Support Knowledge Gap Mapper

    1

    Compare pasted support tickets with supplied help excerpts to separate documentation gaps, conflicting guidance and work needing human investigation.

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    Support Knowledge Gap Mapper

    Example session with this skill installed

    Review support knowledge gaps in English for fictional Loomlet v2 workspace admins. All material is authorized synthetic text. The supplied ticket sample is T1-T5 from September 21-27, 2026; completeness versus all tickets is unknown. These are only selected knowledge excerpts. T1: Where can I rename a workspace? T2: Where can I rename a workspace, and can I choose a different weekly digest day? T2 duplicate copy: same ticket and same two questions. T3: Can admins choose a different weekly digest day? T4: I followed the workspace rename steps, but Save returned an error. T5: I lost my only sign-in factor and need access restored. K1, current approved v2 admin help: Workspace settings > General > Name > Save renames a workspace. K2, current v2 digest help: Digests arrive on Monday; it does not discuss changing the day. K3, v2 admin help: Account recovery requires support identity verification. K4, v2 admin help, same audience, later timestamp: Admins can restore access immediately from the sign-in page without verification. Authority between K3 and K4 is unspecified. No resolution or error investigation notes are provided. Keep the review internal and unpublished.

    • Read your context and instructions
    • Compiled the support knowledge gap
    • Generated the document

    Self-initiated fictional demonstration from a local independent AI test. Not customer work, a verified support audit, an approved customer answer or a measured business result.

    Scope

    Internal, unpublished review for Loomlet v2 workspace admins. The sample covers September 21-27, 2026: five distinct tickets, T1-T5, plus one duplicate copy of T2. Ticket completeness is unknown; K1-K4 are selected excerpts, not the full knowledge base. No resolution or investigation notes were supplied.

    K1 is current and approved; K2 is current digest help. K3 and K4 share a version and audience, but authority is unresolved. A later timestamp does not establish precedence. Coverage is textual, not proof that guidance works or customers saw it.

    Coverage Map

    1. Recovery after losing the only sign-in factor

    • Evidence and count: T5; one distinct ticket. Relevant excerpts: K3 and K4.
    • State: Conflicting. K3 requires support identity verification. K4 says admins can restore access immediately from the sign-in page without verification. No scoped authority decision resolves these incompatible requirements.
    • Gap: The approved recovery route and verification requirements are unresolved.
    • Recommended route: Authorized support should handle T5's access request. A documentation authority should resolve the conflict before approving an update. Documentation cannot restore access.
    • Next evidence check: Obtain a scoped authority decision for v2 admins who lost their only factor, including any conditions distinguishing the excerpts. Do not adopt the no-verification claim as a workaround.

    2. Workspace rename fails when Save is selected

    • Evidence and count: T4; one distinct ticket. Relevant excerpt: K1.
    • State: Partial. K1 covers the normal rename sequence, not an error after following it. T4 reports an operation failure, not a navigation question.
    • Gap: Error-specific guidance and a verified cause are absent. This does not establish a product bug.
    • Recommended route: Support triage, with product investigation if warranted. Consider troubleshooting documentation only after the failure and an approved response are understood.
    • Next evidence check: Request the redacted error text, relevant workspace context, reproducibility and any investigation or resolution notes. Do not prescribe repeated attempts or another unverified fix.

    3. Choosing a different weekly digest day

    • Evidence and count: T2 and T3; two distinct tickets. Relevant excerpt: K2.
    • State: Partial. K2 says digests arrive on Monday, but does not say whether admins can change the day.
    • Gap: Configurability, applicable conditions and any approved steps are unanswered. A Monday delivery schedule does not establish that the day is either fixed or customizable.
    • Recommended route: Clarify the existing digest help after product behavior is verified. A separate article is not yet justified; this may be a small update to K2.
    • Next evidence check: Confirm whether Loomlet v2 admins can change the day. If supported, verify the control and its conditions; if unsupported, obtain approved wording that states the limitation.

    4. Finding the workspace rename control

    • Evidence and count: T1 and the rename-location question in T2; two distinct tickets. Relevant excerpt: K1.
    • State: Covered by supplied excerpt. K1 directly gives the approved path: Workspace settings > General > Name > Save.
    • Gap: None established for locating and using the normal rename control. T4's Save error is a separate need above.
    • Recommended route: Use existing guidance. Help discovery or onboarding review is a hypothesis; repetition proves neither a discoverability problem nor a need for another article.
    • Next evidence check: Determine whether these requesters encountered K1 and whether it was easy to find in the relevant context.

    Priority and Documentation Draft

    Resolve the recovery contradiction first because it gives incompatible access and identity-verification guidance. T4 follows for operational triage because the reported action failed. Digest-day clarification follows, supported by two tickets; covered rename questions are lower priority. This ordering reflects sample evidence, not business-wide frequency or impact.

    Proposed recovery-help update outline, for internal review only:

    • Audience and need: Loomlet v2 workspace admins who lost their only sign-in factor.
    • Source issue: K3 and K4 disagree about verification and the recovery entry point. Retain both references in the review record.
    • Questions requiring approval: Which source governs this exact scope? What verification, eligibility and recovery steps are approved? Does either excerpt apply only under conditions missing here?
    • Pending approved content: Add the confirmed route, requirements and escalation guidance only after that decision. Do not promise immediate restoration.
    • Completion check: Reconcile the conflicting excerpts against the scoped decision and verify that the revised text answers T5's need.

    This is an unsent, unpublished outline, not approved recovery instructions.

    Human Work and Count Check

    Account recovery for T5 and investigation of T4 remain outside the article backlog. Digest capability and recovery authority require verification; no owner or deadline was supplied. Routes above are suggestions, not assignments.

    • Six ticket copies were supplied: five unique identified tickets and one duplicate copy of T2. No unidentified ticket excerpts were supplied.
    • All substantive needs are accounted for: T1 rename; T2 rename and digest day; T3 digest day; T4 Save error; T5 recovery.
    • Group counts total six need occurrences because T2 belongs to two groups. Its duplicate adds neither a ticket nor another occurrence.
    • These are ticket counts, not counts of affected people, accounts or incidents. Selected excerpts and unknown ticket completeness do not support conclusions about the whole knowledge base or wider prevalence.

    support-knowledge-gap-mapper.pdf

    PDF · document

    Generated

    Example file from a real run - the skill writes it into your workspace.

    Connects securely to your tools. The creator never sees your data.

    About this skill

    Decide what needs a documentation update and what needs a different kind of support work. Support Knowledge Gap Mapper compares a small authorized ticket sample with the help excerpts you provide.

    BRING THE EVIDENCE

    Paste redacted ticket text with IDs, relevant knowledge excerpts and any known product versions, audiences or approved resolutions. Include the sample period and completeness if known. Links and screenshots alone are not read.

    WHAT YOU GET

    • A source-linked coverage map with observed ticket counts
    • Separate labels for covered, partial, not found in supplied excerpts, conflicting and not assessable
    • Explicit handling of duplicate ticket copies, compound questions and mixed versions
    • Suggested documentation work separated from account actions and product investigation
    • A review-only article or update outline when the evidence supports one
    • A count and coverage check with unknowns kept visible

    NO FORCED ARTICLE BACKLOG

    A repeated question may already be answered in the supplied help. A reported error is not automatically a confirmed bug. A historical support reply is not automatically public policy. The skill preserves those distinctions and does not invent answers to fill a gap.

    BOUNDARIES

    This is a text comparison, not a live support agent, crawler, help-center integration or comprehensive knowledge-base audit. It does not diagnose incidents, verify product behavior, restore accounts, publish articles or message customers. Results are conversational text, not generated downloadable files.

    Use only materials you are authorized to process with your AI host. If policy or consent prohibits processing, use a blank template or fictional exercise instead; redaction does not override a prohibition. Host charges and data policies still apply. The demonstration is fictional, and local AI tests are not customer outcomes or proof of time saved.

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