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Reddit moderation via PRAW: fetch modqueue, classify reports, take actions.
Passed 13 of 18 test cases with the skill, and 5 of 18 without it.
and 6 more in the full report
9 fixed7 passed either way7 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 9 test cases the skill fixed. Same model, same prompt, with and without the skill.
Which reference file in the moderation setup documents script subcommands, CLI usage flags, and exit code troubleshooting?
| Checked | Without skill | With skill |
|---|---|---|
| Identifies `references/script-commands.md` as the target reference file. | Missed | Passed |
The instructions your model reads when the skill loads.
On-demand Reddit community moderation powered by PRAW. Fetches your modqueue, classifies content against subreddit rules and author history using LLM-powered report classification, and executes mod actions you confirm.
| Mode | Invocation | Behavior |
|---|---|---|
| Interactive | /reddit-moderate | Fetch queue, classify, present with analysis, you confirm actions |
| Auto | /loop 10m /reddit-moderate --auto | Fetch queue, classify, auto-action high-confidence items, flag rest |
| Dry-run | /reddit-moderate --dry-run | Fetch queue, classify, show recommendations without acting |
| Signal | Load These Files | Why |
|---|---|---|
| Classifying items, category definitions, confidence thresholds | classification-prompt.md | Routes to the matching deep reference |
| Prompt template, untrusted content handling, prompt injection defense | classification-prompt.md | Routes to the matching deep reference |
| Action mapping by confidence level, config.json format | classification-prompt.md | Routes to the matching deep reference |
| Per-item classification steps, repeat offender check, mass-report detection | classification-prompt.md | Routes to the matching deep reference |
| Script subcommands, flags, usage examples | script-commands.md | Routes to the matching deep reference |
| Exit codes, error troubleshooting | script-commands.md | Routes to the matching deep reference |
| Scan commands, setup commands, queue/report commands | script-commands.md | Routes to the matching deep reference |
| Subreddit data directory structure, file purposes | context-loading.md | Routes to the matching deep reference |
| Setup flow for new subreddits, bootstrapping | context-loading.md | Routes to the matching deep reference |
| Credentials, prerequisites, dry-run default | context-loading.md | Routes to the matching deep reference |
| Context loading sequence, missing file handling | context-loading.md | Routes to the matching deep reference |
Phase 1: FETCH -- Get the modqueue with classification prompts.
python3 skills/content/reddit-moderate/scripts/reddit-mod.py queue --json --limit 25 | python3 skills/content/reddit-moderate/scripts/reddit-mod.py classify
test cases passed, vs 5 / 18 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.