quorum-degradation
Skill0 starsChanged 3 months agoMITView on GitHub
Run a quorum on a restricted harness - three tiers from parallel subagents down to a structured single-context pass, what each tier costs in rigour, and how to state the tier so a reader knows how strong the gate that passed their work actually was. Trigger on "no Workflow tool", "can't spawn agents", "restricted seat", "single context", "quorum without subagents", "managed plan", "how do I run this here".
In this repository10 other files it gives its agents.
- code-quorumSkill
- decision-quorumSkill
- design-quorumSkill
- incident-quorumSkill
- mece-decomposeSkill
- quorum-judgingSkill
- quorum-lensesSkill
- quorumSkill
- quorum-verificationSkill
- research-quorumSkill
The file
We split this skill into the rules it gives an agent
4 rules. About 0 are common, 4 are distinctive, and 0 are very specific to this project.
≈0
Common · estimate
Many files like this have a rule of this kind.
≈4
Distinctive · estimate
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 60
No subagents at all. You run every lens, explicitly and one at a time.
- Distinctive: line 69
Hunt only that failure: Do not fix anything, do not assess overall quality, do not jump to a different concern that catches your eye — note …
- Distinctive: line 101
Every quorum output states its tier and that tier's limitation.
- Distinctive: line 144
Do not use a lower tier for convenience on high-stakes work.
≈ “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
Degradation
The gate never gets skipped for lack of capability. It degrades, and it says which tier it ran at.
This matters because a managed or restricted seat may block the Workflow tool, subagents, or both — and the temptation is to skip the review entirely rather than run a weaker one. A weaker gate honestly labelled beats no gate.
Convention, not measurement. The three tiers are a portability design. The corpus measured the Tier 1 shape; Tiers 2 and 3 are reasoned degradations of it. See CALIBRATION.md.
Tier 1 — parallel subagents
The full shape. Miners run concurrently and blind to each other; verifiers run per finding; judges see only the confirmed dossier.
What makes it strongest: genuine independence. Reviewers who cannot see each other's work do not converge, and non-convergence is what produces coverage.
Requires a workflow/orchestration tool. Use workflows/quorum.js or scaffold one with
tools/scaffold.mjs.
Tier 2 — sequential subagents
Subagents available, no parallelism. Same lenses, run one at a time.
The rule that preserves most of the value: each pass gets a fresh context and does not see earlier findings. Independence, not concurrency, is what Tier 1 was buying. A sequential run that hides prior results retains most of the rigour; one that accumulates them collapses into a single perspective that agrees with itself.
Costs versus Tier 1: wall-clock time, and some risk of orchestrator context bleed between passes.
for each lens:
spawn agent with ONLY the lens question + scope + evidence contract
collect findings
(do not pass previous findings in)
dedupe in code
for each finding: spawn a refuter with ONLY that finding
tally in code
judges: one pass each over the confirmed dossier
synthesizeTier 3 — structured single context
No subagents at all. You run every lens, explicitly and one at a time.
This is meaningfully weaker and must be labelled as such. It is also far stronger than one undirected read, because naming the lens converts a vague "review this" into a specific search.
The discipline that makes it work:
- Write the lens question down verbatim, before looking at the subject. Committing to what you are hunting prevents the search from drifting toward what you happen to notice.
- Hunt only that failure. Do not fix anything, do not assess overall quality, do not jump to a different concern that catches your eye — note it and return to the lens.
- Record findings before switching lenses, including "nothing found for this lens." The empty result is data.
- Never skip a lens because an earlier one found something big. Lenses are orthogonal by construction; a major finding in one says nothing about the others.
- Verify in a separate explicit pass, re-opening the evidence, with the refutation framing. Do not verify while mining — that is the fold-verify-into-judge failure the corpus identified as the difference between strong and mediocre runs.
- Rule at the end, against the pooled list rather than as you go.
The order is doing the work here. A single context that runs mine → verify → rule as distinct passes retains the structural benefit even though it loses independence.
What each tier costs
| Independence | Adversarial verify | Panel | Reproducible | |
| Tier 1 | Full | Per finding, parallel | Yes | Yes, scripted |
| Tier 2 | Good (fresh contexts) | Per finding, sequential | Yes | Mostly |
| Tier 3 | None — one mind | Separate pass, same mind | Self-administered | No |
Tier 3's honest limitation: you cannot fully refute your own finding, because you already believe the reasoning that produced it. It catches evidence that does not reproduce; it catches reasoning errors much less reliably.
Say which tier ran
Every quorum output states its tier and that tier's limitation. A reader must know how strong the gate was.
Tier 2 (sequential, fresh context per lens) — parallel subagents are
unavailable on this seat. Reviews were independent but not concurrent.Tier 3 (structured single-context) — no subagents available. Four lenses were
run as separate explicit passes with a separate verification pass. This is
weaker than independent review: the same reasoning produced and checked the
findings.Omitting the tier lets a Tier 3 pass be read as a Tier 1 result, which is the one outcome this whole skill exists to prevent.
Deterministic steps never degrade
Dedup, tallying, ruling, ranking and requorum diffing are code at every tier. tools/quorum-lib.mjs
has no harness dependencies — it runs anywhere Node runs, and by hand in a spreadsheet if it must.
Keeping these in code is what stops Tier 3 from also losing reproducibility in its bookkeeping on top of losing independence in its judgement.
State is checkpointed at round boundaries, not inside a run: a run that dies mid-phase re-runs
its round, and what persists between rounds is the returned ruling JSON (see /requorum for where it
lives). There is no intra-run store on purpose — agent state is harness-owned and not this repo's to
serialize.
Choosing a tier
Workflow/orchestration tool available? -> Tier 1
Subagents available? -> Tier 2
Neither? -> Tier 3Do not use a lower tier for convenience on high-stakes work. If the stakes justify a quorum and only Tier 3 is available, run Tier 3, label it, and say plainly what a stronger gate would have added.
Related skills
quorum— the orchestratorquorum-verification— the phase most degraded at Tier 3quorum-lenses— naming the lens is what makes Tier 3 work at all
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.

