Identify and correct AI slop in writing, code, tests, websites, images, video, and audio. Use for /unslop, output grading, anti-slop review, or whenever the user identifies a slop pattern. Record actual corrections in the shared steering ledger, extract a scoped reusable criterion, and grade against the evolving catalog with artifact evidence and legitimate exceptions.
Plugin unslop from marketplace tkstack in Tyler-R-Kendrick/tkstack. Commands read from the repo's manifest — 8 days ago.
unslopIdentify and correct AI slop in writing, code, tests, websites, images, video, and audio. Use for /unslop, output grading, anti-slop review, or whenever the user identifies a slop pattern. Record actual corrections in the shared steering ledger, extract a scoped reusable criterion, and grade against
/unslop:help/unslop:model/unslop:native_check/unslop:native_grade/unslop:native_show/unslop:verify/unslop:versionLearn from user corrections, frustrations, workflow outcomes, and temporary .tkstack sessions. Use for /learn, help, repeated instructions, a rejected approach, session consolidation, report-only audits, or direct skillify/hookify/instructify/flowify/lintify/reusify/codify subcommands. Preserve provenance, extract scoped reasoning rules, and turn verified procedural lessons into reviewable reusable artifacts shared across harnesses.
8 skills · 16 commands
Run the BDD/contract lifecycle or scoped planning, architecture, verification, review, delivery, and handoff. Invoke only when the user explicitly asks for /sdlc or one of those modes. Coordinate durable SQLite task DAGs with fenced leases and explicit development-to-requirements/ADR revisions. Full mode retains sparse COW worktrees, independent evidence review, and squash-merged stacked PRs.
1 skill · 15 commands
Run a bounded, evidence-driven improvement loop for code, prompts, skills, websites, or generated media. Invoke only when the user explicitly asks for /hill-climb or a measured improvement loop. Freeze a sensitive evaluation, measure baseline noise, change one hypothesis at a time, keep or revert from evidence, and confirm the winner on untouched cases.
1 skill · 5 commands
Create or maintain source-grounded repository documentation, a knowledge wiki, a glossary, an ADR, or a resumable task handoff. Use for documentation maintenance and knowledge capture. Agent policy belongs in instructify; UI design-system capture belongs in open-design; ordinary articles belong in write.
1 skill · 4 commands
Plan and produce images, video, audio, brand assets, and product media with explicit deliverables and actual output inspection. Use for fal.ai or a provider-neutral media production brief. Preserve explicit Higgsfield or other provider selections and use their real adapters.
1 skill · 4 commands
Use Headroom for explicit reversible context compression, CCR retrieval, or agent wrapping. Verify original-context fidelity and actual runtime readiness while preserving provider and account routing.
1 skill · 4 commands
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