Generates several genuinely different framings of an ambiguous problem by varying altitude, stakeholder, and goal-versus-implementation, then selects the most useful one to solve and produces a reframed problem statement with How Might We angles. Use when a problem is vague, arrived as a symptom or a pre-baked…
Evaluates rival causal explanations of a single case by typing each piece of within-case evidence by its diagnosticity (hoop, smoking-gun, straw-in-the-wind, doubly-decisive tests) against each rival's mechanism chain, then eliminating or confirming rivals item by item rather than by tallying. Use when one outcome has…
Produces a pyramid that structures a recommendation answer-first - a single governing thought on top, a small set of MECE, deliberately ordered key arguments beneath it, and supporting evidence under each (Minto), with an optional SCQA intro framing. Use when a conclusion or recommendation already exists and must be…
Composable writing instructions on four orthogonal axes (Voice, Tone, Style, Format): pick one entry per axis and the builder assembles a ready-to-paste prompt prefix that steers any LLM toward a precise register, reasoning pattern, and layout. Ships 97 curated entries, 1193 worked examples, 158 diff-pairs, and 14…
AGENTS.md instructions for product-on-purpose/writing-style-catalog, covering agents.md - instructions for llms working in this repo, project purpose, the four-axis taxonomy model, key conventions and atomic-folder pattern.
Claude Code instructions for product-on-purpose/writing-style-catalog, covering quick orientation, key commands, validate all entries (run before every commit), rebuild taxonomy.json (run after adding/editing entries) and hard rules.
Recommend a voice, tone, style, and format combination from the catalog's stable entries for a described writing situation, then compose the prompt in the same step. Accepts optional pre-fixed axis values; never recommends draft entries; reports low confidence rather than force-picking when nothing fits.
Guide a user to a personal writing-style profile - a saved selection across the catalog's Voice, Tone, Style, and Format axes - and prove it sounds like them with a generated sample before saving. Offers four intake modes (infer from your writing, recognize from examples, interview, or fill a template), confirms with…
Toolkit and Standard for authoring, validating, governing, and scaling cross-agent skill libraries (Claude Code and Codex) to a tiered Bronze/Silver/Gold quality bar. Use when building or grading agent skill plugins, when emitting components for multiple agents, or when adopting the Advanced Skill Library Standard.
Instructions for product-on-purpose/agent-skills-toolkit, covering agents.md - agent-skills-toolkit, what this project is, current state (read before assuming capabilities), conventions and build / test / lint.
Assesses a skill or plugin against the Advanced Skill Library Standard and reports findings with remediation. Use when delegating conformance assessment - the bounded read-only role behind askit-evaluate.
Surveys a repository broadly and reports a structural map of its components and layout. Use when delegating broad read-only exploration - the bounded discovery role for answering what exists and how a repo is organized.
Applies a specified set of file create and edit operations precisely, reading each target first. Use when delegating bounded file mutations - the role that carries out write and edit work an authoring skill has already decided on.
Locates specific files, symbols, or text patterns and reports the matching paths and lines. Use when delegating a targeted search - the bounded read-only role for answering where something is, distinct from the broad survey askit-explorer runs.
Judges whether a skill triggers and behaves correctly by running it against its eval-set and grading the outputs. Use when delegating a behavioral evaluation - the opt-in LLM-judge role behind askit-evaluate's behavioral mode, distinct from the deterministic conformance core.
Reviews a component or a change for correctness, Standard conformance, and quality, and reports findings with severity. Use when delegating a judgment review that goes beyond the deterministic checks - the qualitative counterpart to askit-evaluator.
Authors and improves agentskills.io skills to the Advanced Skill Library Standard. Use when delegating skill creation or conformance work - the bounded role behind askit-build-skill.
Create or improve an agentskills.io skill to the Advanced Skill Library Standard. Use to scaffold a new SKILL.md or raise an existing skill's conformance and description quality.
Evaluate a skill or plugin against the Advanced Skill Library Standard and report per-rule findings, the tier, and remediation. Use to audit conformance or see what blocks the next tier.
PROBE FIXTURE, not a real plugin. Establishes whether Claude Code registers every .md under agents/. Deliberately ships README.md and README.md inside agents/.
PROBE FIXTURE, not a real plugin. One of two plugins shipping an identically named skill, to establish whether component names share a pool across plugins. This is side A.