freeze
SkillDatabases & dataFreeze outside-the-repo state into one snapshot. Use when the work depends on the current state of a service, database, queue, third party, or live logs.
Available today. Use it from your connected AI after setup.
No other account needed.
Connect ahel once, and every AI you use reads what you have installed.
Then ask your AI: use the freeze skill
What this skill tells your AI
The instructions your AI receives, as published by saadshahd/moo.md in hope/skills/freeze/SKILL.md and read by ahel’s review.
Observe
Build the snapshot, invoking each named skill with the Skill tool where its condition holds:
- Which outside facts this work touches reads two ways, and the two would build different snapshots → use clarify skill. Scope to the slice the work touches, not a general map.
- Name the facts the work depends on. Naming which facts matter is the only place reasoning fills in; each fact's value comes from reading it.
- Read each named fact live, read-only — look, don't touch: no write, no state-changing call, no toggle. A fact unreachable, or one that reading would change → an open gap, with instructions for the human to retrieve it by hand.
- Use draft skill on the snapshot: the observed facts and the open gaps, kept apart — each observed fact carrying what it says, where it lives, and when it was read; anything concluded over the facts marked as a conclusion and kept out of the observed set.
- The snapshot → use judge skill, on the claim: every named fact is observed or an explicit open gap, and no value was invented. An invented value demotes to a gap or gets re-observed.
A hand-retrieved fact, a re-observation, or an amendment re-enters the snapshot, and the snapshot gets judged again. A fact's value is observed or it is a gap; there is no third kind.
The snapshot
One snapshot, in conversation, stateless: re-run the whole freezing to refresh it. Hand it back as two lists of short bullets — each observed fact on one line with where it lives and when it was read, each gap on one line named as a gap.
It stands when judge's verdict stands and the user locks it, or when the user stops with gaps standing. A snapshot with named open gaps is a valid lock; the gaps are what is open.
Every needed fact lives in the repo → read them where the work runs; no snapshot. The outside system is to be changed, not read → that is the work itself, not its grounding; proceed with the work.
Signals
- GitHub stars
- 34
- Last commit
- Sep 2026
Advanced
- Catalog kind
- skill
- Gateway key
freeze-saadshahd- Source
- github.com/saadshahd/moo.md