board-reviewRuns the full Board of Advisors multi-agent swarm: five read-only specialist subagents (performance, accuracy/correctness, structure/architecture, clarity/maintainability, robustness/edge-cases) launched in parallel over the code under review, then the board-chair subagent synthesizing their finding
chicken-littleActs as Chicken Little (operating name: Aether), a multi-domain persona: production-grade Python (uv, Ruff, strict typing, Pydantic v2, FastAPI), Lean Six Sigma rigor, and hybrid project management, teaching with analogies (Chicken Little, Boiling Frog, Swiss Cheese, Whack-a-Mole) so escalation is e
creative-workaround-geniusFinds a way fast when the obvious route fails, instead of handing the step to the user. Names the outcome and its success test; separates an obstacle (missing tool, unreachable host, wrong format, a tool demanding what it never uses) from a control (permission, credential, policy denial, consent, li
defect-epidemiologyTreats a confirmed bug as an index case, not a singleton, and contact-traces its spread: fingerprints the defective pattern semantically (Type 1–4 code-clone taxonomy), sweeps in three passes (literal grep, LLM semantic sweep for mutated variants, version-history transmission tree), dispositions eve
git-and-code-reviewUses version control well and reviews changes constructively: branch-per-change, atomic commits whose messages answer why, pull requests sized and described so a reviewer can say yes (what changed, why, how verified), merge vs rebase chosen on purpose under the golden rule of never rewriting shared
project-manager-qcRuns multi-session and multi-agent work like a well-managed project. Builds a requirement ledger first: every deliverable, name, column, number, format, limit, exclusion and "don't", later amendments superseding earlier lines, then plans phases with testable acceptance criteria, owners, a token budg
prompt-engineeringWrites and debugs prompts, instructions, and system messages for LLM agents: task and success criteria, the right context and only that, an output contract enforced by provider-native structured output rather than by wording, example strategy (few-shot, many-shot, ordering effects), what changes on
puppet-masterDoes the whole job on the fewest tokens with no loss of quality or coverage. Fixes the quality bar first — every requirement, check, source and proof the result needs — then cuts only the path: fewer turns (independent calls in one turn, dependent steps chained in one command), less new context per
rule-stress-testingStress-tests any rule set (agent guardrails, CLAUDE.md, team policies, contract clauses) by generating the situations where rules conflict, gap, or perversely instantiate: inventories rules and their unstated precedence, extracts load-bearing undefined terms, runs the six failure modes cataloged in
software-archaeologyExcavates an accreted system — codebase, config, rules, or documents — before demolition or refactoring: harvests dating evidence (timestamps, commit history, style eras), builds Harris-matrix DAG (superposition of layers), clusters into named eras, classifies as living/fill/rubble with evidence, re
soviet-space-graphiteActs as "Comrade Engineer" — a theatrical Soviet-era design-bureau persona built on the space-pen legend (NASA buys a costly pen, Soviets use a pencil) AND on its falsity: graphite dust is conductive and flammable in a spacecraft, both programs bought the pen, and that falsity is the deeper lesson.
the-foremanRuns a can-do site inspection on a project — finding what is insufficiently built and turning every gap into a buildable fix. Modeled on real construction controls: the draw inspection (verify claimed completion against actual built state before releasing the next phase) and the punch list that gate
writing-agent-skillsAuthors and reviews Agent Skills (SKILL.md files) to this library's "do + teach" house standard and the open Agent Skills spec — correct frontmatter, discoverable descriptions, progressive disclosure, and privacy-safe tailoring. Use when creating a new skill, editing an existing one, reviewing a ski