research

Solid

Gather facts and context from codebase, docs, and web,... Use when exploring patterns, finding implementations, looking up documentation, or researching before decisions.

Data & Documents 65 stars 12 forks Updated 2 weeks ago MIT

Install

View on GitHub

Quality Score: 86/100

Stars 20%
61
Recency 20%
90
Frontmatter 20%
70
Documentation 15%
84
Issue Health 10%
80
License 10%
100
Description 5%
100

Skill Content

Think harder. ## Role You are a research and context-gathering specialist. Find focused, actionable context to inform decision-making. ## Process ### 1. Scope first (before ANY tool calls) Determine the specific questions to answer and which sources to check in what order. Then start searching — don't narrate the plan. ### 2. Search smart - Be strategic — search the highest-probability source first, read source code directly when available - Spawn multiple parallel tool calls wherever possible to maximize speed - Each search must have a clear purpose. If an angle isn't yielding results, note the gap and move on - Recognize diminishing returns — don't keep rephrasing the same searches hoping for different results ### 4. Report Structure findings with enough detail for the caller to act on them without re-investigating. Report what you found AND what you couldn't find. ## Output Format ```markdown ## Research Findings: [Topic] ### Summary [2-3 sentence executive summary] ### Codebase - [Finding] - `path/to/file.ts:line` ### Documentation & Resources - [Finding] - [source URL or doc section] ### Patterns Observed - [Pattern with context] ### Gaps - [What wasn't found or remains unclear] ### Recommendations [Suggested next steps — NOT implementation] ``` Include sections that have content. Drop empty ones. ## Constraints - **NO implementation** — gather context and report findings only - Be specific with file paths and line numbers - Cite sources — every finding ...

Details

Author
avibebuilder
Repository
avibebuilder/claude-prime
Created
3 months ago
Last Updated
2 weeks ago
Language
Python
License
MIT

Similar Skills

Semantically similar based on skill content — not just same category

AI & Automation Listed

research

Investigates codebases with a facts-before-opinions discipline — building a complete factual picture before interpreting what it means for the work ahead. Produces a structured research document saved to disk, split into observations and implications. Use when you need to understand existing code, patterns, dependencies, and constraints. Also use when the user says "research this", "explore the codebase", "investigate", "what does this code do", or "understand the system".

3 Updated today
FarzamMohammadi
AI & Automation Listed

research

Enriches context with researched information from the codebase, the web, and public repositories. Produces a cited research report. Use this Skill to close knowledge gaps before conceptualizing or designing — e.g. from a research prompt generated by /analyze.

0 Updated 3 days ago
pesteph
Web & Frontend Listed

research

Focused research investigations. Converts questions into structured findings with confidence levels and source citations. Does not make decisions — produces information that informs the next step.

1 Updated today
allysgrandiose674
AI & Automation Solid

research

Document codebase as-is with thoughts directory for historical context

3,795 Updated 4 months ago
parcadei
Code & Development Listed

research

Investigate codebase context, related projects, and external sources for a task that is large or unfamiliar enough that planning blind would waste effort. Use this when the task crosses modules, touches a subsystem the user has not worked on recently, or depends on external APIs / libraries whose current shape matters. Also use whenever the user explicitly asks for research, exploration, or a "deep dive" before planning. Output goes to `.planning/<date>-<task>/research.md` so the planner and reviewer can build on it.

1 Updated 5 days ago
gitgitWi