reasoning-foundation-router
Skill2 starsChanged 2 months agoMITView on GitHub
Route substantive reasoning, research, learning, diagnosis, and decision tasks to the smallest useful combination of foundational methods. Use when the user explicitly asks for one of the packaged methods or when ambiguity, contested choices, evidence uncertainty, path dependence, multiple professional lenses, longitudinal comparison, or cross-domain transfer makes a simple domain-only answer unreliable. Skip direct facts, translation, formatting, fixed-scope execution, and deterministic work settled by inspection or tests.
In this repository9 other files it gives its agents.
The file
We split this skill into the rules it gives an agent
5 rules. About 0 are common, 3 are distinctive, and 2 are very specific to this project.
≈0
Common · estimate
Many files like this have a rule of this kind.
≈3
Distinctive · estimate
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 36
When more than one matches, write the final-deliverable owner as primary.
- Distinctive: line 40
Default to one method. Use at most three only when one layer produces a required input for the next:
- Very specific: line 48
Do not run the whole package.
- Distinctive: line 60
Keep routing backstage. Deliver the requested conclusion or artifact, not a tour of methods.
- Distinctive: line 62
Before finalizing, verify: exactly one primary owner.
≈ “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
Reasoning Foundation Router
Select methods; do not replace the active domain skill. The domain owner keeps facts, calculations, implementation, safety standards, and the final deliverable.
Cheap Route Check
A task is method-complex when any condition holds:
- one missing user fact can change the route;
- two or more credible choices or causal explanations carry meaningful cost, risk, lock-in, or opportunity cost;
- stakeholders, objectives, or time horizons conflict;
- hidden assumptions, path dependence, or a conclusion-flipping variable matter;
- the task must synthesize evidence across time, comparators, disciplines, or distant domains.
Length is not complexity. A long format conversion is simple; a one-line migration choice may be complex. Skip the package for direct facts, translation, formatting, fixed instructions, and deterministic implementation or bug fixes settled by inspection and tests.
Choose One Primary Owner
Choose by the requested final deliverable, not by which method sounds most sophisticated:
$socratic-problem-framing: the problem is not decision-ready and unavailable user input can change the route.$fact-claim-audit: truth, credibility, causality, or evidence quality is the core deliverable.$dual-layer-explanation: the core deliverable is learning one concept at beginner and professional levels.$reverse-engineer-example: the user supplied an inspectable example and wants reusable mechanisms.$longitudinal-horizontal-analysis: the core deliverable combines evolution, comparators, and conditional outlook.$first-principles-rebuild: path dependence or patchwork must be replaced by a derivation from facts, goals, and constraints.$cross-domain-mechanism-transfer: the bottom structure is known and the core deliverable is borrowing mechanisms from distant fields.$expert-perspective-panel: the outcome depends on three genuinely complementary professional method lenses.$bidirectional-steelman: the core deliverable is a strongest-case contest around one disputable choice or recommendation.
When more than one matches, write the final-deliverable owner as primary. Example: “verify cases, then decide whether to migrate” uses $bidirectional-steelman as primary and $fact-claim-audit as an evidence layer; “only verify the cases” uses $fact-claim-audit alone.
Compose Only on Dependency
Default to one method. Use at most three only when one layer produces a required input for the next:
- Framing or evidence:
$socratic-problem-framingand/or$fact-claim-audit. - Construction or research: one of the other domain-shaped methods.
- Contest check:
$bidirectional-steelman, only when its own trigger is met.
Valid examples include framing → first principles, fact audit → longitudinal-horizontal analysis, first principles → cross-domain transfer, and fact audit → first principles → steelman.
Do not run the whole package. Do not combine $expert-perspective-panel with $bidirectional-steelman merely to create more voices. Add steelman after a panel only when one material, conclusion-flipping choice remains.
Hard Boundaries
- Multi-perspective reasoning is not multi-agent execution. Never spawn agents just because
$expert-perspective-paneluses three lenses. - Multiple agents do not prove a claim; use evidence standards and the relevant domain owner.
- Film, security, medical, legal, financial, data, and other specialized routes keep their existing mandatory owners and gates.
- Questions should not stall reversible work. Ask one decisive question unless the user explicitly enters the bounded Socratic sequence.
- In high-impact contestable decisions, include
$bidirectional-steelmaneven when the user presents only one side.
Delivery and Receipt
Keep routing backstage. Deliver the requested conclusion or artifact, not a tour of methods. Show a compact route summary only if the user asks which methods were used or a missing input blocks the work.
Before finalizing, verify: exactly one primary owner; no more than three methods; every helper has an explicit input-output dependency; external claims follow current evidence rules; and the result ends in a usable explanation, judgment, artifact, experiment, or one decisive question.
Package Contents
$socratic-problem-framing$dual-layer-explanation$reverse-engineer-example$longitudinal-horizontal-analysis$fact-claim-audit$expert-perspective-panel$first-principles-rebuild$cross-domain-mechanism-transfer$bidirectional-steelman
See source-notes.md for provenance and evidence status, and ecosystem-integration.md for neighboring-skill ownership.
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