Install any skill in seconds. Free to start, no credit card required.
Get Started Free →Build the project's shared language and bounded contexts before writing code, so names stay consistent and the agent stops paraphrasing domain concepts. Produces a CONTEXT.md glossary and decision records. Use at the start of a project or feature, or when the codebase and the people describing it speak different languages.
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-17 | ✗→✓ | ▲ Improved | -33% | 0% |
| case-03 | ✗→✓ | ▲ Improved | -2% | 0% |
| case-07 | ✗→✓ | ▲ Improved | 96% | 0% |
| case-14 | ✗→✓ | ▲ Improved | -47% | 0% |
| case-16 | ✗→✓ | ▲ Improved | -29% | 0% |
Most misbuilds start as a language gap: the agent is dropped into a project and left to infer the jargon, so it uses twenty words where the domain has one. A shared language closes the gap. When code, conversation, and the model all draw from the same vocabulary, names line up, navigation gets cheaper, and the model spends fewer tokens reasoning because it has a tighter language to reason in.
words, list the nouns and verbs that carry domain meaning - the concepts a newcomer would have to ask about. Prefer the user's word over a synonym you like better.
not a dictionary definition. If two terms blur together, force the distinction or collapse them - ambiguity here becomes inconsistent names in code.
different parts of the system, that is a boundary. Name each context and note which terms belong to it. A term that means two things is two terms.
questioned later, write a short decision record: context, choice, alternatives rejected, why.
CONTEXT.md - the shared-language glossary. One term per line:term - what it means in this project. Grouped by bounded context when there is more than one. Point every future session at this file. On re-run, add new terms and update definitions that changed; do not rewrite the file wholesale.
short enough to read in fifteen seconds.
docs/decisions/NNNN-slug.md for the contestedmodeling calls only. Read the directory first and number from the highest existing record so two records never collide. Skip the obvious ones.
not framed on a wall.
rename it.
nothing is worse than none. Prune terms that fall out of use.
Run this before plan-interrogate on a new area, or let plan-interrogate call back here when it hits terms it cannot pin. The CONTEXT.md this produces is the same file plan-interrogate emits - one shared-language artifact, two ways in.
Other measured skills in the registry, with their headline benchmark lift.