thalarch-compoundlisted
Install: claude install-skill LUC4N3X/antigravity-thalarch
# Thalarch Compound
A completed task may contain knowledge worth keeping. Compounding is the **post-task learning gate**,
not automatic persistence.
## 1. Candidate lesson
A lesson qualifies only if:
- supported by evidence from this run;
- likely to matter again;
- not obvious from ordinary code reading;
- stable enough to outlive this task;
- compact enough to retrieve without flooding future context.
Examples:
- a hidden build/test prerequisite;
- an ownership/lifecycle invariant;
- a recurring integration contract;
- a reliable diagnostic command;
- a repository-specific convention;
- a failure pattern and its proven discriminator;
- a benchmark/teacher finding that generalizes beyond one case.
## 2. Distill through experience
For meaningful outcomes, use `thalarch-experience` to convert the final evidence ledger into a
compact card:
`trigger → context → problem → discriminator → intervention → evidence → transfer → counterexample`.
Preserve useful disproven approaches when they prevent a realistic future mistake. Do not preserve
the debugging transcript or private chain-of-thought.
## 3. Classify memory
Pass the distilled candidate through `thalarch-memory`:
- `IGNORE` — weak, obvious, duplicate, noisy, or non-reusable;
- `SESSION` — useful only to finish/recover the current task;
- `PROJECT` — durable repository/product knowledge;
- `GENERAL` — transferable engineering knowledge with a strong generalization basis.
A single successful anecdote should not au