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start-research
Start research on a GitHub issue - creates research doc, links ideas, updates status
Codex または Claude でインストール この Prompt をコピーして Codex、Claude、または他のアシスタントに貼り付けると、Skill ページを確認してインストールできます。
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Start research on a GitHub issue - creates research doc, links ideas, updates status
Codex または Claude でインストール この Prompt をコピーして Codex、Claude、または他のアシスタントに貼り付けると、Skill ページを確認してインストールできます。
SOC 職業分類に基づく
Run regression benchmarks, track results, and generate trend reports
Complete a sub-issue of an umbrella issue - close it, check parent checkbox, update design doc
Complete work on a GitHub issue - close issue, update artifacts, prompt for doc updates
Run code coverage analysis, track class-level results, and generate trend reports
Create a GitHub issue and add it to the Typhon org project
Implement a GitHub issue end-to-end — scope it (whole issue or specific phases), build an acceptance-criteria plan from its design doc, get the plan approved, then develop autonomously with tests and a mandatory code review.
| name | start-research |
| description | Start research on a GitHub issue - creates research doc, links ideas, updates status |
| argument-hint | [issue number or title] [--deep] |
Transition an issue into the Research phase by creating a research document, optionally seeded from existing ideas, and updating the project board.
$ARGUMENTS may contain:
42 or #42) -> proceed directly to the workflow--deep flag (anywhere in arguments) -> create a directory structure instead of a single fileExtract --deep from arguments first, then process the remainder as issue number or title.
If $ARGUMENTS contains --help or -h, display the following and stop — do not execute the workflow.
/start-research [#N | title] [--deep]
Start research on a GitHub issue — creates research doc, links ideas, updates status.
Arguments:
#N Issue number (e.g., 42 or #42)
title Text — offers to create or search
--deep Create directory structure instead of single file
--help, -h Show this help
What it does:
1. Fetches issue (or creates one inline)
2. Checks for existing ideas documents to seed from
3. Creates research doc (single file or deep directory)
4. Handles source ideas docs (archive/cross-ref/leave)
5. Updates project status to Todo
Examples:
/start-research #42
/start-research "Query optimization" --deep
/start-research
Fetch Todo items from the project. Always pipe gh project item-list directly to Python (see .claude/skills/_helpers.md Section 2):
gh project item-list 1 --owner Log2n-io --limit 200 --format json 2>&1 | python3 -c "
import json, sys
items = json.load(sys.stdin)['items']
for item in items:
s = item.get('status', '')
if s == 'Todo':
n = item.get('content', {}).get('number', '?')
t = item.get('title', 'untitled')
p = item.get('priority', '?')
a = item.get('area', '?')
print(f'#{n} | {s} | {p} | {a} | {t}')
"
Use the output to filter for items with Status = "Todo". Then use AskUserQuestion to present a choice:
Question: "Which issue would you like to start research on?" Header: "Issue" Options (up to 4, prioritize Todo items):
#<number> - <title> (description: "[Status] [Priority] [Area]") -- for each candidate issueCreate a new issue (description: "I'll help you create one right now")If the user picks an existing issue, continue with the normal workflow below using that issue number.
If the user picks "Create a new issue", proceed to Inline Issue Creation below.
If $ARGUMENTS (after removing --deep) is not empty and not a number (doesn't match ^\d+$ after stripping #), use AskUserQuestion:
Question: "It looks like you provided a title instead of an issue number. Would you like to:" Header: "Action" Options:
Create a new issue with this title (description: "I'll create '$ARGUMENTS' and start research on it")Search existing issues (description: "Search for issues matching '$ARGUMENTS' to pick one")If "Create a new issue": proceed to Inline Issue Creation with the title pre-filled.
If "Search existing issues": use mcp__GitHub__search_issues with q: "repo:log2n-io/Typhon $ARGUMENTS" and present matching issues via AskUserQuestion.
When an issue needs to be created, do it inline rather than redirecting the user to /create-issue.
Follow the /create-issue skill workflow directly:
Gather info -- Use AskUserQuestion to collect:
/create-issue)Create the issue -- Use mcp__GitHub__create_issue with:
"log2n-io""Typhon""<title>""<description>"["<label1>", "<label2>"]["nockawa"]Add to project and set fields -- Follow /create-issue steps 3-5
Continue -- Once the issue is created, continue with the normal /start-research workflow below using the new issue number.
Use mcp__GitHub__get_issue with:
"log2n-io""Typhon"<number>Check the issue's current project status. If the issue is already past "Todo" (i.e., status is "In Progress" or "Done"), warn the user:
Question: "Issue # is already at ''. Starting research would move it back to 'Todo'. Proceed?" Header: "Status" Options:
Proceed anyway (description: "Move status back to Todo and create the research doc")Cancel (description: "Don't change anything")If "Cancel", stop and report that no changes were made.
List all files under claude/ideas/:
Glob: claude/ideas/**/*.md
If any ideas documents exist, present them to the user via AskUserQuestion:
Question: "I found these ideas documents. Which ones (if any) should feed into this research?" Header: "Ideas" Options (up to 4, pick the most likely related ones based on name/path similarity to the issue title):
claude/ideas/<path> (description: first line or title from the file) -- for each candidateNone -- start fresh (description: "Create the research doc from scratch using only the issue context")
MultiSelect: trueIf the user selects one or more ideas docs, read their full content for use in step 5.
If no ideas documents exist at all, skip this step silently.
First, try to infer the category from the selected ideas document(s):
claude/ideas/database-engine/QueryCaching.md -> category = database-engine/claude/ideas/async-uow/README.md -> category = root level, doc name = async-uowIf no category can be inferred (no ideas docs selected, or docs are at root level with no clear category), ask the user:
List existing directories under claude/research/ and present:
Question: "Where should this research doc go?" Header: "Location" Options (up to 4):
research/ (root level) (description: "No category, just a file at the top level")research/<existing-category>/ (description: "Existing category") -- for each existing subdirectoryOther (description: "Specify a custom path / create new category")
MultiSelect: falseDerive the document name from the issue title, using PascalCase (e.g., issue "Add spatial indexing support" -> SpatialIndexingSupport).
--deep)Create a single file: claude/research/<category>/<Name>.md
Use the research template from claude/README.md, pre-filling:
# <Issue Title>
**Date:** <today YYYY-MM-DD>
**Status:** In progress
**GitHub Issue:** #<number>
**Outcome:** [To be determined]
## Context
<Pre-fill from the issue body. If an ideas doc was selected, also incorporate its core idea and motivation here.>
## Questions to Answer
<If the ideas doc had "Open Questions", migrate them here. Otherwise, extract implicit questions from the issue body. If neither provides questions, leave placeholder items:>
1. [Question derived from issue context]
2. [Question derived from issue context]
## Analysis
### Option A: [Name]
**Description:** [How it works]
**Pros:**
-
**Cons:**
-
### Option B: [Name]
[Same structure]
## Recommendation
[To be filled after analysis]
## Next Steps
- [ ] [Action items to be determined]
## References
- GitHub Issue: #<number>
<If ideas doc was used:>
- Source idea: `claude/ideas/<path>`
<If issue body has links:>
- [Extracted references]
--deep)Create a directory: claude/research/<category>/<Name>/
README.md (entry point):
# <Issue Title>
<One-line description derived from issue body>
**Date:** <today YYYY-MM-DD>
**Status:** In progress
**GitHub Issue:** #<number>
**Outcome:** [To be determined]
## Overview
<2-3 paragraphs from issue body and ideas doc context, explaining scope and purpose of this research.>
## Document Series
| Part | Title | Focus |
|------|-------|-------|
| [01](./01-context-and-questions.md) | **Context & Questions** | Problem statement, questions to answer |
## Key Insights
[To be filled as research progresses]
## References
- GitHub Issue: #<number>
<If ideas doc was used:>
- Source idea: `claude/ideas/<path>`
01-context-and-questions.md (first part):
# Context & Questions
## Context
<Pre-fill from the issue body and ideas doc, same as standard mode.>
## Questions to Answer
1. [Question derived from issue context]
2. [Question derived from issue context]
## Initial Thoughts
<If ideas doc had analysis or exploration, bring key points here. Otherwise leave empty.>
Additional numbered parts can be added later with "add new part ".
If one or more ideas documents were selected in step 3, ask for each one:
Question: "The ideas doc claude/ideas/<path> was used. What should happen to it?"
Header: "Ideas doc"
Options:
Archive it (description: "Move to claude/archive/ -- the content lives on in the research doc")Keep and cross-reference (description: "Leave in ideas/ but add a link pointing to the new research doc")Leave as-is (description: "Don't change the ideas doc at all")If "Archive it":
claude/archive/ preserving its name> **Archived:** Promoted to research -- see claude/research/<path>If "Keep and cross-reference":
## Related:
- **Research doc:** `claude/research/<path>` (started <today>)
If "Leave as-is":
Get the project item ID and update Status to "Todo".
Project item lookup: Read .claude/skills/_helpers.md Section 2 for the robust patterns.
# Step 1: Find the item ID by piping directly to Python (no temp files)
gh project item-list 1 --owner Log2n-io --limit 200 --format json 2>&1 | python3 -c "
import json, sys
items = json.load(sys.stdin)['items']
for item in items:
if item.get('content', {}).get('number') == int(sys.argv[1]):
print(item['id'])
sys.exit(0)
print('NOT_FOUND')
" <issue_number>
# Step 2: Update status field (using the item ID from step 1)
gh project item-edit --project-id PVT_kwDOEcGj5M4Bb-8P --id <item_id> \
--field-id PVTSSF_lADOEcGj5M4Bb-8PzhWrH1A \
--single-select-option-id f75ad846 # "Todo"
Fetch the current issue body, append a "Related Documents" section (if not already present), or add to the existing one.
Step 1: The issue body was already fetched in step 1 via mcp__GitHub__get_issue.
Step 2: Modify the body to add the research doc link.
IMPORTANT: Always use absolute URLs in issue bodies -- relative paths break when viewed outside the repo (e.g., on the project board). See .claude/skills/_helpers.md rule #9.
Step 3: Update the issue body:
Use mcp__GitHub__update_issue with:
"log2n-io""Typhon"<number>"<updated body with research doc link>"Example addition to append:
## Related Documents
- Research: [`claude/research/<path>`](https://github.com/Log2n-io/Typhon/blob/main/claude/research/<path>)
If the issue body already has a "Related Documents" section, append the research doc link to it instead of creating a new section.
Starting research on #<number>: <title>
Research doc: claude/research/<path>
-> Mode: Standard / Deep (directory with README.md + 01-context-and-questions.md)
Status updated: <old> -> Todo
Ideas used: claude/ideas/<path> -> Archived / Cross-referenced / Left as-is
(or "None -- started fresh")
Ready to research!
For reference:
f75ad84647fc9ee498236657PVT_kwDOEcGj5M4Bb-8PPVTSSF_lADOEcGj5M4Bb-8PzhWrH1APriority/Estimate are unconfigured and Area/Product are issue-level on the org board — see
.claude/skills/_helpers.md§ Field Reference. These skills only set Status.