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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

  1. 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.

  2. 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

  1. 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

  2. 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
  1. Use fictional structure manifests and a review plan; no database access, model execution, relaxation or hull construction.

Compatibility unknowns
  1. Current database permissions, model coverage, phase completeness and runtime compatibility are unknown.

External actions requiring approval
  1. 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
  1. 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

  1. Signal

    Candidate and references use different settings

    Why it matters

    The comparison may not support interpretation

    Proposed response

    Reconcile conventions before analysis.

  2. 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
  1. Define reference scope and consistent calculation criteria.

Ongoing review
  1. Experts review phase coverage, convergence and later numerical results.

Unknowns
  1. 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
  1. Flag coverage/settings gaps; construct no hull; infer no stability, decomposition or electrochemical result.

Stop conditions
  1. Stop if consistent provenance, scientific criteria or resource authorization is missing.

Limits

  1. A readiness review cannot establish thermodynamic stability, physical synthesizability or independently validated scientific conclusions.

Tasks: Build & debugData & analysis

Useful for: ResearcherEngineer

Editorial relevance from the title and source-supported actions; not evidence of the operator’s occupation.
AtomisticSkills with Google Antigravity / coding agentsIndependent testing: No

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.