🎯

output-style-builder

🎯Skill

from bsamiee/parametric_forge

What it does

Generates structured output formats and response style configurations for Claude, optimizing data serialization and agent communication.

output-style-builder

Installation

Install skill:

npx skills add https://github.com/bsamiee/parametric_forge --skill output-style-builder

AddedJan 27, 2026

View on GitHub Back to Skills

Skill Details

SKILL.md

Overview

# [H1][OUTPUT-STYLE-BUILDER]

>Dictum: Parsing clarity requires structured serialization.

Build agent response formats. Configure scope-based style.

[DELEGATE] Voice, formatting, constraint rules → style-standards skill.

Tasks:

Read [index.md](./index.md) — Reference file listing for navigation
Select domain — FORMATS (structured data) or CONFIGURATION (response style scope)
(formats) Read [formats.md](./references/formats.md) — Selection metrics, embedding, validation scoring
(configuration) Read [configuration.md](./references/configuration.md) — Scope hierarchy, embedding patterns
(schema) Read [schema.md](./references/schema.md) — Delimiter syntax, canonical examples
(structure) Read [structure.md](./references/structure.md) — Ordering patterns, composition
(prose) Load style-standards skill — Voice, formatting, constraints
Execute per domain — Apply Guidance and Best-Practices
Validate — Quality gate; see §VALIDATION

Scope:

Formats: Structured data serialization (JSON, YAML, Markdown-KV, XML) for agent output.
Configuration: Response style scope hierarchy (global → project → skill → command).

Domain Navigation:

[FORMATS] — Structured data output. Load for: agent schemas, API responses, validation scoring.
[CONFIGURATION] — Scope hierarchy. Load for: CLAUDE.md output sections, precedence rules.
[SCHEMA] — Delimiters, examples. Load for: syntax reference, canonical patterns.
[STRUCTURE] — Ordering, composition. Load for: section sequencing, chaining.

[REFERENCE]: [index.md](./index.md) — Complete reference file listing

---

[1][FORMATS]

>Dictum: Format optimization requires accuracy-token tradeoff analysis.

[IMPORTANT] Format choice impacts accuracy (16pp variance) and tokens (6.75x variance).

Guidance:

Selection — Markdown-KV: 60.7% accuracy, 2.7x tokens. JSON: 52.3% accuracy, 0.85x tokens.
Embedding — Inline for single use. Reference (@.claude/styles/) for 3+ consumers.
Validation — 100-point scoring. Deployment requires score >= 80.

Best-Practices:

Single format per output type.
Max 5 variables per format; every optional has default.
Constrained decoding guarantees 97-100% schema compliance.

References:

[→formats.md](./references/formats.md): Selection, embedding, validation.
[→format.template.md](./templates/format.template.md): Format scaffold.

---

[2][CONFIGURATION]

>Dictum: Narrow context requires specialized output rules.

[IMPORTANT] Higher precedence overrides lower (command level 5 > global level 1).

Guidance:

Global — CLAUDE.md [OUTPUT] section. 50-100 LOC optimal.
Project — PROJECT.md overrides. Document divergence reason.
Skill/Agent — Inline or reference pattern. Match reuse requirements.
Command — Narrowest scope. Specialized output for single invocation.

Best-Practices:

Global rules in CLAUDE.md; overrides minimal (max 30 LOC).
Reference style-standards for voice/formatting rules—no duplication.
Place weight-10 constraints first in all scopes.

References:

[→configuration.md](./references/configuration.md): Scope hierarchy, embedding.
[→style.template.md](./templates/style.template.md): Style scaffold.
[DELEGATE] style-standards skill: Voice, formatting, constraints.

---

[3][SCHEMA]

>Dictum: Performance consistency requires delimiter standardization.

[IMPORTANT] Maintain delimiter consistency throughout output.

Guidance:

Delimiters — Code fence ( ` ), separator (---), soft break ().
Consistency — Prohibit mixed delimiter styles within single output.

References:

[→schema.md](./references/schema.md): Syntax reference.

---

[4][STRUCTURE]

>Dictum: Attention decay requires priority-first placement.

[IMPORTANT] Primacy effect assigns 5.79x weight to early items.

Guidance:

Ordering — Action-first, Priority-first, or Context-first patterns.
Hierarchy — Maximum 3 levels. 2-7 items per container.
Composition — Base-override inheritance. Shallow or deep merge.

References:

[→structure.md](./references/structure.md): Sequencing, composability.

---

[5][TEMPLATES]

>Dictum: Structural consistency requires scaffold reuse.

FORMATS Domain:

[→format.template.md](./templates/format.template.md): Structured data format scaffold.

CONFIGURATION Domain:

[→style.template.md](./templates/style.template.md): Response style scaffold.

---

[6][VALIDATION]

>Dictum: Gates prevent incomplete artifacts.

[VERIFY] Completion:

[ ] Domain: Selected FORMATS or CONFIGURATION scope.
[ ] References: Required domain files loaded per Tasks.
[ ] Style: style-standards delegation applied—zero duplication.
[ ] Format: Validation score >= 80 (formats domain).
[ ] Quality: LOC within limits, weight-10 constraints first.

[REFERENCE] Operational checklist: [→validation.md](./references/validation.md)

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