Install
$ agentstack add skill-r-irbe-proof-skills-ai-commonsense-reasoning ✓ scanned · ✓ verified, works with Claude Code, Cursor, and more.
Security review
✓ PassedNo issues found. Passed automated security review. · v0.1.0 How review works →
- ✓ Prompt-injection patterns
- ✓ Secret / credential exfiltration
- ✓ Dangerous shell & filesystem operations
- ✓ Untrusted network calls
- ✓ Known-malicious package signatures
What it can access
- ✓ Network access No
- ✓ Filesystem access No
- ✓ Shell / process execution No
- ✓ Environment & secrets No
- ✓ Dynamic code execution No
From automated source analysis of v0.1.0. “Used” means the capability is present in the source — more access means more to trust, not that it’s unsafe.
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Reliability & compatibility
Declared compatibility
Compatibility is declared by the source manifest. End-to-end runtime verification is coming, see below.
We're building live execution health for every listing: tool-call success rate, median latency, uptime, and last-checked timestamps, measured, not self-reported. It isn't live yet, so we don't show numbers we can't stand behind.
How agent discovery & health will work →About
Commonsense Reasoning
Formalizing the vast body of everyday knowledge that underlies human reasoning and is critical for AI systems operating in real-world contexts.
Routing
- USE FOR: Commonsense reasoning for AI systems — world knowledge, naive physics, folk psychology, temporal/spatial reasoning, default reasoning, and their formalization. Use for reasoning about everyday knowledge that humans take for granted but AI systems need explicitly, especially when a downstream project must make implicit context explicit.
- DO NOT USE FOR: formal KR/ontology engineering (use @ai-symbolic-neuro); causal/deontic reasoning (use @ai-causal-deontic); formalisation in Lean (use @lean-knowledge-formalization).
- TRIGGERS: commonsense, naive physics, folk psychology, temporal reasoning, spatial reasoning, default reasoning.
Workflow
- Classify the commonsense gap: naive physics, folk psychology, temporal, spatial, or default reasoning.
- Pick the matching paradigm from the body (qualitative reasoning, situation calculus, default logic, etc.) and the representative formalism.
- Apply the formalism to the concrete scenario; document where it does or doesn't yield the human-intuitive answer.
- Hand off: to
@ai-symbolic-neurofor ontology grounding, to@lean-knowledge-formalizationfor a Lean encoding, to@lean-zettelkasten.
Recovery & STOP
- STOP if the question is purely about KR/ontology — delegate to
@ai-symbolic-neuro. - STOP if the answer would require world-model data not in the body — escalate to
@research-council. - STOP if the question is about causal/deontic norms — delegate to
@ai-causal-deontic.
Handoffs
- Predecessors:
agent:gateway,skill:lean-research. - Successors:
skill:ai-symbolic-neuro,skill:lean-knowledge-formalization,skill:lean-zettelkasten.
Detailed reference
Full content for ai-commonsense-reasoning lives in [references/ai-commonsense-reasoning-handbook.md](../../references/ai-commonsense-reasoning-handbook.md). Load that file when the skill is convened; the SKILL.md only carries the dispatch contract and the parts index.
| Section | Topic | |---|---| | Part 1 | Commonsense Knowledge Domains | | Part 2 | Formal Commonsense Frameworks | | Part 3 | Qualitative Reasoning | | Part 4 | Theory of Mind & BDI | | Part 5 | Temporal Commonsense | | Part 6 | Commonsense Physics & Spatial Reasoning | | Part 7 | Integration with Lean Formalization | | Part 8 | Research Directions | | Part 9 | Skill Cross-References |
See also
- [
../../references/ai-commonsense-reasoning-handbook.md](../../references/ai-commonsense-reasoning-handbook.md) — Full handbook (extracted from this skill) - [
../ai-symbolic-neuro/SKILL.md](../ai-symbolic-neuro/SKILL.md) — Successor - [
../lean-knowledge-formalization/SKILL.md](../lean-knowledge-formalization/SKILL.md) — Successor - [
../lean-zettelkasten/SKILL.md](../lean-zettelkasten/SKILL.md) — Successor
Source & license
This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.
- Author: r-irbe
- Source: r-irbe/proof-skills
- License: Apache-2.0
- Homepage: https://github.com/r-irbe/proof-skills
Install and usage instructions live in the source repository linked above.
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Versions
- v0.1.0 Imported from the upstream source.