thermos
Skill1 starsChanged 38 days agoMITView on GitHub
Run both thermo-nuclear review lenses (bugs/security and code quality) in parallel on one scoped diff and synthesize a deduped verdict. Use for thermos, double thermo review, pre-PR review, per-PR review of a stack layer, or any review step that needs the default gate.
4 other projects use a version of this, 3 of them edited.
Adopted by
Most recently taken up by
- christofferbergj/agent-skillstheir own version, first seen Nov 1, 2026
- rockcookies/skillsedited, first seen Oct 13, 2026
- gannonh/kata-codeedited, first seen Oct 6, 2026
- ahonn/dotfilesedited, first seen Sep 10, 2026
Other versions4 projects use a version of this.
Word for word · 0
None found.
Edited · 3
- ahonn/dotfiles★ 6211% same
- gannonh/kata-code★ 111% same
- rockcookies/skills★ 111% same
Wrote their own version · 1
- christofferbergj/agent-skills★ 1same 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 repository58 other files it gives its agents.
- architectSkill
- arenaSkill
- automate-meSkill
- benchmark-checklistSkill
- blast-radiusSkill
- browser-useSkill
- control-cliSkill
- control-uiSkill
- correctSkill
- create-verification-skillSkill
- cua-driverSkill
- deslopSkill
- figure-it-outSkill
- howSkill
- interrogateSkill
- maintain-verification-skillSkill
- no-commentsSkill
- poteto-modeSkill
- principle-attack-the-premiseSkill
- principle-boundary-disciplineSkill
- principle-build-the-leverSkill
- principle-encode-lessons-in-structureSkill
- principle-exhaust-the-design-spaceSkill
- principle-experience-firstSkill
- principle-explain-the-numberSkill
- principle-fix-root-causesSkill
- principle-foundational-thinkingSkill
- principle-guard-the-context-windowSkill
- principle-laziness-protocolSkill
- principle-make-operations-idempotentSkill
- principle-migrate-callers-then-delete-legacy-apisSkill
- principle-minimize-reader-loadSkill
- principle-model-the-domainSkill
- principle-never-block-on-the-humanSkill
- principle-outcome-oriented-executionSkill
- principle-prove-it-worksSkill
- principle-redesign-from-first-principlesSkill
- principle-separate-before-serializing-shared-stateSkill
- principle-sequence-verifiable-unitsSkill
- principle-small-door-big-roomSkill
- principle-subtract-before-you-addSkill
- principle-test-behavior-not-implementationSkill
- principle-tests-pay-rentSkill
- principle-type-system-disciplineSkill
- recallSkill
- reflectSkill
- setup-pstackSkill
- show-me-your-workSkill
- stacked-prsSkill
- swarmSkill
- tddSkill
- teachSkill
- technical-writingSkill
- thermo-nuclear-code-quality-reviewSkill
- thermo-nuclear-reviewSkill
- typescript-best-practicesSkill
- unslopSkill
- whySkill
The file
We split this skill into the rules it gives an agent
5 rules. 1 is common, 2 are distinctive, and 2 are very specific to this project.
1
Common
Most of the 4 edited versions we read keep these.
2
Distinctive
This author's own choices. Worth a look.
2
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Very specific: line 26
Run no-comments and deslop before thermos, not after.
- Distinctive: line 31
Write the scope spec. Do not paste the diff.
- Distinctive: line 42
Wait for all items. Synthesize.
- Very specific: line 59
If show-me-your-work is active, add a trail entry: scope, lenses run, buckets, verdict, dismissals with reasons.
- Common: line 61
If the agents' summaries are already visible to the user, do not restate them.
“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
Thermos
Two diff-scoped review lenses run in parallel on the same scope, then one synthesized verdict.
- agent
thermo-review(skillthermo-nuclear-review): bugs, breakage, security, devex regressions, feature-gate leaks. Only added or modified code. - agent
thermo-quality(skillthermo-nuclear-code-quality-review): maintainability, code-judo, 1k-line rule, spaghetti, boundaries, module depth, test value.
Thermos is the default review gate. interrogate is the escalation: use it when design is contested, stakes are high, or the user asks for multi-model or adversarial review. Thermos is read-only. It never edits. Fixing is the owner's job.
Who calls this
opening-a-pr: pre-PR gate.babysit: every new patch, scoped to the delta since the last verdict.shipping: independent per-PR verdict, one scope per stack layer.autopilot: verifier rounds, as mandatory lanes next to the swarm lanes.orchestrateand multi-phase plans: per-PR review step.- feature, bug-fix, refactoring, and perf playbooks: the "review before PR" step.
review-bot-triage: thermos is the first-party counterweight to review bots. A bot finding thermos also raised is high signal.
Run no-comments and deslop before thermos, not after.
Workflow
- Determine the scope from the user request, PR, current branch, or local uncommitted work. Resolve
base(defaultmain) andhead. For a PR, get the number, title, and body withgh pr view <n>. - Write the scope spec. Do not paste the diff. The spec holds:
- base ref and head ref (or "working tree" for uncommitted work)
- PR number if any
- an intent paragraph: what the change is for and what breakage is intended
- for a stack layer: the one layer under review (
git diff <parent-branch>...<branch>) and the names of the layers below, for context only - optionally a pointer to a saved diff at
local://review/<id>.diffwhen the diff is big
- Read model roles. Call
pstack_modelswithrole: "thermos-review"androle: "thermos-quality". If the tool is absent, readrule://pstack-modelsand fall back to the defaults. The extension also applies these roles automatically when the agents spawn, so passingmodelis optional. Pass it when the role resolves to something other than the agent's alias. - Spawn both lenses in ONE
taskcall.tasks[]holds 2 x scopes items, two per scope (one scope for a normal review, one per layer for a stack):agent: thermo-reviewwith the scope spec and asolutionSpacelike "open-ended audit, breakage paths unknown".agent: thermo-qualitywith the same scope spec and asolutionSpacelike "structure may admit a much simpler reframing". Use onetaskcall with heterogeneousagentitems, not aworkpool. A workpool binds one agent and replaces its structured output with a free-form schema. The task tool keeps each agent's own schema, so you get the verdict and priority 0-3 findings back structured. Name items by scope and lens (for exampleLayer2Review,Layer2Quality).
- Wait for all items. Synthesize.
Synthesis
Findings first, then the verdict. No praise.
Tag each finding with the lens from the item that produced it (thermo-review or thermo-quality). Do not trust a finding's own lens value for that. The agents' lens field is review-bot or human only when the finding was sourced from PR discussion.
- Dedup findings across the two lenses and across scopes. Merge same-root findings into one entry with both lenses credited.
- Overlap raises weight. A finding both lenses raised, or one a review bot raised that a lens also raised, ranks higher.
- Resolve disagreements with your own judgment. Read the code. Do not average.
- Bucket every finding:
- act-on: real, in scope, fix before the step proceeds.
- consider: plausible or stylistic, owner decides.
- noted: true but out of scope or intended, recorded only.
- dismissed: wrong or already handled, with a concrete reason.
- Verdict is
approveorchanges_requested. Any P0 or P1 in act-on meanschanges_requested. It blocks the step until fixed or dismissed with a concrete reason. - If
show-me-your-workis active, add a trail entry: scope, lenses run, buckets, verdict, dismissals with reasons.
If the agents' summaries are already visible to the user, do not restate them. Surface the unified verdict, the highest-signal findings, and remaining uncertainty.
Review a stack
One scope per unmerged layer, bottom to top.
- Get the layers from
gh stack view --json(or the stacks REST endpoint). - Each layer's diff is
git diff <base-parent-branch>...<layer-branch>, that PR's base to its head. The bottom layer's parent is trunk. - Lower layers are context only. A layer is not blamed for code that lower layers added.
- Spawn a
thermo-reviewandthermo-qualitypair per layer in the same singletaskcall (step 4 above), then synthesize per layer. Report one verdict per PR. - Re-review a layer when its head SHA changes. Do not re-review unchanged layers. Scope the re-review to the delta: base = the SHA of the last verdict, head = the layer's current head. Name the layer's parent branch in the spec as context so the reviewer can tell what lower layers own.
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.

