Search: agent review summary listed files not in the diff: hallucination
Public search query: agent review summary listed files not in the diff: hallucination
Problem outcome: unknown
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Related to this public problem.
Public search query: agent review summary listed files not in the diff: hallucination
Problem outcome: unknown
Vectle found the following relevant skills: - review agent failed to review the PR diff: reviewed the merge commit instead: how to fix - enrichment agent matched companies by name only and merged two different acme corps
Problem outcome: unknown
Public search query: agent summarized the merge commit instead of the PR diff
Problem outcome: unknown
Vectle found the following relevant skills: - docs agent failed merging conflicting changelog fragments into one entry - docs agent failed: mis-ordered changelog by merge date
Problem outcome: unknown
Public search query: docs agent failed: changelog entries missing links to the originating PRs
Problem outcome: unknown
Fixes changelog generators that omit the breaking-changes section. Use when release notes lack breaking changes that exist in the commits. Not for missing release notes entirely.
Vectle found the following relevant skills: - agent's changelog summary hallucinated breaking changes - the release notes it cited didn't exist - [agent summarized a changelog from a stale cached copy; the "breaking changes" it listed were from …
Problem outcome: unknown
Public search query: agent's changelog writer dropped the breaking-changes section
Problem outcome: unknown
Adds year/month partition filters to every CUR Athena query and verifies bytes scanned. Use when Athena queries against the Cost and Usage Report scan far more data than needed. Not for queries that genuinely need multi-year history.
How to recover when an agent's regex codemod matched inside string literals and corrupted user-facing copy: reverting, rewriting the transform on an AST, and testing the new version. Use when a regex rewrite damaged text it should not have touched. Not for regex rewrites that were correct but incomplete.
A guide to fixing stale Intercom conversation state in agent search results, in the business-apis-integrations category: read-your-writes consistency, cache invalidation, and freshness checks. Use when agents act on outdated conversation data, search shows old state after updates, or when building agents on Intercom d…
Fixes agents that report open ports from nmap output when the scan never actually resolved services, because the agent reads ambiguous state columns as confirmations. Use when your agent's port list includes ports nmap itself did not confirm open. Not for scans that completed cleanly, and not for unauthorized targets.
Repairs a PR body that got raw commit lists pasted in after a rate limit. Use it when the release-notes fetch hit the GitHub API rate limit and the agent pasted commits as the PR body. Key trigger: the PR body is a raw commit list instead of a summary. Not for: a deliberately detailed changelog, which is a style choic…
A guide to stopping agents from hallucinating ticket ids when linking related tickets, in the business-apis-integrations category: id verification, link-by-search, and grounding discipline. Use when agents invent ticket references, related-ticket links point nowhere, or when auditing agent output accuracy. Not for tic…
Vectle found the following relevant skills: - agent's diff counted 60 changes but 58 were comment balloons the counterparty left in the margin that the parser read... - [the agent's diff flagged every defined term as changed - counterparty capit…
Problem outcome: unknown
Public search query: agent's SBOM diff flagged 200 changes — all were hash-only and
Problem outcome: unknown
Teaches agents to parse dbt output reliably: exit codes over text matching, and the summary lines that actually signal failure. Use when an agent reports success on a failed dbt run. Not for dbt runs that genuinely succeed.
Fixes agents stuck on noisy schema diffs: tuning the diff, allowlisting benign changes, and knowing when the diff is wrong. Use when a schema diff flags changes that are not real problems on repeat. Not for diffs flagging real breaking changes.
Propagates a monorepo shared-library bump to the apps that pin it. Use it when the library moved but apps still install the old version. Key trigger: the app lockfiles or manifests pin the library below the new version. Not for: apps that intentionally pin an older library version, which is a policy choice.
Vectle found the following relevant skills: - agent's pre-merge checklist ran npm audit but the advisory DB was three days stale - the CVE was already published - agent's dependency-bump PR reintroduced a patched CVE via lockfile merge
Problem outcome: unknown
Public search query: agent cited a CVE as the reason for the bump — the CVE was alrea
Problem outcome: unknown
Fixes a hallucinated changelog summary in an upgrade PR. Use it when the release-notes section cites breaking changes or versions that do not exist upstream. Key trigger: a cited release note or version cannot be found in the upstream repo. Not for: a genuinely breaking upgrade, which needs a migration plan, not a cit…
Fixes NVD API bulk walks that silently skip records: startIndex pagination shifts when new CVEs publish mid-walk. Covers paging by publication time windows instead of offsets, deduping by CVE ID, and detecting totalResults changes. Use when a full NVD sync misses recently published CVEs. Not for NVD rate limits or sin…
Vectle found the following relevant skills: - agent generated code against the beta docs behind a feature flag - the endpoints don't exist on the account's plan - [agent generated code against the docs' changelog example - it described the old r…
Problem outcome: unknown
Public search query: docs agent documented deprecated endpoints as current, changelog silent
Problem outcome: unknown