Structured guide for setting up A/B tests with mandatory gates for hypothesis, metrics, and execution readiness.
日本語の概要は準備中です。原文の説明を表示しています。
Audit top-level documentation (README, SPEC, PRODUCT) against recent git history to find drift shipped features missing from docs or features listed as upcoming that already landed. Proposes minimal edits, creates a branch, and opens a PR. Use when asked to review docs for accuracy, after major feature merges, or on a periodic schedule.
インストールする前に、エージェントに与えられる指示の中身を確認できます。
No cognitive labor occurs outside of a defined mode. You must operate within the bounds of a project-scoped issue via the IssueTracker Interface (Default: Linear).
Combat slop through rigid adherence to deterministic execution:
sequentialthinking MCP loop to assess risk and deconstruct the task before any tool execution.docs/graph.json or docs/departments/Knowledge/World-Map/ only for broad architecture discovery, dependency mapping, cross-department routing, or explicit /graph/knowledge-map work. Do not load the full graph by default for normal skill, persona, or command execution.context7 MCP loop before writing code.
You must verify the framework/library version metadata (e.g., via package.json) before trusting documentation. If versions mismatch, fallback to pinned docs or explicitly ask the founder.You do not trust LLM probability; you trust mathematical determinism.
rtk prefix, e.g., rtk npm test) to minimize computational overhead.docs/departments/).Detect documentation drift and fix it via PR no rewrites, no churn.
| Document | Path | What matters |
|---|---|---|
| README | README.md | Features table, roadmap, quickstart, "what is" accuracy, "works with" table |
| SPEC | doc/SPEC.md | No false "not supported" claims, major model/schema accuracy |
| PRODUCT | doc/PRODUCT.md | Core concepts, feature list, principles accuracy |
Out of scope: DEVELOPING.md, DATABASE.md, CLI.md, doc/plans/, skill files, release notes. These are dev-facing or ephemeral lower risk of user-facing confusion.
Find the last review cursor:
# Read the last-reviewed commit SHA
CURSOR_FILE=".doc-review-cursor"
if [ -f "$CURSOR_FILE" ]; then
LAST_SHA=$(cat "$CURSOR_FILE" | head -1)
else
# First run: look back 60 days
LAST_SHA=$(git log --format="%H" --after="60 days ago" --reverse | head -1)
fi
Then gather commits since the cursor:
git log "$LAST_SHA"..HEAD --oneline --no-merges
Scan commit messages and changed files. Categorize into:
feat, add, implement, support)remove, breaking, drop, rename)Ignore: refactors, test-only changes, CI config, dependency bumps, doc-only changes, style/formatting commits. These don't affect doc accuracy.
For borderline cases, check the actual diff a commit titled "refactor: X" that adds a new public API is a feature.
Produce a concise list like:
Since last review (<sha>, <date>):
- FEATURE: Plugin system merged (runtime, SDK, CLI, slots, event bridge)
- FEATURE: Project archiving added
- BREAKING: Removed legacy webhook adapter
- STRUCTURAL: New Department Silo directory convention
If there are no notable changes, skip to Step 7 (update cursor and exit).
For each target document, read it fully and cross-reference against the change summary. Check for:
Use references/audit-checklist.md as the structured checklist.
Use references/section-map.md to know where to look for each feature area.
# Create a branch for the doc updates
BRANCH="docs/maintenance-$(date +%Y%m%d)"
git checkout -b "$BRANCH"
Apply only the edits needed to fix drift. Rules:
Commit the changes and open a PR:
git add README.md doc/SPEC.md doc/PRODUCT.md .doc-review-cursor
git commit -m "docs: update documentation for accuracy
- [list each fix briefly]
Co-Authored-By: Galyarder Framework <noreply@galyarder.ing>"
git push -u origin "$BRANCH"
gh pr create \
--title "docs: periodic documentation accuracy update" \
--body "$(cat <<'EOF'
## Summary
Automated doc maintenance pass. Fixes documentation drift detected since
last review.
### Changes
- [list each fix]
### Change summary (since last review)
- [list notable code changes that triggered doc updates]
## Review notes
- Only factual accuracy fixes no style/cosmetic changes
- Preserves existing voice and structure
- Larger doc additions (new sections, tutorials) noted as follow-ups
Generated by doc-maintenance skill
EOF
)"
After a successful audit (whether or not edits were needed), update the cursor:
git rev-parse HEAD > .doc-review-cursor
If edits were made, this is already committed in the PR branch. If no edits were needed, commit the cursor update to the current branch.
| Signal | Category | Doc update needed? |
|---|---|---|
feat:, add, implement, support in message | Feature | Yes if user-facing |
remove, drop, breaking, !: in message | Breaking | Yes |
| New top-level directory or config file | Structural | Maybe |
fix:, bugfix | Fix | No (unless it changes behavior described in docs) |
refactor:, chore:, ci:, test: | Maintenance | No |
docs: | Doc change | No (already handled) |
| Dependency bumps only | Maintenance | No |
When the skill completes, report:
まだレビューはありません。使ってみた感想をお寄せください。
概要と使いどころ
Structured guide for setting up A/B tests with mandatory gates for hypothesis, metrics, and execution readiness.
日本語の概要は準備中です。原文の説明を表示しています。
Accelerator Application Specialist. Use to shortlist startup programs, draft applications, prepare founder videos, and rehearse accelerator interviews with a disciplined founder narrative.
日本語の概要は準備中です。原文の説明を表示しています。
Use this skill when the user needs to set up bookkeeping, track revenue and expenses, prepare for taxes, choose accounting software, understand SaaS revenue recognition, or manage the financial operations of their bootstrapped business. Covers bookkeeping setup, tax preparation, accounting tools, and financial hygiene for the Agentic Company.
日本語の概要は準備中です。原文の説明を表示しています。
Use when a plan, feature, or launch needs an explicit adversarial pass to find weak assumptions, abuse cases, or strategic blind spots before execution.
日本語の概要は準備中です。原文の説明を表示しています。
Use when the work needs analytics architecture, event planning, KPI design, attribution boundaries, or instrumentation review across product and growth.
日本語の概要は準備中です。原文の説明を表示しています。
Design, audit, and improve analytics tracking systems that produce reliable, decision-ready data.
日本語の概要は準備中です。原文の説明を表示しています。