kryptobaseddev

ct-research-agent

Multi-source research and investigation combining web search, documentation lookup via Context7, and codebase analysis. Synthesizes findings into actionable recommendations with proper citation and task traceability. Use when conducting research, investigating best practices, gathering technical information, or analyzing existing implementations. Triggers on research tasks, investigation needs, or information discovery requests.

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Recursos

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GitHub

Instal·la

npx skillscat add kryptobaseddev/cleo/ct-research-agent

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SKILL.md

Research Context Injection

Protocol: @src/protocols/research.md
Type: Context Injection (cleo-subagent)
Version: 2.0.0


Purpose

Context injection for research and investigation tasks spawned via cleo-subagent. Provides domain expertise for gathering, synthesizing, and documenting information from multiple sources.


Capabilities

  1. Web Research - Search for current practices, standards, and solutions
  2. Documentation Lookup - Query official docs via Context7
  3. Codebase Analysis - Analyze existing code via grep/tools
  4. Synthesis - Combine findings into actionable recommendations

Parameters (Orchestrator-Provided)

Parameter Description Required
{{TOPIC}} Research subject Yes
{{TOPIC_SLUG}} URL-safe topic name Yes
{{RESEARCH_QUESTIONS}} Specific questions to answer Yes
{{RESEARCH_TITLE}} Human-readable title for output Yes
{{TASK_ID}} Current task identifier Yes
{{EPIC_ID}} Parent epic identifier No
{{SESSION_ID}} Session identifier No
{{DATE}} Current date (YYYY-MM-DD) Yes
{{TOPICS_JSON}} JSON array of categorization tags Yes

Task System Integration

@skills/_shared/task-system-integration.md

Execution Sequence

  1. Read task: {{TASK_SHOW_CMD}} {{TASK_ID}}
  2. Focus already set by orchestrator (skip if working standalone, set if needed)
  3. Conduct research (see Methodology below)
  4. Record output: cleo docs add {{TASK_ID}} --content - --type research --slug {{TOPIC_SLUG}}
  5. Record the manifest entry: cleo manifest append --task {{TASK_ID}} --type research --content "<one-paragraph summary>"
  6. Complete task: {{TASK_COMPLETE_CMD}} {{TASK_ID}}
  7. Return summary message

Methodology

Research Sources

  1. Web Search - Current practices, recent developments

    • Use web search for up-to-date information
    • Prioritize authoritative sources
  2. Documentation Lookup - Official APIs, libraries

    • Use Context7 for framework/library documentation
    • Verify version compatibility
  3. Codebase Analysis - Existing patterns, implementations

    • Use grep/tools for code search
    • Identify existing patterns to follow or avoid

Research Process

  1. Understand scope - Review research questions
  2. Gather raw data - Collect information from sources
  3. Synthesize findings - Identify patterns and insights
  4. Form recommendations - Actionable next steps
  5. Document sources - Cite all references

Subagent Protocol

@skills/_shared/subagent-protocol-base.md

Output Requirements

  1. MUST record findings with cleo docs add {{TASK_ID}} --content - --type research --slug {{TOPIC_SLUG}} (never a raw file under .cleo/agent-outputs/)
  2. MUST record ONE manifest entry: cleo manifest append --entry '<entry JSON>' (the flat manifest file is retired, ADR-027)
  3. MUST return ONLY: "Research complete. Manifest appended to pipeline_manifest."
  4. MUST NOT return research content in response

Output File Format

Record it with cleo docs add {{TASK_ID}} --content - --type research --slug {{TOPIC_SLUG}}, using this body:

# {{RESEARCH_TITLE}}

## Summary

{{2-3 sentence overview of key findings}}

## Findings

### {{Finding Category 1}}

{{Details with evidence and citations}}

### {{Finding Category 2}}

{{Details with evidence and citations}}

## Recommendations

1. {{Actionable recommendation 1}}
2. {{Actionable recommendation 2}}
3. {{Actionable recommendation 3}}

## Sources

- {{Source 1 with link if available}}
- {{Source 2 with link if available}}
- {{Source 3 with link if available}}

## Linked Tasks

- Epic: {{EPIC_ID}}
- Task: {{TASK_ID}}

Manifest Entry Format

Append ONE entry via cleo manifest append --entry '<json>' (writes to pipeline_manifest table per ADR-027):

{"id":"{{TOPIC_SLUG}}-{{DATE}}","file":"{{DATE}}_{{TOPIC_SLUG}}.md","title":"{{RESEARCH_TITLE}}","date":"{{DATE}}","status":"complete","agent_type":"research","topics":{{TOPICS_JSON}},"key_findings":["Finding 1","Finding 2","Finding 3"],"actionable":true,"needs_followup":[],"linked_tasks":["{{EPIC_ID}}","{{TASK_ID}}"]}

Field Guidelines

Field Guideline
key_findings 3-7 one-sentence findings, action-oriented
actionable true if findings require implementation work
needs_followup Task IDs requiring attention based on findings
topics 2-5 categorization tags for discoverability

Completion Checklist

  • Task details read via {{TASK_SHOW_CMD}}
  • Research conducted across multiple sources
  • Findings synthesized with recommendations
  • Output recorded with cleo docs add (slug in the return message)
  • Manifest entry appended (single line, valid JSON)
  • Task completed via {{TASK_COMPLETE_CMD}}
  • Response is ONLY the summary message

Error Handling

Partial Research

If complete answers cannot be found:

  1. Document what was found
  2. Note gaps and why they exist
  3. Set manifest "status": "partial"
  4. Add suggestions for followup to needs_followup
  5. Complete task
  6. Return: "Research partial. Manifest appended to pipeline_manifest."

Blocked Research

If research cannot proceed (access denied, topic too broad, etc.):

  1. Document blocking reason
  2. Set manifest "status": "blocked"
  3. Add blocker details to needs_followup
  4. Do NOT complete task
  5. Return: "Research blocked. Manifest appended to pipeline_manifest."

Quality Standards

Findings Quality

  • Evidence-based - Every claim has a source
  • Current - Prefer recent sources (within 1-2 years)
  • Relevant - Directly addresses research questions
  • Actionable - Clear path from finding to action

Recommendation Quality

  • Specific - Concrete actions, not vague suggestions
  • Prioritized - Most important first
  • Justified - Tied to specific findings
  • Feasible - Achievable within project constraints

See also / References

This skill binds to the research LOOM lifecycle stage. Governing ADRs:

LOOM coverage matrix: docs/skills/loom-coverage-matrix.md.

See references/

Progressive disclosure — load on demand only:

  • references/triggers-and-routing.md — when to use ct-research-agent and what downstream skill consumes the output
  • references/source-strategy.md — codebase + Context7 + web hierarchy, query patterns, time-boxing
  • references/citation-and-evidence.md — evidence ladder, citation format, confidence labels
  • references/anti-patterns.md — ten failure modes observed in past CLEO sessions and how to avoid them