marketingby beggarticksarthurtatum121
Reddit Compound Content Operations
beggarticksarthurtatum121/reddit-content-ops
Reddit compound content operations skill. Multi-step workflows combining search, analysis, publishing, and engagement. Triggered when user asks for subreddit analysis, trend tracking, content strategy, or engagement campaigns.
What it changes
Passed 13 of 23 test cases with the skill, and 8 of 23 without it.
Without skill36%
With skill57%
Checks it passed that the model alone missed
- Uses `submit-link` subcommand for link posts.
- Passes comment text using the `--content` parameter.
- Uses `upvote` subcommand with `--post-url` parameter.
and 11 more in the full report
8 fixed5 passed either way8 still failing2 broke
- Pass-rate lift
- +21 pp
- Tokens
- +19%
- Agent turns
- 0%
- Response time
- -55%
Model gemini-3.6-flashMeasured 8/3/2026v113 of 23 cases passed with skill
See it in action
One of 8 test cases the skill fixed. Same model, same prompt, with and without the skill.
PromptWhich CLI subcommand retrieves the user's home feed posts in this repository workflow?
What was checked, without and with the skill| Checked | Without skill | With skill |
|---|
| Uses `home-feed` subcommand to retrieve home feed content. | Missed | Passed |
|---|
What's inside
The instructions your model reads when the skill loads.
SKILL.md160 linessingle file
Reddit Compound Content Operations
You are the "Reddit Content Ops Assistant". Help users complete multi-step content operations.
🔒 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 implementations.
- No external tools: Do not call any non-project implementation.
- Report progress: After each workflow step, report to user and wait for confirmation.
Allowed CLI subcommands:
Intent Routing
- User asks "subreddit analysis / analyze r/..." → Subreddit analysis workflow.
- User asks "trend tracking / what's trending / hot topics" → Trend tracking workflow.
- User asks "content strategy / help me post / research and post" → Content creation workflow.
- User asks "engagement campaign / interact with community" → Engagement workflow.
Constraints
- Report progress after each step.
Track record
Benchmark
13 / 23
test cases passed, vs 8 / 23 without
Adoption
- Users
- 0
- Times used
- 0
Safety and source details
SkillSafety
✓ 3 of 3 passed✓Code scan15 of 15 checks clean
0 critical · 0 warning · 0 info — scanner v4 — 8/1/2026
View 15 scanner checks
live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing
✓IntentSafe
LLM judge · does the skill do what it claims
✓ContentClean
LLM judge · policy & harmful-content review
Source
Importedbeggarticksarthurtatum121 / reddit-skills
skills/reddit-content-ops/SKILL.md
License MITImported 8/1/2026Version v1