sift
Skill0 starsChanged 3 months agoMITView on GitHub
Evaluate an external repository, skill, workflow, or tool before adopting it into Loop-Dee-Loup or a target repository.
4 other projects use a version of this.
Adopted by
Most recently taken up by
- tyrantkhan/sifttheir own version, first seen Nov 15, 2026
- GastonGelhorn/jevmatetheir own version, first seen Oct 25, 2026
- frankieramirez/manatheir own version, first seen Oct 17, 2026
- frankieramirez/ripentheir own version, first seen Sep 8, 2026
Other versions4 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 4
- frankieramirez/mana★ 1same name
- GastonGelhorn/jevmate★ 1same name
- frankieramirez/ripen★ 0same name
- tyrantkhan/sift★ 0same name
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository12 other files it gives its agents.
- AGENTS.mdAGENTS.md
- CLAUDE.mdCLAUDE.md
- context-clearingSkill
- local-workerSkill
- model-checkSkill
- persona-makerSkill
- retroSkill
- script-makerSkill
- skill-makerSkill
- spendSkill
- stage1-classifier-hardeningSkill
- telemetry-batterySkill
The file
We split this skill into the rules it gives an agent
2 rules. 0 are common, 2 are distinctive, and 0 are very specific to this project.
0
Common
Most of the 4 edited versions we read keep these.
2
Distinctive
This author's own choices. Worth a look.
0
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 8
Do not vendor an outside system because it looks useful.
- Distinctive: line 21
Do not create backlog work from speculative value.
“Common” is measured: kept by at least 6 in 10 of the 4 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
Sift
Do not vendor an outside system because it looks useful. Inspect only enough to reach a verdict.
Evaluate:
- Need: what current observed failure or missing capability would adoption solve?
- Redundancy: does Loop-Dee-Loup, the target repository, or another authoritative shared repo already provide it?
- Provenance: what license, attribution, redistribution, security, and supply-chain obligations apply?
- Fit: does it preserve disposable sessions, vertical slices, compressed state, and target-repository authority?
- Cost: is copying one mechanism cheaper and safer than adopting the whole system?
- Verification: what deterministic evidence would prove the adapted mechanism works?
Return one verdict: ADOPT, ADAPT, REIMPLEMENT, DEFER, or REJECT. Name the smallest useful piece, required obligations, destination authority, validation method, and what must not be imported.
Do not create backlog work from speculative value. Only a founder-accepted, independently valuable outcome may become backlog work — a priority-horizon-labeled GitHub Issue, or, in a target repository, that repository's own Burn Order.
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
No reviews yet
People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.
- It worked
- Partly
- It didn't
Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.