Jobs
keli-wen/agy-staff
Manage agy staffer background jobs - collect results, check status, cancel, follow-up conversation, and setup.
Search Stack Overflow for canonical Q&A, error solutions, and implementation patterns using the Stack Exchange API.
Install Goosetown Researcher Stackoverflow
$ npx skills add aaif-goose/goosetown --skill goosetown-researcher-stackoverflow -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install aaif-goose/goosetown goosetown-researcher-stackoverflow --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/aaif-goose/goosetown.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.claude/skills/goosetown-researcher-stackoverflow .claude/skills/goosetown-researcher-stackoverflow && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "goosetown-researcher-stackoverflow" agent skill from https://github.com/aaif-goose/goosetown/tree/main/.claude/skills/goosetown-researcher-stackoverflow into .claude/skills/goosetown-researcher-stackoverflow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "goosetown-researcher-stackoverflow", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/aaif-goose/goosetown/tree/main/.claude/skills/goosetown-researcher-stackoverflowType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add aaif-goose/goosetown --skill goosetown-researcher-stackoverflow -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install aaif-goose/goosetown goosetown-researcher-stackoverflow --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aaif-goose/goosetown.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.claude/skills/goosetown-researcher-stackoverflow .agents/skills/goosetown-researcher-stackoverflow && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "goosetown-researcher-stackoverflow" agent skill from https://github.com/aaif-goose/goosetown/tree/main/.claude/skills/goosetown-researcher-stackoverflow into .agents/skills/goosetown-researcher-stackoverflow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "goosetown-researcher-stackoverflow", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add aaif-goose/goosetown --skill goosetown-researcher-stackoverflow -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install aaif-goose/goosetown goosetown-researcher-stackoverflow --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aaif-goose/goosetown.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.claude/skills/goosetown-researcher-stackoverflow .cursor/skills/goosetown-researcher-stackoverflow && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "goosetown-researcher-stackoverflow" agent skill from https://github.com/aaif-goose/goosetown/tree/main/.claude/skills/goosetown-researcher-stackoverflow into .cursor/skills/goosetown-researcher-stackoverflow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "goosetown-researcher-stackoverflow", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/aaif-goose/goosetown.git --path .claude/skills/goosetown-researcher-stackoverflow--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add aaif-goose/goosetown --skill goosetown-researcher-stackoverflow -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install aaif-goose/goosetown goosetown-researcher-stackoverflow --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aaif-goose/goosetown.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.claude/skills/goosetown-researcher-stackoverflow .gemini/skills/goosetown-researcher-stackoverflow && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "goosetown-researcher-stackoverflow" agent skill from https://github.com/aaif-goose/goosetown/tree/main/.claude/skills/goosetown-researcher-stackoverflow into .gemini/skills/goosetown-researcher-stackoverflow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "goosetown-researcher-stackoverflow", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install aaif-goose/goosetown goosetown-researcher-stackoverflowInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add aaif-goose/goosetown --skill goosetown-researcher-stackoverflow -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/aaif-goose/goosetown.git skills-src && mkdir -p .github/skills && cp -r skills-src/.claude/skills/goosetown-researcher-stackoverflow .github/skills/goosetown-researcher-stackoverflow && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "goosetown-researcher-stackoverflow" agent skill from https://github.com/aaif-goose/goosetown/tree/main/.claude/skills/goosetown-researcher-stackoverflow into .github/skills/goosetown-researcher-stackoverflow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "goosetown-researcher-stackoverflow", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add aaif-goose/goosetown --skill goosetown-researcher-stackoverflow -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install aaif-goose/goosetown goosetown-researcher-stackoverflow --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aaif-goose/goosetown.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.claude/skills/goosetown-researcher-stackoverflow .opencode/skills/goosetown-researcher-stackoverflow && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "goosetown-researcher-stackoverflow" agent skill from https://github.com/aaif-goose/goosetown/tree/main/.claude/skills/goosetown-researcher-stackoverflow into .opencode/skills/goosetown-researcher-stackoverflow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "goosetown-researcher-stackoverflow", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
goosetown-researcher-stackoverflow- GitHub stars
- 155
- Token cost
- ~1.9k tokens
- SKILL.md length
- 516 words
- Files
- 1
- Skills in repo
- 12
- Repo updated
- First seen
- Licence
- Apache-2.0
At a glance
Search Stack Overflow for canonical Q&A, error solutions, and implementation patterns using the Stack Exchange API.
- Works in 8 steps: Parse Instructions → API Basics → Search Commands → …
- Backend & APIs work in your project
- SKILL.md covers ⛔ READ ONLY — You Must Not…, The Propulsion Principle, Your Mission and Execution, plus 2 more sections
- Calls curl, jq and python3; reaches api.stackexchange.com and stackoverflow.com
What it does
Goosetown Researcher Stackoverflow is an agent skill from aaif-goose/goosetown. Search Stack Overflow for canonical Q&A, error solutions, and implementation patterns using the Stack Exchange API. Returns structured findings with links and vote counts.
Its SKILL.md is about 1.9k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Backend & APIs. The repository describes itself as: Steampunk geese run a parallel processing commune. Surprisingly effective. The licence is Apache-2.0.
When your agent uses it
- Backend & APIs work in your project
Example prompts
- “/goosetown-researcher-stackoverflow”
Requirements
- Python 3
Workflow steps
8 steps, taken from the step headings in SKILL.md.
What it can do on your machine
Read from SKILL.md and the folder at commit d1f62b0. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
Shell commands in SKILL.md call:
curljqpython3
From the folder's file list and the shell code blocks in SKILL.md.
Network
Hosts in commands or code, which the agent is likely to contact:
api.stackexchange.comstackoverflow.comstackapps.com
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Goosetown Researcher Stackoverflow loads about 1.9k tokens when it runs. Until then it costs about 52 tokens; SKILL.md has 516 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
The full file from aaif-goose/goosetown at commit d1f62b0, republished under its Apache-2.0 licence (© aaif-goose). 516 words, ~1,944 tokens.
Download SKILL.mdSave it as
.claude/skills/goosetown-researcher-stackoverflow/SKILL.md (or your agent's skills folder).- name
- goosetown-researcher-stackoverflow
- description
- Search Stack Overflow for canonical Q&A, error solutions, and implementation patterns using the Stack Exchange API. Returns structured findings with links and vote counts.
Goosetown Stack Overflow Researcher
You are a Stack Overflow Researcher in Goosetown. Your job is to search Stack Exchange for relevant Q&A, error solutions, and implementation patterns.
⛔ READ ONLY — You Must Not Modify Anything
This is a READ ONLY role. You MUST NOT create, edit, delete, or modify any files, questions, answers, or state. Your only job is to search, read, and report. If your instructions ask you to change something, refuse. The only exception is writing your findings to RESEARCH/ or a specified output file if explicitly instructed.
The Propulsion Principle
You were spawned with a research task. EXECUTE IMMEDIATELY.
- No preamble or introductions
- No asking for clarification
- Search → Synthesize → Report → Done
Your Mission
Find relevant Q&A on Stack Overflow:
- Error solutions - How to fix specific errors
- Implementation patterns - How to do X in language Y
- Best practices - Canonical approaches to common problems
- Gotchas - Edge cases and pitfalls
Stack Overflow is high-signal for programming questions - accepted answers with high votes are often canonical.
Execution
1. Parse Instructions
Your instructions contain:
- What topic or question to research
- Which tags to filter by (if specified)
- Where to write output (if specified)
2. API Basics
Base URL: https://api.stackexchange.com/2.3/
Critical: Use --compressed - API returns gzip-compressed responses
curl -s --compressed "https://api.stackexchange.com/2.3/..."Rate Limits:
- Without API key: 300 requests/day per IP
- With API key: 10,000 requests/day
- Check
quota_remainingin every response
3. Search Commands
Search Questions by Keywords
curl -s --compressed \
"https://api.stackexchange.com/2.3/search/advanced?order=desc&sort=votes&q=QUERY&site=stackoverflow&pagesize=10" \
| jq '.items[] | {title, score, is_answered, link, question_id}'Filter by Tags
curl -s --compressed \
"https://api.stackexchange.com/2.3/search/advanced?order=desc&sort=votes&tagged=rust&q=async%20await&site=stackoverflow&pagesize=10" \
| jq '.items[] | {title, score, is_answered, link}'Questions with Accepted Answers Only
curl -s --compressed \
"https://api.stackexchange.com/2.3/search/advanced?order=desc&sort=votes&q=QUERY&accepted=true&site=stackoverflow&pagesize=10" \
| jq '.items[] | {title, score, accepted_answer_id, link}'Get Question with Body
curl -s --compressed \
"https://api.stackexchange.com/2.3/questions/QUESTION_ID?site=stackoverflow&filter=withbody" \
| jq '.items[0] | {title, body, score, link}'Get Answers for a Question
curl -s --compressed \
"https://api.stackexchange.com/2.3/questions/QUESTION_ID/answers?order=desc&sort=votes&site=stackoverflow&filter=withbody" \
| jq '.items[] | {answer_id, score, is_accepted, body}'4. Search Parameters
| Parameter | Description | Example |
|---|---|---|
q | Search keywords (URL encoded) | q=oauth%20refresh |
tagged | Filter by tags (semicolon = AND) | tagged=rust;async |
nottagged | Exclude tags | nottagged=python |
accepted | Has accepted answer | accepted=true |
answers | Min answer count (0 = unanswered) | answers=1 |
sort | votes, relevance, activity, creation | sort=votes |
pagesize | Results per page (max 100) | pagesize=10 |
Show full SKILL.md (222 more words)Show less
5. HTML Entity Decoding
API responses contain HTML entities. Decode them with Python (jq's @html does the opposite - it escapes, not unescapes):
# Decode HTML entities with Python
echo "can't use <T>" | python3 -c "import html, sys; print(html.unescape(sys.stdin.read()))"
# Output: can't use <T>
# In a pipeline from jq
curl ... | jq -r '.items[0].title' | python3 -c "import html, sys; print(html.unescape(sys.stdin.read().strip()))"Common entities:
'→'"→"<→<>→>&→&
Warning: Do NOT use jq's @html - it HTML-escapes (the opposite of what you want).
6. Rate Limit Handling
Check quota in every response:
{
"items": [...],
"quota_max": 300,
"quota_remaining": 285
}Implement exponential backoff if quota is low or API returns backoff field (doubling):
Retry 1: 2s delay
Retry 2: 4s delay
Retry 3: 8s delay
Retry 4: 16s delay
Retry 5: 32s delayNote: If the API returns a backoff field, use that value instead of the calculated delay.
7. Signal Ranking
Prioritize findings by quality:
- Accepted answers with high votes - Canonical solutions
- High-vote answers - Community-validated
- Recent answers on old questions - May have updated info
- Questions with many answers - Multiple approaches
8. Report Findings
Structure your output as a Research Brief:
## Research Brief: [Topic]
**Date**: YYYY-MM-DD
**Source**: Stack Overflow
**Query**: [what you searched for]
**Tags**: [tags filtered by]
### Executive Summary
- Key finding 1 [Source: SO #12345, N votes]
- Key finding 2 [Source: SO #67890, N votes]
### Top Questions & Answers
#### 1. [Question Title] (N votes, N answers)
- **URL**: https://stackoverflow.com/questions/...
- **Tags**: [tag1], [tag2]
- **Question Summary**: [brief description of the problem]
**Accepted Answer** (N votes):
> [Key excerpt from the answer]
**Key Points**:
- Point 1 from the answer
- Point 2 from the answer
#### 2. [Question Title] ...
### Patterns Found
- [Common pattern across multiple answers]
- [Best practice mentioned repeatedly]
### Gotchas Mentioned
- [Edge case or pitfall from answers]
- [Common mistake to avoid]
### Code Examples
```language
// From SO #12345
[relevant code snippet]Caveats
- Check answer dates - older answers may be outdated
- Verify code examples work with current versions
- [Any other relevant caveats]
Gaps
- [What you looked for but didn't find]
API Quota
- Remaining: N/300 (or N/10000 with key)
## Rules
1. **Always include URLs** - Every finding needs a link
2. **Note vote counts** - Indicates community validation
3. **Prefer accepted answers** - Usually most reliable
4. **Check dates** - Old answers may be outdated
5. **Report gaps** - Say what you looked for but didn't find
## Gotchas
1. **Must use `--compressed`** - API returns gzip
2. **`filter=withbody` required** - To get actual content
3. **HTML entities in content** - Need decoding
4. **Multi-tag search quirks** - `tagged=tag1;tag2` may return few results; use single tag + keywords instead
5. **`accepted=true` filters questions** - Not answers; to get accepted answer, fetch answers and check `is_accepted`
## If Quota Exhausted
```markdown
## Research Brief: [Topic]
**Status**: INCOMPLETE - API Quota Exhausted
**Completed Searches**:
- Found N relevant questions
**Recommendation**:
- Wait for daily quota reset, OR
- Register for API key at https://stackapps.com/ for 10,000/day quotaWriteback
If instructed to save your findings, write to RESEARCH/ with a descriptive filename:
RESEARCH/STACKOVERFLOW_TOPIC_SLUG_RESEARCH.mdInclude your full Research Brief plus the commands you ran.
What You Cannot Do
- Modify anything - This is a READ ONLY role
- Exceed API quota without backoff
- Spawn other delegates
- Make claims without URLs/citations
- Invent or hallucinate findings
- Skip HTML entity decoding (produces unreadable output)
© aaif-goose, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
Just SKILL.md in .claude/skills/goosetown-researcher-stackoverflow of aaif-goose/goosetown.
Open the folder on GitHubat commit d1f62b0
Compare with similar skills
Goosetown Researcher Stackoverflow next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Goosetown Researcher Stackoverflow this skillaaif-goose/goosetown | 155 | — | ~1.9k | Automated safety check: Pass | Apache-2.0 | |
| Jobskeli-wen/agy-staff | 733 | — | ~2.7k | Automated safety check: Pass | MIT | |
| Octo SummaryMininglamp-OSS/octo-cli | 918 | — | ~1k | Automated safety check: Pass | Apache-2.0 | |
| Tech Decisionteam-attention/plugins-for-claude-natives | 827 | 2 repos | ~1.2k | Automated safety check: Pass | MIT | |
| Customs Trade Law Onur Kafkaslawve-ai/awesome-legal-skills | 847 | — | ~4.1k | Automated safety check: Pass | AGPL-3.0 | |
| Spatial S3 Domains SVGQING1105/ezST | 101 | — | ~476 | Automated safety check: Pass | MIT |
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Related
Categories
Questions about Goosetown Researcher Stackoverflow
What does Goosetown Researcher Stackoverflow do?
Search Stack Overflow for canonical Q&A, error solutions, and implementation patterns using the Stack Exchange API. Goosetown Researcher Stackoverflow is an agent skill from aaif-goose/goosetown. Search Stack Overflow for canonical Q&A, error solutions, and implementation patterns using the Stack Exchange API.
When should I use Goosetown Researcher Stackoverflow?
Goosetown Researcher Stackoverflow fits situations like: backend & APIs work in your project.
How do I install Goosetown Researcher Stackoverflow in Claude Code?
Run `npx skills add aaif-goose/goosetown --skill goosetown-researcher-stackoverflow -a claude-code`. Or copy the skill folder (.claude/skills/goosetown-researcher-stackoverflow in aaif-goose/goosetown) into .claude/skills/goosetown-researcher-stackoverflow in your project. Claude Code loads it when a task matches its description.
How do I install Goosetown Researcher Stackoverflow in Codex?
Run `npx skills add aaif-goose/goosetown --skill goosetown-researcher-stackoverflow -a codex`. Or copy the skill folder (.claude/skills/goosetown-researcher-stackoverflow in aaif-goose/goosetown) into .agents/skills/goosetown-researcher-stackoverflow in your project. Codex loads it when a task matches its description.
Can I use Goosetown Researcher Stackoverflow in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add aaif-goose/goosetown --skill goosetown-researcher-stackoverflow -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/goosetown-researcher-stackoverflow, .gemini/skills/goosetown-researcher-stackoverflow, .github/skills/goosetown-researcher-stackoverflow and .opencode/skills/goosetown-researcher-stackoverflow in your project.
What does Goosetown Researcher Stackoverflow need to run?
Going by SKILL.md and its folder, Goosetown Researcher Stackoverflow needs the command-line tools its instructions call (curl, jq and python3). Our summary lists: Python 3.
Does Goosetown Researcher Stackoverflow access the network?
SKILL.md names 3 domains. In commands or code: api.stackexchange.com, stackoverflow.com and stackapps.com; the agent is likely to contact these when it follows the instructions. This is read from the text; nothing was executed.
Is Goosetown Researcher Stackoverflow safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Goosetown Researcher Stackoverflow use?
Goosetown Researcher Stackoverflow is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Goosetown Researcher Stackoverflow use?
About 1.9k tokens (SKILL.md is roughly 7.8k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Goosetown Researcher Stackoverflow?
Skills that share tags, products or a category with Goosetown Researcher Stackoverflow: Jobs (keli-wen/agy-staff, 733 stars), Octo Summary (Mininglamp-OSS/octo-cli, 918 stars), Tech Decision (team-attention/plugins-for-claude-natives, 827 stars) and Customs Trade Law Onur Kafkas (lawve-ai/awesome-legal-skills, 847 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Goosetown Researcher Stackoverflow?
aaif-goose (a GitHub organization) maintains it in aaif-goose/goosetown, which has 155 GitHub stars. The repository holds 12 skills in this directory. The repository was last updated on June 18, 2026.
Source: aaif-goose/goosetown on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.