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ce-slack-research

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UpdatedJune 19, 2026 at 15:33

Search Slack for interpreted organizational context -- decisions, constraints, and discussion arcs -- and produce a synthesized research digest with cross-cutting analysis. Use when the user says 'search slack for', 'what did we discuss about', 'slack context for', or 'what does the team think about'. Differs from slack:find-discussions, which returns raw message results without synthesis.

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unizhu/ugent-compound-engineering

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SKILL.md

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name	ce-slack-research
description	Search Slack for interpreted organizational context -- decisions, constraints, and discussion arcs -- and produce a synthesized research digest with cross-cutting analysis. Use when the user says 'search slack for', 'what did we discuss about', 'slack context for', or 'what does the team think about'. Differs from slack:find-discussions, which returns raw message results without synthesis.

/ce-slack-research

Search Slack for organizational context and receive an interpreted research digest.

Usage

/ce-slack-research [topic or question]
/ce-slack-research

Examples

/ce-slack-research free trial
/ce-slack-research What did we say about free trial recently?
/ce-slack-research free trial in #proj-reverse-trial
/ce-slack-research onboarding flow after:2026-03-01

The input can be a keyword, a natural language question, or include Slack search modifiers like channel hints (in:#channel) and date filters (after:YYYY-MM-DD). The agent extracts the topic and formulates searches from whatever form the input takes.

Execution

If no argument is provided, ask what topic to research. Use ask_user_input: Fall back to numbered options in chat only when the tool call errors (e.g., tool unavailable).g., tool unavailable) — not because a schema load is required. Never silently skip the question.

Dispatch ce-slack-researcher with the user's topic as the task prompt. Omit the mode parameter so the user's configured permission settings apply.

The agent handles everything from here -- Slack MCP discovery, search execution, thread reads, and synthesis. It returns a digest with:

Workspace identifier so the user can verify the correct Slack instance was searched
Research-value assessment (high / moderate / low / none) with justification
Findings organized by topic with source channels and dates
Cross-cutting analysis surfacing patterns across findings

If the agent reports that Slack is unavailable (MCP not connected or auth expired), relay the message to the user. Do not attempt alternative research methods.

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name	ce-slack-research
description	Search Slack for interpreted organizational context -- decisions, constraints, and discussion arcs -- and produce a synthesized research digest with cross-cutting analysis. Use when the user says 'search slack for', 'what did we discuss about', 'slack context for', or 'what does the team think about'. Differs from slack:find-discussions, which returns raw message results without synthesis.

/ce-slack-research

Search Slack for organizational context and receive an interpreted research digest.

Usage

/ce-slack-research [topic or question]
/ce-slack-research

Examples

/ce-slack-research free trial
/ce-slack-research What did we say about free trial recently?
/ce-slack-research free trial in #proj-reverse-trial
/ce-slack-research onboarding flow after:2026-03-01

Execution

Dispatch ce-slack-researcher with the user's topic as the task prompt. Omit the mode parameter so the user's configured permission settings apply.

The agent handles everything from here -- Slack MCP discovery, search execution, thread reads, and synthesis. It returns a digest with:

Workspace identifier so the user can verify the correct Slack instance was searched
Research-value assessment (high / moderate / low / none) with justification
Findings organized by topic with source channels and dates
Cross-cutting analysis surfacing patterns across findings

If the agent reports that Slack is unavailable (MCP not connected or auth expired), relay the message to the user. Do not attempt alternative research methods.