本文へ移動
cccskills
無料GitHub で公開

physical-chemistry

Chemical equilibrium, chemical kinetics, and electrochemistry — the quantitative core of physical chemistry. Covers equilibrium constants (Keq, Kc, Kp), Le Chatelier's principle, ICE tables, buffers and the Henderson-Hasselbalch equation, solubility product (Ksp) and the common-ion effect, rate laws, reaction order, integrated rate laws, half-life, the Arrhenius equation and activation energy, catalysis, redox reactions, galvanic and electrolytic cells, standard cell potentials, and the Nernst equation. Use when solving quantitative problems about how far a reaction goes (equilibrium), how fast it goes (kinetics), or how it converts chemical energy to electrical energy (electrochemistry).

インストール方法を見る

含まれるファイル(1)

  • SKILL.md13.6 KB

SKILL.md(原文)

インストールする前に、エージェントに与えられる指示の中身を確認できます。

Physical Chemistry

Physical chemistry answers three quantitative questions about a reaction: how far does it go, how fast does it go, and how much electrical work can it do? These map to equilibrium, kinetics, and electrochemistry. This skill covers the equations and problem-solving methods for all three, with worked examples throughout.

Agent affinity: pauling (bonding and molecular energetics, primary), lavoisier (conservation, reaction bookkeeping, routing)

Concept IDs: chem-equilibrium, chem-le-chatelier, chem-buffers-ksp, chem-kinetics, chem-arrhenius, chem-electrochemistry

Chemical Equilibrium

At equilibrium, the forward and reverse reaction rates are equal and the concentrations of reactants and products stop changing (though both reactions continue — equilibrium is dynamic, not static).

The Equilibrium Constant

For the general reaction aA + bB <=> cC + dD, the equilibrium constant is:

Kc = ([C]^c [D]^d) / ([A]^a [B]^b)

where each concentration is the equilibrium value. Pure solids and pure liquids are omitted (their activity is 1).

  • Kc uses molar concentrations.
  • Kp uses partial pressures (for gases): Kp = Kc (RT)^(delta-n), where delta-n = (moles gas products) - (moles gas reactants), R = 0.08206 L-atm/mol-K.
  • K >> 1: products favored. K << 1: reactants favored. K near 1: appreciable amounts of both.

Reaction quotient Q. Same expression as K, but with current (non-equilibrium) concentrations. Comparing Q to K predicts direction:

  • Q < K: reaction proceeds forward (toward products).
  • Q > K: reaction proceeds reverse (toward reactants).
  • Q = K: system is at equilibrium.

Le Chatelier's Principle

If a system at equilibrium is disturbed, it shifts to partially counteract the disturbance.

DisturbanceShift
Add reactantToward products (consume the added species)
Add productToward reactants
Remove productToward products
Increase pressure (decrease volume)Toward the side with fewer moles of gas
Increase temperature (endothermic rxn, delta-H > 0)Toward products (heat is a "reactant")
Increase temperature (exothermic rxn, delta-H < 0)Toward reactants
Add a catalystNo shift (speeds both directions equally)

Note: temperature is the only disturbance that changes the value of K. Concentration and pressure changes shift the position but leave K unchanged.

ICE Tables

An ICE table (Initial, Change, Equilibrium) organizes an equilibrium calculation.

Worked example. For N2O4(g) <=> 2 NO2(g), Kc = 4.6 x 10^-3. If 0.100 M N2O4 is placed in a flask, find the equilibrium concentrations.

N2O42 NO2
Initial0.1000
Change-x+2x
Equilibrium0.100 - x2x

Kc = (2x)^2 / (0.100 - x) = 4.6 x 10^-3.

Since Kc is small, assume 0.100 - x is approximately 0.100:

4x^2 = 4.6 x 10^-3 x 0.100 = 4.6 x 10^-4, so x^2 = 1.15 x 10^-4, x = 1.07 x 10^-2.

Check: 0.0107 / 0.100 = 10.7% > 5%, so the approximation is marginal. Solving the full quadratic 4x^2 + 4.6e-3 x - 4.6e-4 = 0 gives x = 1.02 x 10^-2.

[N2O4] = 0.100 - 0.0102 = 0.090 M; [NO2] = 2(0.0102) = 0.0204 M.

Buffers and the Henderson-Hasselbalch Equation

A buffer is a solution of a weak acid and its conjugate base (or weak base and conjugate acid) that resists pH change on addition of small amounts of acid or base.

Henderson-Hasselbalch equation:

pH = pKa + log([A-] / [HA])

where [A-] is the conjugate base and [HA] the weak acid. When [A-] = [HA], pH = pKa — the buffer is most effective within +/-1 pH unit of pKa.

Worked example. A buffer contains 0.20 M acetic acid (pKa = 4.74) and 0.30 M sodium acetate. Find the pH.

pH = 4.74 + log(0.30 / 0.20) = 4.74 + log(1.5) = 4.74 + 0.18 = 4.92.

Solubility Product (Ksp) and the Common-Ion Effect

For a sparingly soluble salt, the dissolution equilibrium has a solubility product. For AgCl(s) <=> Ag+(aq) + Cl-(aq):

Ksp = [Ag+][Cl-]

Molar solubility from Ksp. Ksp(AgCl) = 1.8 x 10^-10. Find the molar solubility s in pure water.

[Ag+] = [Cl-] = s, so Ksp = s^2 = 1.8 x 10^-10, s = 1.34 x 10^-5 M.

Common-ion effect. Adding an ion already present in the equilibrium suppresses solubility (Le Chatelier). Find the solubility of AgCl in 0.10 M NaCl.

Now [Cl-] is approximately 0.10 M (from NaCl). Ksp = s(0.10) = 1.8 x 10^-10, so s = 1.8 x 10^-9 M — roughly 7,000x less soluble than in pure water.

Predicting precipitation. Compute the ion product Q for the salt. If Q > Ksp, a precipitate forms; if Q < Ksp, the solution is unsaturated.

Chemical Kinetics

Kinetics is the study of reaction rates — how fast concentrations change — and the mechanisms that control them.

Rate Laws and Reaction Order

For aA + bB -> products, the experimentally determined rate law is:

rate = k [A]^m [B]^n

  • k is the rate constant (temperature-dependent).
  • m and n are the reaction orders in A and B (determined experimentally, not from coefficients).
  • Overall order = m + n.

Units of k depend on overall order: zero order = M/s; first order = 1/s; second order = 1/(M-s).

Method of initial rates. Determine order by comparing runs where one concentration changes.

Worked example. Given the data, find the rate law.

Run[A] (M)[B] (M)Initial rate (M/s)
10.100.102.0 x 10^-3
20.200.104.0 x 10^-3
30.100.208.0 x 10^-3

Runs 1->2: [A] doubles, rate doubles => first order in A (m = 1). Runs 1->3: [B] doubles, rate quadruples => second order in B (n = 2).

rate = k [A][B]^2, overall third order. Solve for k from run 1: k = 2.0e-3 / (0.10 x 0.10^2) = 2.0 M^-2 s^-1.

Integrated Rate Laws and Half-Life

Integrated rate laws give concentration as a function of time. A linear plot identifies the order.

OrderIntegrated lawLinear plotHalf-life
Zero[A] = [A]0 - kt[A] vs tt(1/2) = [A]0 / 2k
Firstln[A] = ln[A]0 - ktln[A] vs tt(1/2) = 0.693 / k
Second1/[A] = 1/[A]0 + kt1/[A] vs tt(1/2) = 1 / (k[A]0)

The first-order half-life is constant (independent of starting concentration) — the signature of first-order kinetics, and the basis of radioactive decay.

Worked example. A first-order reaction has k = 0.0231 min^-1. How long until 90% of the reactant is consumed?

90% consumed means [A]/[A]0 = 0.10. ln(0.10) = -kt, so t = -ln(0.10) / 0.0231 = 2.303 / 0.0231 = 99.7 min.

Arrhenius Equation and Activation Energy

The rate constant increases with temperature per the Arrhenius equation:

k = A e^(-Ea / RT)

where A is the pre-exponential (frequency) factor, Ea is the activation energy, R = 8.314 J/mol-K, T in kelvin. Taking the natural log: ln k = ln A - Ea/(RT), a straight line of ln k versus 1/T with slope -Ea/R.

Two-temperature form. ln(k2/k1) = -(Ea/R)(1/T2 - 1/T1).

Worked example. A reaction's rate constant doubles from 300 K to 310 K. Find Ea.

ln(2) = -(Ea/8.314)(1/310 - 1/300) = -(Ea/8.314)(-1.075 x 10^-4).

0.693 = Ea x 1.293 x 10^-5, so Ea = 5.36 x 10^4 J/mol = 53.6 kJ/mol.

Catalysis

A catalyst speeds a reaction by providing an alternative pathway with lower activation energy. It is regenerated (not consumed) and does not shift the equilibrium position — it accelerates forward and reverse reactions equally, so the system reaches the same equilibrium faster.

  • Homogeneous catalyst: same phase as reactants (e.g., aqueous acid catalyzing ester hydrolysis).
  • Heterogeneous catalyst: different phase (e.g., solid Pt surface in a catalytic converter).
  • Enzymes: biological catalysts with high specificity; described by Michaelis-Menten kinetics.

Electrochemistry

Electrochemistry links redox chemistry to electrical energy through the flow of electrons in cells.

Redox Review

Oxidation is loss of electrons (oxidation state increases); reduction is gain of electrons (oxidation state decreases). Mnemonic: OIL RIG. The species oxidized is the reducing agent; the species reduced is the oxidizing agent.

Galvanic (Voltaic) vs. Electrolytic Cells

Galvanic cellElectrolytic cell
EnergySpontaneous rxn produces electricityElectricity drives a nonspontaneous rxn
E-cellPositiveNegative (external voltage applied)
AnodeNegative terminalPositive terminal
CathodePositive terminalNegative terminal

In every cell, oxidation occurs at the anode and reduction at the cathode ("An Ox, Red Cat"). Cell notation: anode | anode solution || cathode solution | cathode, e.g. Zn(s) | Zn2+(aq) || Cu2+(aq) | Cu(s).

Standard Cell Potentials

Standard reduction potentials (E-zero, measured against the standard hydrogen electrode, SHE = 0.00 V) rank species by their tendency to be reduced. The standard cell potential is:

E-zero-cell = E-zero-cathode - E-zero-anode

(both taken as reduction potentials from a table). A positive E-zero-cell means the reaction is spontaneous.

Worked example. A cell uses Zn2+/Zn (E-zero = -0.76 V) and Cu2+/Cu (E-zero = +0.34 V). Find E-zero-cell and identify the electrodes.

Copper has the higher (more positive) reduction potential, so Cu2+ is reduced — copper is the cathode; zinc is the anode.

E-zero-cell = 0.34 - (-0.76) = +1.10 V. Positive, so the reaction Zn + Cu2+ -> Zn2+ + Cu is spontaneous.

Connecting Potential, Free Energy, and K

The cell potential ties to thermodynamics and equilibrium:

delta-G-zero = -n F E-zero-cell and E-zero-cell = (RT / nF) ln K

where n is moles of electrons transferred and F = 96,485 C/mol (Faraday's constant). A positive E-zero-cell gives negative delta-G-zero (spontaneous) and K > 1.

The Nernst Equation

Cell potential under non-standard conditions:

E-cell = E-zero-cell - (RT / nF) ln Q

At 25 C, substituting constants and converting to log base 10:

E-cell = E-zero-cell - (0.0592 / n) log Q

where Q is the reaction quotient. As the reaction proceeds, Q rises, E-cell falls, and at equilibrium (Q = K) E-cell = 0 — the battery is "dead."

Worked example. For the Zn/Cu cell (E-zero-cell = 1.10 V, n = 2), find E-cell when [Zn2+] = 1.0 M and [Cu2+] = 0.010 M.

Q = [Zn2+] / [Cu2+] = 1.0 / 0.010 = 100.

E-cell = 1.10 - (0.0592 / 2) log(100) = 1.10 - (0.0296)(2) = 1.10 - 0.0592 = 1.04 V.

Lowering the product-favoring reactant (Cu2+) lowers the cell potential, as expected.

Common Mistakes

MistakeWhy it failsFix
Reading reaction order off the coefficientsOrder is experimental, not stoichiometricDetermine m, n from initial-rate or integrated-plot data
Including solids/liquids in K expressionsPure condensed phases have activity 1Write only gases and aqueous species in Kc/Kp
Applying the 5% approximation without checkingFails when x is not small vs. initialVerify x/[initial] < 5%; else solve the quadratic
Thinking a catalyst shifts equilibriumIt speeds both directions equallyA catalyst changes rate, never K or the equilibrium position
Forgetting to convert temperature to kelvin in ArrheniusCelsius gives nonsense in e^(-Ea/RT)Always use absolute temperature (K)
Wrong sign in E-zero-cell = E-cathode - E-anodeBoth values are reduction potentialsSubtract the anode's reduction potential; do not flip its sign twice
Using the wrong n in Nernst/delta-Gn is electrons transferred in the balanced cell reactionBalance the redox half-reactions first to get n

Cross-References

  • reactions-stoichiometry skill: Balancing, redox half-reactions, and acid-base equilibria are prerequisites for equilibrium and electrochemistry problems.
  • atomic-structure skill: Ionization energy and electron affinity underlie reduction-potential trends.
  • chemical-bonding skill: Bond energies and molecular stability inform activation energy and reaction thermodynamics.
  • analytical-methods skill: Potentiometric titration and electroanalysis apply the Nernst equation directly.
  • pauling agent: Molecular energetics and mechanisms — primary agent for kinetics and equilibrium reasoning.
  • lavoisier agent: Reaction bookkeeping, conservation, and routing across the department.

References

  • Atkins, P. & de Paula, J. (2014). Atkins' Physical Chemistry. 10th edition. Oxford University Press.
  • Zumdahl, S. S. & Zumdahl, S. A. (2017). Chemistry. 10th edition. Cengage Learning.
  • Silberberg, M. S. (2018). Chemistry: The Molecular Nature of Matter and Change. 8th edition. McGraw-Hill.
  • Arrhenius, S. (1889). "Uber die Reaktionsgeschwindigkeit bei der Inversion von Rohrzucker durch Sauren." Zeitschrift fur Physikalische Chemie, 4, 226-248.
  • Nernst, W. (1889). "Die elektromotorische Wirksamkeit der Ionen." Zeitschrift fur Physikalische Chemie, 4, 129-181.
  • Le Chatelier, H. (1884). "Sur un enonce general des lois des equilibres chimiques." Comptes Rendus, 99, 786-789.

レビュー

まだレビューはありません。使ってみた感想をお寄せください。

同じリポジトリのスキル

概要と使いどころ

Provides web accessibility best practices for semantic HTML, ARIA, keyboard navigation, color contrast, and screen reader patterns. Use when building UI components, reviewing accessibility, or when user mentions 'a11y', 'accessibility', 'ARIA', 'screen reader', 'keyboard navigation', 'WCAG'.

日本語の概要は準備中です。原文の説明を表示しています。

Tibsfox/gsd-skill-creator712026年7月20日 更新

Active listening techniques for effective communication. Covers attending behaviors, paraphrasing, reflective listening, clarifying questions, empathic response, barriers to listening, listening in conflict, and cross-cultural listening. Use when building listening skills, improving understanding in conversation, mediating disputes, or analyzing communication breakdowns.

日本語の概要は準備中です。原文の説明を表示しています。

Tibsfox/gsd-skill-creator712026年7月20日 更新

Adversarial spec-compliance PR review — cross-references diffs against approved specs, verifies runtime claims against source, detects competing PRs, audits scope/convention compliance. Use before merging.

日本語の概要は準備中です。原文の説明を表示しています。

Tibsfox/gsd-skill-creator712026年7月20日 更新

Provides best practices for AI agent orchestration including MCP servers, A2A protocol, multi-agent coordination, and swarm architectures. Use when designing agent systems, configuring MCP servers, setting up agent teams, or when user mentions 'MCP', 'A2A', 'agent orchestration', 'multi-agent', 'swarm', 'agent team', 'LangGraph', 'CrewAI', 'AutoGen'.

日本語の概要は準備中です。原文の説明を表示しています。

Tibsfox/gsd-skill-creator712026年7月20日 更新

Symbolic manipulation, equation solving, and algebraic structures for mathematical reasoning. Covers distributive law, factoring, completing the square, linear through polynomial equation solving, systems of equations (substitution, elimination, Gaussian elimination, matrix methods), algebraic structures (groups, rings, fields), modular arithmetic, polynomial theory, and inequalities. Use when solving equations, simplifying expressions, working with algebraic structures, or performing symbolic manipulation.

日本語の概要は準備中です。原文の説明を表示しています。

Tibsfox/gsd-skill-creator712026年7月20日 更新

Understanding how algorithmic systems shape what users see, know, and do -- from recommendation feeds to search ranking to credit scoring to hiring software. Covers the mechanics of recommendation systems, algorithmic bias and its sources, personalization's effects on information diets, opacity and accountability, AI limitations (hallucination, confident wrongness), and the human-in-the-loop question. Use when a learner needs to think critically about why particular content reached them.

日本語の概要は準備中です。原文の説明を表示しています。

Tibsfox/gsd-skill-creator712026年7月20日 更新

Tibsfox のスキルをすべて見る

このスキルの問題を報告する