KymiraCertified BI

The 22 skills · Platform skill · Everything only

AGENT SKILL

annotations: what it makes your agent do, and what it refuses.

annotations answers the question every recurring report generates, what happened in March, on the chart itself. The discipline is the separation: an annotation explains a number and never changes one, so the narrative layer can never become an unaudited compute path.

The job annotations does

The answer usually exists, in somebody's memory, while the chart keeps the spike unexplained. This skill puts the story where the spike is and keeps the two layers apart. Event markers are data with a date, an author and a scope, rendered on the chart. Team notes are attributed shared state, threaded beside the figure rather than in a separate tool. One direction only: data explains itself in checks, and annotations explain the data in words. There is a sibling mechanism that may move a figure, the structured override, and naming it keeps the line sharp: an outlier flagged out of a total changes the number only through the data layer, attributed and reversible, never through a note.

What annotations refuses

A skill is worth what it stops as much as what it produces. These are the refusals written into annotations, taken from the rules and limits in its own file.

8 lines from the annotations skill file, verbatim

From skills/annotations/SKILL.md, unedited. Kymira skills are plain text you can read in full before you install them, which is the point of shipping a method rather than a binary.

Corrections that alter data go through the data layer, get re-validated,
and re-tie — that's the pipeline's job. An annotation only *points*:
"data-entry error corrected in the 03-14 drop." If an annotation could
move a figure, the narrative layer would become an unaudited compute path
— the exact thing this architecture exists to prevent. One direction only:
data explains itself in checks; annotations explain the data in words.

There is a *sibling* mechanism that may move a figure, and naming it keeps

The failure modes annotations addresses

No entry in the catalogue of 51 observed failure modes names annotations as the thing that addresses it. The catalogue records failures we have watched happen, so a skill appears there once a failure it covers has actually been observed and written up. Read the catalogue.

The tier annotations ships in

TierPriceWhat the tier holdsannotations
Free$0honest-dataviz and the eleven doctrine principles, published in fullNot in this tier
Core Pack$199the thirteen craft skills, one-time purchase, lifetime updatesNot in this tier
Everything$349all 22 skills, both libraries, the template bank, one-time purchase, lifetime updatesIncluded

Both paid tiers are a one-time purchase with lifetime updates, and all sales are final: the files are plain text you keep the moment they arrive, so judge the quality on the free skill and the published doctrine first. The pricing section states exactly what each tier contains.

Installing annotations

A skill is a folder with a SKILL.md file in it. Installing one is copying that folder where your agent looks for skills, with no build step and no dependencies.

mkdir -p ~/.claude/skills
cp -R Kymira/skills/annotations ~/.claude/skills/

Or open the unzipped pack in Claude Code and say install Kymira, which installs every skill in your tier, or double-click the installer for your system. Cursor reads the same skill as a rule file: copy annotations.mdc into .cursor/rules/. Skills are read at startup, so start a new session and ask your agent which skills it has available.

Not for

Annotations are testimony rather than evidence, and attributed, dated testimony is as far as a narrative layer can go. This skill cannot confirm what a note claims, and it is a platform skill, so it ships in Everything only.

Last updated 2026-08-20 · Dylan, founder · one of 22 packaged skills, each one a method written down, not a product tour.

See the tiers → All 22 skills The doctrine The failure catalogue