Community recipe · Coding orchestration
Evaluate a candidate crystal against competing thermodynamic phases
Source-backed example. Practical decision guidance is proposed and untested; this is not a full implementation guide.
The problem
A promising crystal structure may still decompose into competing phases, making an isolated energy calculation insufficient for assessing stability.
Agent job
Retrieve competing structures, relax candidates consistently and construct a convex-hull stability and decomposition analysis.
Expected output
A candidate stability and decomposition analysis, with electrochemical limits where requested and supported.
Where this framing comes from
- Core problem: Editorial purpose framing
- Agent job: Editorial purpose framing
- Expected output: Editorial purpose framing
- Relevant job roles: Editorial purpose framing
- Benefit type: Editorial purpose framing
Editorial framing and outcome limits
Describes the task’s purpose and intended output; measured benefit, safe unsupervised operation and successful delivery are not established by this framing.
Editorial synthesis based on the linked source. This framing does not add evidence of successful delivery or results.
Case-specific decision guidance · untested
Case-specific decision guidance and first checks are original proposals. The linked source supports the attributed task; this added guidance has not been executed.
Read the attributed source evidence and original caveats below ↓
Why use this
A materials researcher assessing a candidate crystal needs to understand how its energy compares with relevant competing structures. An isolated result can look favorable while the comparison set or computational settings remain incomplete.
This job could prepare a consistent analysis plan and make competing-phase coverage explicit. Keeping unknown reference phases and convergence choices visible helps the expert judge whether a later stability estimate warrants interpretation or further investigation.
Why an agent / simpler alternative
- Useful judgment
Reconcile structure identities and calculation settings, identify missing comparison evidence and organize expert-review questions.
- Simpler alternative
Use an established materials-analysis workflow when the relevant phase set and calculation conventions are already verified.
- Unsuitable when
The task would claim physical stability, synthesize conclusions from inconsistent inputs or run unapproved expensive computations.
Proposed inputs
- Name
Candidate/phase manifest
- Owner
Authorized researcher
- Minimum scope
Structure identifiers, compositions and permitted reference sources
- Quality check
Check duplicates, provenance and unresolved competing phases
- Name
Calculation brief
- Owner
Domain lead
- Minimum scope
Approved relaxation conventions and analysis scope
- Quality check
Specify consistency and convergence requirements; make optional analyses explicit
Access and setup — proposed or unknown
- Proposed minimum
Use fictional structure manifests and a review plan; no database access, model execution, relaxation or hull construction.
- Compatibility unknowns
Current database permissions, model coverage, phase completeness and runtime compatibility are unknown.
- External actions requiring approval
Account access, data downloads, computational spending, output overwrites and publication requires explicit authorization.
Expected deliverable and review checks
- Proposed artifact
Stability-analysis plan with phase inventory, consistency exceptions, expected artifacts and scientific-review checkpoints.
- Critical checks
Require comparable calculation provenance; retain missing phases; distinguish computational estimate from measured stability; keep optional scope separate.
- Missing output evidence
This overlay adds no new output inspection, execution or validation; consult the referenced canonical source outcome limits.
Failure signals and proposed responses
- Signal
Candidate and references use different settings
- Why it matters
The comparison may not support interpretation
- Proposed response
Reconcile conventions before analysis.
- Signal
A relevant competing structure is unavailable
- Why it matters
The comparison set may be incomplete
- Proposed response
Record the gap and avoid a definitive conclusion.
Effort and cost — unknown
- Setup work
Define reference scope and consistent calculation criteria.
- Ongoing review
Experts review phase coverage, convergence and later numerical results.
- Unknowns
Reference completeness, model suitability, computational demand and data costs are unknown.
First check — proposed, unexecuted
- Status
proposed_unexecuted
- Synthetic fixture
Invent a candidate and three reference-phase records with one missing structure and inconsistent model versions; prepare a readiness review.
- Acceptance checks
Flag coverage/settings gaps; construct no hull; infer no stability, decomposition or electrochemical result.
- Stop conditions
Stop if consistent provenance, scientific criteria or resource authorization is missing.
Limits
A readiness review cannot establish thermodynamic stability, physical synthesizability or independently validated scientific conclusions.
Editorial candidate. This is source-backed reporting or a documented workflow. BotCurrent has not independently tested this task. A proposed Canadian adaptation is not evidence of a Canadian deployment or compliance certification.
Original source
https://github.com/learningmatter-mit/AtomisticSkills/blob/main/skills/mat-stability/SKILL.md ↗Attributed to: Bowen Deng / learningmatter-mit
Community recipe- Original action type
- coding_agent_orchestration
- What the source supports
- The agent retrieves competing structures, relaxes candidates consistently, constructs a convex hull and produces a stability/decomposition analysis, optionally including electrochemical limits.
- Source outcome limits
- Recipe only. No measured physical stability established; incomplete competing phases and inconsistent convergence can bias estimates. Near-threshold publication claims require independent scientific validation.
- Evidence attribution caveat
- This community recipe describes a procedure; it does not prove successful execution or independently reproduced results.
- Source approval description
- Not specified in the recipe; Materials Project access is a prerequisite.
- Named tools
- AtomisticSkills, Materials Project, MatGL/MACE MCP, pymatgen, Python helpers
- Model or version
- Recipe offers TensorNet-MatPES-r2SCAN-v2025.1-PES or MACE-MH-1 matpes_r2scan; agent version unspecified
- Publication date
- Unknown
- Source last checked
- 2026-10-14
- Demonstrated in Canada
- Unknown
- Canadian availability
- Unknown
- Proposed Canadian adaptation
- Verify research-data terms, compute/model access and local data handling. Canadian deployment/access unverified.
- Recommended approval boundaries
- Approve credentials and compute; scientist reviews energy consistency and competing phases before publication or synthesis decisions.