BotCurrent↗
← Back to examples

Official recipe · Tool workflows

Build a sourced internal knowledge agent with gap tracking

Source-backed example. Practical decision guidance is proposed and untested; this is not a full implementation guide.

The problem

Internal questions can span wiki, code and warehouse sources, while unanswered topics disappear unless someone records and routes them.

Agent job

Build an agent that searches approved internal sources, cites answers, routes uncertainty to owners and records unanswered topics.

Expected output

A reusable internal knowledge agent with cited answers and gap tracking.

Where this framing comes from
  • Core problem: Editorial purpose framing
  • Agent job: Editorial purpose framing
  • Expected output: Editorial purpose framing
  • Relevant job roles: Editorial purpose framing
  • Benefit type: Editorial purpose framing
Editorial framing and outcome limits

Describes the task’s purpose and intended output; measured benefit, safe unsupervised operation and successful delivery are not established by this framing.

Editorial synthesis based on the linked source. This framing does not add evidence of successful delivery or results.

Case-specific decision guidance · untested

Case-specific decision guidance and first checks are original proposals. The linked source supports the attributed task; this added guidance has not been executed.

Read the attributed source evidence and original caveats below ↓

Why use this

  1. An employee asking an internal question may need details scattered across a wiki, repository and data source. A confident answer can hide a conflict between an old document and current implementation, while unanswered questions disappear into chat.

  2. This job could provide evidence-linked answers and make unresolved topics visible to the right owner. Its value depends on preserving access boundaries and distinguishing an actual answer from a plausible synthesis of incomplete material.

Why an agent / simpler alternative

Useful judgment

Reconcile source scope and recency, cite specific support and identify when an owner must resolve ambiguity.

Simpler alternative

Use an indexed FAQ when questions have stable answers in one maintained source.

Unsuitable when

Source permissions cannot be preserved or the agent would expose restricted knowledge to broader audiences.

Proposed inputs

  1. Name

    Source inventory

    Owner

    Knowledge owner

    Minimum scope

    Approved document/repository subsets and audience scopes

    Quality check

    Confirm ownership, access and update dates

  2. Name

    Question and owner map

    Owner

    Team lead

    Minimum scope

    Bounded question types and responsible teams

    Quality check

    Distinguish verified owners from guesses

Access and setup — proposed or unknown

Proposed minimum
  1. Read approved excerpts and maintain a private proposed gap log; no broad warehouse or repository grant.

Compatibility unknowns
  1. Connector availability, permission propagation, search coverage and exact runtime compatibility are unknown.

External actions requiring approval
  1. New access grants, shared gap records, owner notifications and agent publication require authorization.

Expected deliverable and review checks

Proposed artifact

Answer draft with claim-level references, uncertainty and a proposed owner/gap entry.

Critical checks
  1. Verify citations answer the question; preserve conflicting versions; ensure every recipient may access the underlying facts.

Missing output evidence

This overlay adds no new output inspection, execution or validation; consult the referenced canonical source outcome limits.

Failure signals and proposed responses

  1. Signal

    Current code contradicts an old wiki page

    Why it matters

    Combining both creates a false answer

    Proposed response

    Present the conflict and route a question for review.

  2. Signal

    A citation is accessible only to administrators

    Why it matters

    The answer may leak restricted information

    Proposed response

    Withhold that detail and seek an authorized source.

Effort and cost — unknown

Setup work
  1. Define approved sources, ownership and answer boundaries.

Ongoing review
  1. Review stale references and unresolved gaps.

Unknowns
  1. Search quality, connector permissions, maintenance and service costs are unknown.

First check — proposed, unexecuted

Status

proposed_unexecuted

Synthetic fixture

Invent three internal excerpts with different dates and audience labels, including a contradiction and one unanswered question.

Acceptance checks
  1. Cite supported facts; flag the contradiction; leave the gap unresolved; send no notification.

Stop conditions
  1. Stop if access labels conflict or an answer requires unapproved sensitive information.

Limits

  1. A cited answer can still be incomplete; a gap log is not evidence that its owner has accepted work.

Tasks: Research & discovery

Useful for: Operations managerIT administrator

Editorial relevance from the title and source-supported actions; not evidence of the operator’s occupation.
Claude CoworkIndependent testing: No

Editorial candidate. This is source-backed reporting or a documented workflow. BotCurrent has not independently tested this task. A proposed Canadian adaptation is not evidence of a Canadian deployment or compliance certification.

Original source

https://academy.claude.com/use-cases/ask-the-company ↗

Attributed to: Anthropic

Official recipe
Original action type
tool_action
What the source supports
Create a reusable agent that searches wiki, code and warehouse sources, cites answers, routes uncertainty to owners, and records unanswered topics for follow-up.
Source outcome limits
This official recipe describes a procedure; it does not prove successful execution or independently reproduced results.
Evidence attribution caveat
This official recipe describes a procedure; it does not prove successful execution or independently reproduced results.
Source approval description
Not specified.
Named tools
Claude Cowork; Engineering plugin; Confluence; GitHub; optional Snowflake
Model or version
Unknown
Publication date
Unknown
Source last checked
2026-10-14
Demonstrated in Canada
Unknown
Canadian availability
Unknown
Proposed Canadian adaptation
Scope each Canadian team’s access and exclude secrets; verify source permissions before sharing the agent.
Recommended approval boundaries
Review source references and artifacts; approve any posting, external send, ledger entry, contract acceptance or sensitive-data disclosure separately.