helios-lifecycle
Skill787 starsChanged 10 days agoApache-2.0View on GitHub
Check Helios scheduler, response ownership, checkpoint cache, offload, and threaded rank lifecycles with TLA+ and Rust conformance, and completion/state-view validators with Kani. Use when changing admission, output buffering, response lifetime, speculation, cancellation, fences, generations, cache compaction, snapshot aliases, offload aggregation, drain handling, readiness, or validation arithmetic.
1 other project uses a version of this.
Adopted by
Most recently taken up by
- NVIDIA/flare-local-inferenceword for word, first seen Nov 8, 2026
Other versions1 project uses a version of this.
Word for word · 1
- NVIDIA/flare-local-inference★ 787100% same
Edited · 0
None found.
Wrote their own version · 0
None found.
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 repository2 other files it gives its agents.
- AGENTS.mdAGENTS.md
- repo-proseSkill
The file
We split this skill into the rules it gives an agent
4 rules. About 0 are common, 1 is distinctive, and 3 are very specific to this project.
≈0
Common · estimate
Many files like this have a rule of this kind.
≈1
Distinctive · estimate
This author's own choices. Worth a look.
3
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Very specific: line 8
Read verification/helios-lifecycle/README.md for the covered Rust functions, state projection, bounds, assumptions, tool setup, and command.
- Distinctive: line 19
Run from the repository root:
- Very specific: line 39
When covered Rust changes, review the corresponding transition, projection, and rejection assertions.
- Very specific: line 41
Run with --mutations in an idle worktree to check deliberate faults in the model and real Rust guards, restore the source, and rerun.
≈ “Common” is an estimate: at least 1 in 5 of the 350,495 skill files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
Helios lifecycle
Read verification/helios-lifecycle/README.md for the covered Rust functions,
state projection, bounds, assumptions, tool setup, and command. This check covers
scheduler ownership under an executor completion/drain contract and the actual
threaded rank bookkeeping helpers, checkpoint ownership, speculative accounting,
snapshot backing aliases, offload aggregation, and native response admission and
event ownership. Response checks also exercise worker completion, reasoning
continuation, and HTTP admission through terminal stream frames. CUDA execution,
the surrounding controller, and coordinated drain require their own execution checks. Kani harnesses cover
sequential validator properties. Use docs/verification.md to select the checks
for an affected property.
Run from the repository root:
python3 verification/helios-lifecycle/check.py --tlc-jar /path/to/tla2tools.jarFor completion-vector, prepared completion-contract, or state-view geometry changes, run
cargo kani --manifest-path helios/Cargo.toml --lib with the pinned setup in the
README. Kani covers StateView::contains and fits_storage; run the accompanying
state_view_validation_resolves_buffers_and_preserves_storage_errors test for
manifest lookup and diagnostics. Preserve the harness's full integer domains,
dtype cases, and empty/nonempty geometry inputs.
Supply --java or --target-dir when needed. Read every TLA+ result with pstack's
statechart skill. For a failure, identify the violated operation or invariant
and replay counterexamples through the covered production scheduler, cache,
transfer coordinator, or rank protocol methods. Correct a
modeling error from the implementation's actual behavior. Preserve a valid
failing property and report the runtime defect.
When covered Rust changes, review the corresponding transition, projection, and
rejection assertions. Use maintain-formal-verification-skill for semantic drift.
Run with --mutations in an idle worktree to check deliberate faults in the
model and real Rust guards, restore the source, and rerun. A passing abstract model alone does not establish
Rust conformance. Report the stated bounds, observed-edge check, mutation result,
and any unrun execution checks.
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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.

