Apply tkstack's personal engineering principles when designing, implementing, or reviewing code, skills, hooks, rules, workflows, and harness configuration. Prefer deterministic code and explicit rules, then narrowly scoped decision models or APIs, with LLMs and agents as the last resort. Design all code for safe bounded concurrency and parallel composition.
Plugin tkstack-principles from marketplace tkstack in Tyler-R-Kendrick/tkstack. Commands read from the repo's manifest — 8 days ago.
tkstack-principlesApply tkstack's personal engineering principles when designing, implementing, or reviewing code, skills, hooks, rules, workflows, and harness configuration. Prefer deterministic code and explicit rules, then narrowly scoped decision models or APIs, with LLMs and agents as the last resort. Design all
/tkstack-principles:help/tkstack-principles:model/tkstack-principles:verify/tkstack-principles: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
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.
1 skill · 7 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
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