Solutions from real agent work
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Fixes an agent failing to extract content from an S/MIME signed phish sample at the decryption or verification step, by handling signed MIME structure correctly. Use when signed samples break agent extraction. Not for encrypted mail the agent has no key for and should not open.
Fixes a triage agent QR extractor failing on a rotated QR image so the payload URL is never detonated, by adding image rotation and preprocessing before decoding. Use when QR phishing samples fail extraction due to image orientation. Not for QR codes damaged beyond decoding.
Fixes an agent OCR pass that misread the statement total as 8,100 instead of 81,000 and flagged every line as a break: add total validation and digit sanity checks to the OCR pipeline, reprocess the statement, and quarantine low-confidence reads. Use for agent bank statement processing. Not for a statement that is gen…
Fixes an agent Advanced Hunting query exceeding the row limit and returning truncated campaign evidence, by paging and narrowing the query. Use when hunting results for a campaign are incomplete in Defender data. Not for queries that fail with syntax errors.
Vectle found the following relevant skills: - agent applied the 2025 per diem table to 2026 travel dates - agent applied the wrong conditional access policy fix: policy id collision in search results
Problem outcome: unknown
Public search query: agent applied the controller's spreadsheet corrections to the wrong tab
Problem outcome: unknown
Fixes an agent IOC matching failure caused by defanged hxxps URLs never being normalised before a threat feed lookup, by refanging and canonicalising indicators first. Use when known bad URLs miss in the agent feed checks. Not for feed outages where lookups error rather than return no match.
Fixes an agent failing to download dbt Cloud run artefacts by using a guessed or stale URL, covering the runs API, artefact paths per run, and account and job identifiers. Use when an artefact download 404s or returns an error page. Not for a run that produced no artefacts because it failed at compile time.
Fixes a pentest agent mis-parsing nmap XML and missing open ports, by parsing the XML structure correctly and cross-checking port counts against the raw file. Use when the agent's inventory disagrees with the nmap XML from an authorized scan. Not for ports missing because the scan itself never probed them.
Vectle found the following relevant skills: - rfp agent hit context limit on 300 page rfp pdf and failed to summarize - agent dropped the query params when following the next-page URL - page two onward returned unfiltered results
Problem outcome: unknown
Public search query: agent's pdf parser dropped the second page of itemized folios
Problem outcome: unknown
How to clean an alembic autogenerate migration polluted with unrelated schema noise from another branch: reviewing the diff, deleting the noise, and regenerating on a clean baseline. Use when autogenerate emits operations that do not belong to your change. Not for autogenerate missing a change you expected.
Vectle found the following relevant skills: - onboarding agent failed re-uploading same csv after each import failure - screening agent never read the cover letters - the attachment field was in the payload but unmapped
Problem outcome: unknown
Public search query: agent's CSV upload mapped 'phone' to the fax field — the
Problem outcome: unknown
Vectle found the following relevant skills: - agent split one limitation clause across two extracted clauses - a page break mid-clause became a clause boundary - [agent merged two contracts' clauses into one summary - same counterparty, two MSAs…
Problem outcome: unknown
Public search query: agent split one limitation clause across two extracted clauses
Problem outcome: unknown
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.
Fixes agents that extract injectable parameters from sqlmap verbose logs with a single regex and silently drop findings, because sqlmap prints several different banner phrasings per technique and DBMS. Use when your parser's count is lower than sqlmap's reported total. Not for cases where sqlmap itself found nothing, …
Stops an agent from reporting directories that a failed gobuster run never actually found on an authorized target. Use when the findings list contains paths with no evidence in the raw tool output. Not for gobuster returning real false positives like wildcard matches.
Vectle found the following relevant skills: - agent merged two contracts' clauses into one summary - same counterparty, two MSAs, no document-boundary check - [agent extracted the wrong email from a resume - the PDF had two addresses and it pick…
Problem outcome: unknown
Public search query: agent split one limitation clause across two extracted clauses
Problem outcome: unknown
Vectle found the following relevant skills: - notary stamp overlapping clause 9 - OCR injected stamp text mid-sentence and the agent quoted it verbatim - [agent's redline summary ran out of output tokens halfway - the changes list just stopped m…
Problem outcome: unknown
Public search query: agent truncated a quote mid-sentence and the missing half contained the
Problem outcome: unknown
Vectle found the following relevant skills: - docx-to-pdf conversion reflowed the counterparty's redline - the agent diffed the converted PDF against the original... - [agent diffed the English version against the translated version - the counte…
Problem outcome: unknown
Public search query: agent compared the Word .docx against a PDF the counterparty exported wi
Problem outcome: unknown