no-ai-prose

Write comment-free code: no line/block comments, docstrings, TODOs, or banners, with narrow exceptions for functional directives and pragmas. Loads automatically at the start of every session.

1 skill · hooks

Subject-matter expert on the Canvas LMS REST API: 142 resources, ~1,078 endpoints, object models, plus guides for auth, pagination, SIS imports, LTI, Live Events, and RBAC permissions.

1 skill

Destiny 2 build and loadout optimization backed by the Destiny Data Compendium: subclass keywords, fragments, aspects, armor mods, set bonuses, artifact perks, exotic armor and weapons, stat tiers, and combatant data.

1 skill

Scaffolds a new project-context skill (SKILL.md, a living PRD, a DESIGN stub, and an append-only ADR log with its own generator script) into any repository, following the pattern used by instructure-hosted-agents' hosted-agents skill.

1 skill

Rewrite AI-sounding text so it reads like the writer without changing what it says.

1 skill

Audit and rewrite prose that reads as machine-generated, across READMEs, changelogs, PR descriptions, docs, and blog copy, with detect-only, rewrite, and edit-in-place modes.

1 skill

Engineer an agent's forgetting, not just its remembering. Four deterministic stdlib scripts implement the four lenses of agent memory: a cost profiler that splits construction from query spend and reports cost per correct answer (construction energy exceeds total query energy across 300 queries in the Stanford characterization); an architecture picker that scores the four paradigm families — long-context, flat RAG, structure-augmented RAG, agentic — disqualifies on hard constraints, names the cost the winning choice makes you pay, and refuses to pick when the top two tie; a density auditor that classifies every record in a memory directory or JSONL export as FACT / SKILL / LOG / PROSE, finds near-duplicates, and flags stale wording; and a forgetting-policy linter that fails any design with no forgetting rule. Ships cs-memory-engineer agent, /cs-memory-engineering and /cs-forgetting-audit commands, 4 references, and a seven-question forcing worksheet.

1 skill · 2 commands · 1 agent

Reviews diffs, PRs, release readiness, and publishing follow-through. Use when asked to review, triage issues or PRs, or ship. Not for debugging root causes or prose.

1 skill · 2 agents

Helps Claude make deterministic, auditable choices about which agent and skills to use for a given task — replacing prose-scanning agent/skill selection with a typed scoring kernel that returns one of seven typed decisions with confidence, rationale, and alternatives.

5 skills · hooks

Use when writing prose humans will read—documentation, commit messages, error messages, explanations, reports, or UI text.

1 skill