sourceweave-web-search: Skill for Claude Code

.agents/skills/sourceweave-publishing/SKILL.md

sourceweave-publishing is a skill for Claude Code, Codex from MRNAQA/sourceweave-web-search. It costs 119 tokens per session (2,826 once invoked), scanned A, original, MIT.

A release skill for publishing SourceWeave packages, containers, and MCP Registry metadata.

In plain words
What is it for?
Bumping the version, preparing release notes, verifying release outputs, publishing package and container artifacts, and updating registry metadata.
Why use it?
It keeps versions, changelogs, documentation, tests, artifacts, and release metadata consistent before publishing.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one. Also seen: installed under .agents/ (shared by several agents).

This is MRNAQA/sourceweave-web-search's own configuration. It tells Claude Code and Codex how to work on sourceweave-web-search itself, so it is not a mod to install elsewhere. Copy it as a starting point and replace the rules that are about this project. Everything sourceweave-web-search configures →

Needs its repository: it runs a file that does not travel with it, so clone the repository first. The line is uv run python scripts/sync_release_metadata.py.

Reuse

Borrowing it

Nothing to install: this file belongs to MRNAQA/sourceweave-web-search. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file
curl -O https://raw.githubusercontent.com/MRNAQA/sourceweave-web-search/main/.agents/skills/sourceweave-publishing/SKILL.md
Clone the repo
git clone --depth 1 https://github.com/MRNAQA/sourceweave-web-search

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for sourceweave-publishing

README.md
[![agentmods](https://agentmods.dev/badge/skills/mrnaqa/sourceweave-web-search/sourceweave-publishing/github.svg)](https://agentmods.dev/skills/mrnaqa/sourceweave-web-search/sourceweave-publishing)
Your own site
<a href="https://agentmods.dev/skills/mrnaqa/sourceweave-web-search/sourceweave-publishing"><img src="https://agentmods.dev/badge/skills/mrnaqa/sourceweave-web-search/sourceweave-publishing/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for sourceweave-publishing

Your own site · 80×15
<a href="https://agentmods.dev/skills/mrnaqa/sourceweave-web-search/sourceweave-publishing"><img src="https://agentmods.dev/badge/skills/mrnaqa/sourceweave-web-search/sourceweave-publishing.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 119 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,826 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
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 5.1 $0.00119 $0.02826
Opus 5.5 $0.00048 $0.01130
Sonnet 5.5 $0.00024 $0.00565
Haiku 4.5 $0.00012 $0.00283

Measured 2mo ago against content hash 2a7d96e43b7b, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

sourceweave-publishing 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 2mo 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.

.agents/skills/sourceweave-publishing/SKILL.md · 383 lines

How it starts

The opening of the file, as written. The whole thing — 383 lines — stays where its author put it; the contents beside it link to each section on GitHub.

SourceWeave Publishing

This skill is for publishing sourceweave-web-search autonomously and safely.

The repo already has a concrete release shape. Do not invent a new one unless the user explicitly asks. The core job is to make release metadata consistent, verify the release surface, publish the package/container artifacts, and only then publish MCP Registry metadata.

Apply KISS/YAGNI/DRY/SOLID when reviewing or editing release flow:

  • do not add new knobs or alternate publish paths unless the repo already uses them
  • do not duplicate release logic across docs, scripts, and skill text when one source of truth already exists
  • prefer small repairs to the existing workflow over new helper scripts
  • stop and ask only when a real release blocker exists, not for routine operational steps

Goal

Publish SourceWeave with least surprising flow:

  1. bump the version in pyproject.toml
  2. update CHANGELOG.md so released changes move out of Unreleased
  3. review public docs and refresh README.md if release changes user-facing behavior
  4. sync derived release metadata
  5. verify package, artifact, tests, and container surface
  6. commit and push release-ready state to target branch
  7. run GitHub release workflow
  8. confirm PyPI and container artifacts are live
  9. publish server.json to MCP Registry

Source Of Truth

Treat pyproject.toml as the release version source of truth.

Use this as the canonical release-metadata sync command:

uv run python scripts/sync_release_metadata.py

The packaged script entry point is an equivalent alternative when that is more convenient:

uv run sourceweave-sync-release-metadata

The sync/check path covers:

  • src/sourceweave_web_search/tool.py header version
  • server.json version and package versions
  • Dockerfile OCI version label
  • docker-compose.yml publishable image tag

Do not hand-edit those version fields unless the user explicitly asks for a one-off repair.

The sync script does not cover every literal version occurrence in repo.

Read the full file on GitHub · 383 lines

Files

What ships with it

1 file 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. 2mo ago First seen · 383 lines · 119 tokens per session scan A 2a7d96e43b7b

Subscribe to this mod's changes

sourceweave-publishing is a skill published in the GitHub repository MRNAQA/sourceweave-web-search (2 stars, last pushed 6mo ago), licensed MIT. It adds 119 tokens to every session and 2,826 once invoked, about $0.0005 per session on Opus 5.5. 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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