trajectorylisted
Install: claude install-skill compforge/devloop
# Trajectory Quality
Turn an agent's recorded decisions and actions into an evidence-backed next improvement. Operate the
project's existing trajectory capability; do not replace its framework, business data, labels, or
judgment criteria.
## Keep the owners separate
1. Treat case-harness or another trajectory framework as infrastructure that quantifies and
localizes trajectory problems, then accumulates their evidence through normalization, Dataset
and Run artifacts, Findings, Evaluations, Measurements, Worksheets, metrics, and reports.
2. Treat the project as owner of its RecordingSource, Loader, annotations, Detectors, Evaluators,
Measurers, report projection, canonical command, and optimization targets.
3. Treat this skill as the operator that discovers those assets, runs them, turns their evidence into
one bounded next problem and change surface, and organizes a controlled tuning experiment.
The framework answers where a problem appears, with what evidence, magnitude, and trend. This skill
uses project context to decide what to change next and how to verify it.
Do not call a lower-level framework directly when the project exposes a wrapper. Framework code
alone is `no_capability`; require either a usable project entrypoint that can produce trajectory
evidence or an existing project-owned artifact sufficient for the requested analysis. A missing
specialized Detector or Evaluator alone is not `no_capability`: when normalized trajectories are
available, insp