baseline-gap-reviewlisted
Install: claude install-skill justinmchoi/ai-toolkit
# Baseline Gap Review
Built after the second dated occurrence of this pain (`_Improvements/` piled up
again, 41 new notes since the 2026-07-29 pass, with no review cadence), which is
what `process-vs-work-doctrine` rule 1 requires before building anything.
**Don't state the occurrence count here.** Earlier versions of this file hardcoded
one and it was wrong within a month, because the file cannot know how many times it
has since been run. Count the dated manifests instead — `ls $IMPROVEMENTS_ROOT/Done/*-baseline-consolidation-manifest.md`
is the number of passes, and `$IMPROVEMENTS_ROOT/.flow-log` is the running record.
Per rule 3 this **stays a single file** — no spec directory, no install script, no
CONTEXT.md, no supporting scripts. It has now run several times without needing
any of them, which is evidence the constraint is right rather than a countdown to
relaxing it. Do not scaffold on your own initiative.
## Paths
Resolve all three from the environment. Do **not** prompt for them, and do not
write literal machine paths back into this file:
- `_Improvements/` root: `$IMPROVEMENTS_ROOT` (the same variable
`improvement-extraction` writes to — they must agree)
- work toolkit repo: `$WORK_TOOLKIT_ROOT`
- personal toolkit repo (this repo): `$AI_TOOLKIT_ROOT`, or the repo root
containing this skill
If a variable is unset, ask for that one path once and use it for the run only.
> Superseded 2026-09-09: these were previously three hardcoded absolute paths,
> kept t