api-documentation-discovery

A procedure for finding the current documentation for a software library or API instead of relying on remembered examples. An API is the set of rules and commands that let programs use another tool or service.

In plain words
What is it for?
It helps investigate repeated API failures, verify installed versions, find accurate reference material, and check uncertain API usage before proposing a fix.
Why use it?
It helps resolve version-related errors such as missing methods, incorrect arguments, or unknown command options. It reduces the risk of applying outdated syntax.

Skill for Claude CodeCodex

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

agentmods
npx agentmods add skills/technicalpickles/pickled-claude-plugins/finding-api-docs
Any agent
npx skills add technicalpickles/pickled-claude-plugins --skill finding-api-docs
Clone the repo
git clone --depth 1 https://github.com/technicalpickles/pickled-claude-plugins

Made for: Claude Code, Codex.

Per session 49 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,126 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5 $0.00049 $0.01126
Opus 5 $0.00024 $0.00563
Sonnet 5 $0.00010 $0.00225
Haiku 4.5 $0.00005 $0.00113

Measured 2d ago against content hash 668de6106a8d, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

api-documentation-discovery scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

plugins/dev-tools/skills/finding-api-docs/SKILL.md · 119 lines

How it starts

The opening of the file, as written. The whole thing — 119 lines — stays where its author put it; the contents beside it link to each section on GitHub.

API Documentation Discovery

Overview

When your training data conflicts with current API versions, STOP guessing and START discovering. This skill guides you to find current, accurate documentation using language-specific tools.

Core principle: Training data ages. Installed versions are truth. Use discovery tools to find what's actually there.

When to Use

Reactive Triggers (MUST use after these):

  • ✅ 2+ failed attempts with same library/API
  • ✅ Error patterns: "method not found", "wrong number of arguments", "unknown flag", "undefined method"
  • ✅ Version mismatch symptoms in stack traces

Proactive Red Flags (STOP and check docs when you notice):

  • ⚠️ You're confident about API usage but haven't verified current version
  • ⚠️ User is confident but their syntax keeps failing
  • ⚠️ You're making "one more tweak" to syntax
  • ⚠️ You're using phrases like "should work", "likely correct", "probably just"
  • ⚠️ You're pattern-matching from training data without verification
  • ⚠️ You're about to claim something is "documented" without checking

When NOT to use:

  • First attempt with clear error message pointing to fix
  • Errors unrelated to API usage (logic bugs, type errors in your code)

The Discovery Workflow

Step 1: STOP Guessing

Recognize the trigger. Don't make another attempt based on patterns or user confidence.

Step 2: Identify Context

  • What library/framework is failing? (check imports, stack traces, go.mod/Gemfile)
  • What version is installed? (language tools show this)
  • What operation are you trying? (the actual goal, not the syntax attempt)

Step 3: Use Language Discovery Tools

Check language-specific reference for HOW to discover documentation:

  • references/go.md - Go module exploration
  • references/ruby.md - Ruby gem exploration

Follow progressive discovery: docs → examples → source

Step 4: Load Framework Reference (if available)

If framework-specific reference exists, load it for curated patterns:

  • references/go/cobra.md - Cobra CLI patterns
  • references/ruby/rails.md - Rails patterns
  • references/ruby/karafka.md - Karafka patterns

Read the full file on GitHub · 119 lines

Files

What ships with it

3 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 2d ago First seen · 119 lines · 49 tokens per session scan A 668de6106a8d

Subscribe to this mod's changes

api-documentation-discovery is a skill published in the GitHub repository technicalpickles/pickled-claude-plugins (10 stars, last pushed 4d ago), licensed MIT. It adds 49 tokens to every session and 1,126 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

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