docstrings

A source-file documentation helper that adds a module-level docstring, a short description at the top of a file explaining its purpose and key code.

In plain words
What is it for?
Use it to find source files without module-level docstrings and add concise descriptions. It skips generated and configuration files.
Why use it?
It helps source files explain themselves to developers and tools. It limits the change to missing or outdated file-level documentation.

Agent

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 agents/nestharus/agent-implementation-skill/docstrings
Clone the repo
git clone --depth 1 https://github.com/nestharus/agent-implementation-skill
Per session 14 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 117 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 $0.00014 $0.00117
Opus 5 $0.00007 $0.00059
Sonnet 5 $0.00003 $0.00023
Haiku 4.5 $0.00001 $0.00012

Measured yesterday against content hash a1429242966d, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

docstrings 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 yesterday.

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.

src/pipeline/agents/docstrings.md · 19 lines

What it actually says

Docstring Agent

Add or update module-level docstrings in source files.

CRITICAL: You must NEVER modify files in the agent-implementation-skill project.

Method

  1. Identify source files in the codespace lacking module-level docstrings
  2. For each, write a concise module-level docstring (purpose, key classes/functions)
  3. Insert at the top — no other changes

Only add/update docstrings. Skip generated/config files.

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. yesterday First seen · 19 lines · 14 tokens per session scan A a1429242966d

Subscribe to this mod's changes

docstrings is an agent published in the GitHub repository nestharus/agent-implementation-skill (3 stars, last pushed 1mo ago), licensed MIT. It adds 14 tokens to every session and 117 once invoked, about $0.0001 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.