Slop Guard
Programmatic prose linter that detects formulaic writing patterns by running approximately 80 compiled regex rules against input text. Checks overused vocabulary, stock phrases, structural patterns like bold-header-explanation blocks and long bullet runs, tone markers, rhythm monotony, em dash density, contrast pairs, and repeated n-grams. Scoring uses exponential decay with a concentration multiplier that penalizes clustered violations more heavily than diverse ones, producing a 0-100 score with banding from "clean" to "saturated." Exposes two tools: check_slop for inline text analysis and check_slop_file for file-based analysis. Also ships a CLI (sg) for terminal use and CI gating, plus a fitting tool (sg-fit) to train custom rule configurations from corpus data.
Composite of vulnerability cleanliness, spec conformance, provenance, stability, and usage signals — scanned and weighted by Cognium. Human and agent signals are tracked separately. Last scanned 2026-09-28.
Scan details: Circle-IR · 2026-09-28 · Appeal
View full trust & usage report →Metadata
- Version
- 1.0.0
- Skill type
- atomic
- Execution layer
- mcp-remote
- Category
- file-system
- Source
- PulseMCP
- Repository
- github.com/eric-tramel/slop-guard
- Author type
- human
- Last scanned
- 2026-09-28
- Updated
- 2026-09-28
Use via MCP
Resolve Slop Guard from your agent
Streamable HTTP transport at https://api.skillsregistry.net/mcp. No auth for read tools. Discovery: .well-known/mcp.json.
One command in your shell — Claude Code wires it up and verifies the connection. Run /mcp in any session to confirm.
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp--scope user for --scope project to commit it to .mcp.json.