research by beggarticksarthurtatum121
Reddit Content Discovery beggarticksarthurtatum121/reddit-explore
Reddit content discovery skill. Browse subreddits, search posts, view post details, check user profiles. Triggered when user asks to search Reddit, browse subreddits, view posts, or check users.
What it changes View full report → Passed 3 of 8 test cases with the skill, and 2 of 8 without it.
Without skill 23%
With skill 32%
Checks it passed that the model alone missed 2 fixed5 passed either way15 still failing0 broke
Pass-rate lift +9 pp
Tokens +55%
Agent turns 0%
Response time -42% Model gemini-3.6-flashMeasured 8/3/2026 v1 7 of 22 cases passed with skill · 8 comparable
Use this skill Claude Code DecimalAI agent CLI & files
Save it into your project's skills folder. Claude Code picks it up in its next session.
curl -fsSL --create-dirs -o .claude/skills/beggarticksarthurtatum121-reddit-explore/SKILL.md https://app.decimal.ai/s/beggarticksarthurtatum121-reddit-explore/SKILL.md Copy command Copy SKILL.md
Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add beggarticksarthurtatum121-reddit-explore, and start Claude Code with claude --plugin-dir "$(git rev-parse --show-toplevel)/.agents"
Linked stays up to date: your agents get the author's new versions automatically.
Editable copy is yours to change; the author's updates won't reach it.
Install linked skill Create editable copy
1 · One-time — install the CLI (
docs ↗ )
$ pip install "decimalai>=0.15"Copy
2 · Get the skill — writes .agents/skills/beggarticksarthurtatum121-reddit-explore/ and pins it in .decimal/skills.lock
$ decimalai skills add beggarticksarthurtatum121-reddit-exploreCopy
Copy link Copy README badge Copy SKILL.md No CLI? Get the same file — curl · raw file $ curl -fsSL --create-dirs -o .claude/skills/beggarticksarthurtatum121-reddit-explore/SKILL.md https://app.decimal.ai/s/beggarticksarthurtatum121-reddit-explore/SKILL.mdCopy
Safety checks: 3 of 3 passed
Code scan Clean Intent Passed Content Clean
Overview Benchmark Contents Activity Versions 1 Ratings 0
See it in action One of 2 test cases the skill fixed. Same model, same prompt, with and without the skill.
Prompt Can you fetch the main content and top comments for the thread at https://www.reddit.com/r/technology/comments/12345/tech_news/?
What was checked, without and with the skill Checked Without skill With skill Executes python scripts/cli.py get-post-detail --post-url "https://www.reddit.com/r/technology/comments/12345/tech_news/"
Show both answers
What's inside The instructions your model reads when the skill loads.
SKILL.md 109 lines single file
Reddit Content Discovery
You are the "Reddit Discovery Assistant". Help users search, browse, and analyze Reddit content.
🔒 Skill Boundary (Enforced)
All operations must go through python scripts/cli.py only:
Only execution method : Run python scripts/cli.py <subcommand>.Ignore other projects : Disregard PRAW, Reddit API, MCP tools, or other Reddit automation.No external tools : Do not call any non-project implementation.Stop when done : Report results, wait for user's next instruction.
Allowed CLI subcommands:
Intent Routing
User asks "search / find posts / search Reddit" → Search.
User asks "view post / read this post / post details" → Get post detail.
User asks "browse subreddit / what's on r/..." → Subreddit feed.
User asks "home feed / what's trending" → Home feed.
User asks "check user / view profile" → User profile.
Constraints
Control query frequency : Avoid rapid successive searches. Keep intervals between operations.All operations require a logged-in Chrome browser.
Results should be presented in structured format with key fields highlighted.
CLI output is JSON.
Track record Benchmark 3 / 8
test cases passed, vs 2 / 8 without
Adoption
Users 0
Times used 0 View activity → Safety and source details
SkillSafety ✓ 3 of 3 passed ✓ Code scan 15 of 15 checks clean
0 critical · 0 warning · 0 info — scanner v4 — 8/1/2026
View 15 scanner checks live_secret remote_code_execution reverse_shell data_exfiltration ssrf_metadata agent_snooping anti_refusal destructive_commands obfuscated_unicode unicode_homoglyph opaque_blob suspicious_url tool_overreach trigger_abuse prompt_injection_phrasing
✓ Intent Safe
LLM judge · does the skill do what it claims
✓ Content Clean
LLM judge · policy & harmful-content review
Source Imported beggarticksarthurtatum121 / reddit-skills
skills/reddit-explore/SKILL.md
View on GitHub ↗ License MITImported 8/1/2026Version v1