patch artifact exists but has not been revalidated yet.
Receipt state: final submit receipt is missing.


Prompt:
Training scenario #7.
Task brief: decide whether a post-generation self-check loop is still required.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: mostly acceptable but not final.
Validation state: prior validator suggested a minimal corrective patch.
Worktree state: stable.
Patch state: patch artifact exists but has not been revalidated yet.
Receipt state: final submit receipt is missing.


Prompt:
Training scenario #8.
Task brief: estimate runtime risk before trusting a partially-validated repository change.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: mostly acceptable but not final.
Validation state: prior validator suggested a minimal corrective patch.
Worktree state: stable.
Patch state: patch artifact exists but has not been revalidated yet.
Receipt state: final submit receipt is missing.


Prompt:
Training scenario #9.
Task brief: judge whether a code patch is ready to submit after validator feedback.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: mostly acceptable but not final.
Validation state: prior validator suggested a minimal corrective patch.
Worktree state: stable.
Patch state: patch artifact exists but has not been revalidated yet.
Receipt state: final submit receipt is missing.


Prompt:
Training scenario #10.
Task brief: infer repository intent when the codebase must be reverse engineered before editing.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: mostly acceptable but not final.
Validation state: prior validator suggested a minimal corrective patch.
Worktree state: stable.
Patch state: patch artifact exists but has not been revalidated yet.
Receipt state: final submit receipt is missing.


Prompt:
Training scenario #11.
Task brief: estimate runtime risk before trusting a partially-validated repository change.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: mostly acceptable but not final.
Validation state: prior validator suggested a minimal corrective patch.
Worktree state: stable.
Patch state: patch artifact exists but has not been revalidated yet.
Receipt state: final submit receipt is missing.


Prompt:
Training scenario #12.
Task brief: estimate runtime risk before trusting a partially-validated repository change.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: mostly acceptable but not final.
Validation state: prior validator suggested a minimal corrective patch.
Worktree state: stable.
Patch state: patch artifact exists but has not been revalidated yet.
Receipt state: final submit receipt is missing.


Prompt:
Training scenario #13.
Task brief: decide whether a post-generation self-check loop is still required.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: mostly acceptable but not final.
Validation state: prior validator suggested a minimal corrective patch.
Worktree state: stable.
Patch state: patch artifact exists but has not been revalidated yet.
Receipt state: final submit receipt is missing.


Prompt:
Training scenario #14.
Task brief: judge whether a code patch is ready to submit after validator feedback.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: mostly acceptable but not final.
Validation state: prior validator suggested a minimal corrective patch.
Worktree state: stable.
Patch state: patch artifact exists but has not been revalidated yet.
Receipt state: final submit receipt is missing.


Prompt:
Training scenario #1.
Task brief: judge whether a code patch is ready to submit after validator feedback.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: strong prior evidence exists.
Validation state: post-generation self-check failed on a bounded test.
Worktree state: stable.
Patch state: last patch changed one target file.
Interpretation: another bounded repair cycle is warranted before submit.


Prompt:
Training scenario #2.
Task brief: judge whether a code patch is ready to submit after validator feedback.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: strong prior evidence exists.
Validation state: post-generation self-check failed on a bounded test.
Worktree state: stable.
Patch state: last patch changed one target file.
Interpretation: another bounded repair cycle is warranted before submit.


Prompt:
Training scenario #3.
Task brief: decide whether another sandbox run is needed before accepting a patch.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: strong prior evidence exists.
Validation state: post-generation self-check failed on a bounded test.
Worktree state: stable.
Patch state: last patch changed one target file.
Interpretation: another bounded repair cycle is warranted before submit.


Prompt:
Training scenario #4.
Task brief: infer repository intent when the codebase must be reverse engineered before editing.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: strong prior evidence exists.
Validation state: post-generation self-check failed on a bounded test.
Worktree state: stable.
Patch state: last patch changed one target file.
Interpretation: another bounded repair cycle is warranted before submit.


Prompt:
Training scenario #5.
Task brief: decide whether another sandbox run is needed before accepting a patch.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: strong prior evidence exists.
Validation state: post-generation self-check failed on a bounded test.
Worktree state: stable.
Patch state: last patch changed one target file.
Interpretation: another bounded repair cycle is warranted before submit.


Prompt:
Training scenario #6.
Task brief: judge whether a code patch is ready to submit after validator feedback.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: strong prior evidence exists.
Validation state: post-generation self-check failed on a bounded test.
Worktree state: stable.
Patch state: last patch changed one target file.
Interpretation: another bounded repair cycle is warranted before submit.


Prompt:
Training scenario #7.
Task brief: infer repository intent when the codebase must be reverse engineered before editing.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: strong prior evidence exists.
Validation state: post-generation self-check failed on a bounded test.
Worktree state: stable.
Patch state: last patch changed one target file.
Interpretation: another bounded repair cycle is warranted before submit.


Prompt:
Training scenario #8.
Task brief: estimate runtime risk before trusting a partially-validated repository change.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: strong prior evidence exists.
Validation state: post-generation self-check failed on a bounded test.
Worktree state: stable.
Patch state: last patch changed one target file.
Interpretation: another bounded repair cycle is warranted before submit.


Prompt:
Training scenario #9.
Task brief: estimate runtime risk before trusting a partially-validated repository change.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: strong prior evidence exists.
Validation state: post-generation self-check failed on a bounded test.
Worktree state: stable.
Patch state: last patch changed one target file.
Interpretation: another bounded repair cycle is warranted before submit.


Prompt:
Training scenario #10.
Task brief: infer repository intent when the codebase must be reverse engineered before editing.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: strong prior evidence exists.
Validation state: post-generation self-check failed on a bounded test.
Worktree state: stable.
Patch state: last patch changed one target file.
Interpretation: another bounded repair cycle is warranted before submit.


Prompt:
Training scenario #11.
Task brief: decide whether a post-generation self-check loop is still required.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: strong prior evidence exists.
Validation state: post-generation self-check failed on a bounded test.
Worktree state: stable.
Patch state: last patch changed one target file.
Interpretation: another bounded repair cycle is warranted before submit.


Prompt:
Training scenario #12.
Task brief: decide whether another sandbox run is needed before accepting a patch.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: strong prior evidence exists.
Validation state: post-generation self-check failed on a bounded test.
Worktree state: stable.
Patch state: last patch changed one target file.
Interpretation: another bounded repair cycle is warranted before submit.


Prompt:
Training scenario #13.
Task brief: infer repository intent when the codebase must be reverse engineered before editing.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: strong prior evidence exists.
Validation state: post-generation self-check failed on a bounded test.
Worktree state: stable.
Patch state: last patch changed one target file.
Interpretation: another bounded repair cycle is warranted before submit.


Prompt:
Training scenario #14.
Task brief: decide whether a post-generation self-check loop is still required.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: strong prior evidence exists.
Validation state: post-generation self-check failed on a bounded test.
Worktree state: stable.
Patch state: last patch changed one target file.
Interpretation: another bounded repair cycle is warranted before submit.


Prompt:
Training scenario #1.
Task brief: infer repository intent when the codebase must be reverse engineered before editing.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: repository structure is only partially mapped.
Validation state: no execution failure yet.
Worktree state: unchanged.
Patch state: none.
Interpretation: reverse engineering is required because architecture intent remains underdetermined.


Prompt:
Training scenario #2.
Task brief: decide whether another sandbox run is needed before accepting a patch.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: repository structure is only partially mapped.
Validation state: no execution failure yet.
Worktree state: unchanged.
Patch state: none.
Interpretation: reverse engineering is required because architecture intent remains underdetermined.


Prompt:
Training scenario #3.
Task brief: decide whether a post-generation self-check loop is still required.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: repository structure is only partially mapped.
Validation state: no execution failure yet.
Worktree state: unchanged.
Patch state: none.
Interpretation: reverse engineering is required because architecture intent remains underdetermined.


Prompt:
Training scenario #4.
Task brief: decide whether another sandbox run is needed before accepting a patch.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: repository structure is only partially mapped.
Validation state: no execution failure yet.
Worktree state: unchanged.
Patch state: none.
Interpretation: reverse engineering is required because architecture intent remains underdetermined.


Prompt:
Training scenario #5.
Task brief: decide whether another sandbox run is needed before accepting a patch.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: repository structure is only partially mapped.
Validation state: no execution failure yet.
Worktree state: unchanged.
Patch state: none.
Interpretation: reverse engineering is required because architecture intent remains underdetermined.


Prompt:
Training scenario #6.
Task brief: estimate runtime risk before trusting a partially-validated repository change.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: repository structure is only partially mapped.
Validation state: no execution failure yet.
Worktree state: unchanged.
Patch state: none.
Interpretation: reverse engineering is required because architecture intent remains underdetermined.


Prompt:
Training scenario #7.
Task brief: decide whether another sandbox run is needed before accepting a patch.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: repository structure is only partially mapped.
Validation state: no execution failure yet.
Worktree state: unchanged.
Patch state: none.
Interpretation: reverse engineering is required because architecture intent remains underdetermined.


Prompt:
Training scenario #8.
Task brief: infer repository intent when the codebase must be reverse engineered before editing.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: repository structure is only partially mapped.
Validation state: no execution failure yet.
Worktree state: unchanged.
Patch state: none.
Interpretation: reverse engineering is required because architecture intent remains underdetermined.


Prompt:
Training scenario #9.
Task brief: decide whether another sandbox run is needed before accepting a patch.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: repository structure is only partially mapped.
Validation state: no execution failure yet.
Worktree state: unchanged.
Patch state: none.
Interpretation: reverse engineering is required because architecture intent remains underdetermined.


Prompt:
Training scenario #10.
Task brief: decide whether another sandbox run is needed before accepting a patch.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: repository structure is only partially mapped.
Validation state: no execution failure yet.
Worktree state: unchanged.
Patch state: none.
Interpretation: reverse engineering is required because architecture intent remains underdetermined.


Prompt:
Training scenario #11.
Task brief: decide whether another sandbox run is needed before accepting a patch.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: repository structure is only partially mapped.
Validation state: no execution failure yet.
Worktree state: unchanged.
Patch state: none.
Interpretation: reverse engineering is required because architecture intent remains underdetermined.


Prompt:
Training scenario #12.
Task brief: infer repository intent when the codebase must be reverse engineered before editing.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: repository structure is only partially mapped.
Validation state: no execution failure yet.
Worktree state: unchanged.
Patch state: none.
Interpretation: reverse engineering is required because architecture intent remains underdetermined.


Prompt:
Training scenario #13.
Task brief: decide whether another sandbox run is needed before accepting a patch.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: repository structure is only partially mapped.
Validation state: no execution failure yet.
Worktree state: unchanged.
Patch state: none.
Interpretation: reverse engineering is required because architecture intent remains underdetermined.


Prompt:
Training scenario #14.
Task brief: decide whether a post-generation self-check loop is still required.
Product line: veriloop_coder.
Runtime mode: verify-before-submit.
Harness state: validator loop active; permission context active; worktree state tracked; runtime protocol active.
Return uncertainty only as a structured five-dimensional estimate.
Evidence bundle: repository structure is only partially mapped.
Validation state: no execution failure yet.
Worktree state: unchanged.
Patch state: none.
Interpretation: reverse engineering is required because architecture intent remains underdetermined.