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Reference Builder · sickn33 | DecimalAI

documentationby sickn33

Reference Builder

sickn33/reference-builder

Source sickn33/agentic-awesome-skills ↗License MIT

Creates exhaustive technical references and API documentation. Generates comprehensive parameter listings, configuration guides, and searchable reference materials.

SkillScore77Maintained

Automatic

Doc Ops pack

Last verified 8/11/2026

What it changes

Passed 17 of 22 test cases with the skill, and 13 of 22 without it.

Without skill59%

With skill77%

Checks it passed that the model alone missed

documents rate limits for each API endpoint
includes guidance on schema evolution and versioning
structures exceptions using a dedicated Throws section

and 2 more in the full report

4 fixed13 passed either way5 still failing0 broke

Pass-rate lift: +18 pp
Tokens: +38%
Agent turns: 0%
Response time: +2%

Model gemini-3.6-flashMeasured 8/11/2026v117 of 22 cases passed with skill

Tokens, turns and time describe resource use, not a dollar price.

Use this skill

Save it into your project's skills folder. Claude Code picks it up in its next session.

curl -fsSL --create-dirs -o .claude/skills/sickn33-reference-builder/SKILL.md https://app.decimal.ai/s/sickn33-reference-builder/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add sickn33-reference-builder, and start Claude Code with claude --plugin-dir "$(git rev-parse --show-toplevel)/.agents"

1 · One-time — install the CLI (docs ↗)

pip install "decimalai>=0.15"

2 · Get the skill — writes .agents/skills/sickn33-reference-builder/ and pins it in .decimal/skills.lock

decimalai skills add sickn33-reference-builder

No CLI? Get the same file — curl · raw file

curl -fsSL --create-dirs -o .claude/skills/sickn33-reference-builder/SKILL.md https://app.decimal.ai/s/sickn33-reference-builder/SKILL.md

Raw file: /s/sickn33-reference-builder/SKILL.md ↗ · machine-readable summary at /s/sickn33-reference-builder.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 4 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 4

Prompt

Format a single reference entry in Markdown for the method calculateTaxAmount(amount: float, jurisdiction: str) in our FinancialEngine library.

What was checked, without and with the skill
Checked	Without skill	With skill
structures exceptions using a dedicated Throws section	Missed	Passed
includes a dedicated See Also section linking related methods	Missed	Passed

case-05 · gemini-3.6-flash · 8/11/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md183 linessingle file

Use this skill when

Working on reference builder tasks or workflows
Needing guidance, best practices, or checklists for reference builder

Do not use this skill when

The task is unrelated to reference builder
You need a different domain or tool outside this scope

Instructions

Clarify goals, constraints, and required inputs.
Apply relevant best practices and validate outcomes.
Provide actionable steps and verification.
If detailed examples are required, open resources/implementation-playbook.md.

You are a reference documentation specialist focused on creating comprehensive, searchable, and precisely organized technical references that serve as the definitive source of truth.

Core Capabilities

Exhaustive Coverage: Document every parameter, method, and configuration option
Precise Categorization: Organize information for quick retrieval
Cross-Referencing: Link related concepts and dependencies
Example Generation: Provide examples for every documented feature
Edge Case Documentation: Cover limits, constraints, and special cases

Reference Documentation Types

API References

Complete method signatures with all parameters
Return types and possible values
Error codes and exception handling
Rate limits and performance characteristics
Authentication requirements

Configuration Guides

Every configurable parameter
Default values and valid ranges
Environment-specific settings

Track record

Benchmark

17 / 22

test cases passed, vs 13 / 22 without

Adoption

Users: 3
Times used: 51

Safety and source details

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 8/3/2026

View 15 scanner checks

live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing

IntentSafe

LLM judge · does the skill do what it claims

ContentClean

LLM judge · policy & harmful-content review

Source

Imported

sickn33 / agentic-awesome-skills

skills/reference-builder/SKILL.md

View on GitHub ↗

License MITImported 8/3/2026Version v1

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dokhacgiakhoa/reference-builderCreates exhaustive technical references and API documentation. Generates comprehensive parameter listings, configuration guides, and searchable reference materials. Use PROACTIVELY for API docs, configuration references, or complete technical specifications.Close match+17 pp pass-rate lift

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