A workflow for creating high-quality Git commits from pending code changes. It checks the changes, reviews relevant files with specialist checks, and follows the repository's recent commit style.

Use it when preparing a commit, especially when Python files or command-line interface files are among the changes.

It reduces the chance of committing unrelated files or overlooking checks that apply to the code you changed.

How Tatsh/wiswa-mcp configures Claude Code

Reuse

Borrowing it

Nothing to install: this file belongs to Tatsh/wiswa-mcp. 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/Tatsh/wiswa-mcp/master/.claude/skills/ci/SKILL.md

Clone the repo

git clone --depth 1 https://github.com/Tatsh/wiswa-mcp

Made for: Claude Code.

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.

README.md

[![agentmods](https://agentmods.dev/badge/skills/tatsh/wiswa-mcp/ci/github.svg)](https://agentmods.dev/skills/tatsh/wiswa-mcp/ci)

Your own site

<a href="https://agentmods.dev/skills/tatsh/wiswa-mcp/ci"><img src="https://agentmods.dev/badge/skills/tatsh/wiswa-mcp/ci/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.

Your own site · 80×15

<a href="https://agentmods.dev/skills/tatsh/wiswa-mcp/ci"><img src="https://agentmods.dev/badge/skills/tatsh/wiswa-mcp/ci.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 0 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.

When invoked 2,054 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.

Model	Per session	Once invoked
Fable 5.1	$0.00000	$0.02054
Opus 5.5	$0.00000	$0.00822
Sonnet 5.5	$0.00000	$0.00411
Haiku 4.5	$0.00000	$0.00205

Measured 1mo ago against content hash e9eb41ab8b32, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

ci 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 1mo 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.

.claude/skills/ci/SKILL.md · 184 lines

How it starts

The opening of the file, as written. The whole thing — 184 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Commit

Create high-quality Git commits for all pending changes.

Gathering context

Run these in parallel:

git diff - unstaged changes.
git diff --cached - staged changes.
git status - untracked files and overall state.
git log --no-merges --format='%s%n%b---' -20 | grep -v '^bump:' | grep -iv dependabot - recent commit message style examples.

Running agents

After gathering context but before committing, determine which agents to run based on the changed files. Launch each agent sequentially using the Agent tool with subagent_type general-purpose, telling it to follow the corresponding .claude/agents/<name>.md file. Scope each agent to only the changed files, not the entire project.

You must skip any agents that are not relevant to the changed files (e.g. if no Click command files changed, skip the click-auditor).

When Python code is being committed

If any changed files are under wiswa/mcp/ or tests/, run the following agents in parallel, having each agent report back with a list of suggested changes. After all agents have completed, review their suggestions and apply them as appropriate. Then run the qa-fixer agent to format and fix any lint/spelling issues. Finally, run yarn test:cov to verify no regressions.

python-moderniser - upgrade to modern Python features.
click-auditor - validate Click command consistency. Only run if the project directly uses Click and files under wiswa/mcp/commands/ changed.
docstring-fixer - fix missing or incomplete docstrings.
copy-editor - fix prose in comments, docstrings, and strings.
test-writer - generate/update tests for new/changed code. Skip if the only changes are in tests/.

When user-facing changes are being committed

changelog - update CHANGELOG.md only for user-facing changes (behaviour, CLI, public API, security, or meaningful dependency constraints that affect installs). After it completes, check if CHANGELOG.md was modified (git diff CHANGELOG.md). If it was, stage it with the relevant commit. Follow .claude/agents/changelog.md, including its skip list.

Read the full file on GitHub · 184 lines

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.

1mo ago Changed · +2 lines e9eb41ab8b32
2mo ago First seen · 182 lines · 0 tokens per session scan A 5d1a505edd1d

Subscribe to this mod's changes

ci is a skill published in the GitHub repository Tatsh/wiswa-mcp (0 stars, last pushed yesterday), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 2,054 tokens. 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.

Commits Git and workflow command-line fastmcp mcp settings wiswa

ci next to 6 skills from other repositories
Mod	Type	Stars	Last push	Licence	Scan	Tokens	Works with
ciTatsh/wiswa-mcp	Skill	0	yesterday	MIT	A	0	Claude Code
commit-msgjrswab/axe	Skill	909	15d ago	Apache-2.0	A	0	Claude Code, Codex
conventional-commitsIkarusMK/AIcortex	Skill	11	yesterday	Apache-2.0	A	0	Claude Code, Codex
spec-kitty-git-workflowwildcard/caro	Skill	40	yesterday	AGPL-3.0	A	125	Claude Code, Codex
session-cleanupwildcard/caro	Skill	40	yesterday	AGPL-3.0	A	34	Claude Code
speckit-git-commitwildcard/caro	Skill	40	yesterday	AGPL-3.0	A	18	Claude Code, Codex
speckit-git-initializewildcard/caro	Skill	40	yesterday	AGPL-3.0	A	16	Claude Code, Codex

wiswa-mcp: Skill for Claude Code