Structured guide for setting up A/B tests with mandatory gates for hypothesis, metrics, and execution readiness.
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Generate the stable Galyarder Framework release changelog at releases/vYYYY.MDD.P.md by reading commits, changesets, and merged PR context since the last stable tag.
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查看安装方法安装前可以查看交给 AI 代理的指令内容。
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/).Generate the user-facing changelog for the stable Galyarder Framework release.
Galyarder Framework uses calendar versioning (calver):
YYYY.MDD.P (e.g. 2026.318.0)YYYY.MDD.P-canary.N (e.g. 2026.318.1-canary.0)vYYYY.MDD.P for stable, canary/vYYYY.MDD.P-canary.N for canaryThere are no major/minor/patch bumps. The stable version is derived from the intended release date (UTC) plus the next same-day stable patch slot.
Output:
releases/vYYYY.MDD.P.mdImportant rules:
2026.318.1-canary.0, the changelog file stays releases/v2026.318.1.mdBefore generating anything, check whether the file already exists:
ls releases/vYYYY.MDD.P.md 2>/dev/null
If it exists:
Find the last stable tag:
git tag --list 'v*' --sort=-version:refname | head -1
git log v{last}..HEAD --oneline --no-merges
The stable version comes from one of:
./scripts/release.sh stable --date YYYY-MM-DD --print-versiondoc/RELEASING.mdDo not derive the changelog version from a canary tag or prerelease suffix. Do not derive major/minor/patch bumps from API intent calver uses the date and same-day stable slot.
Collect release data from:
.changeset/*.md filesgh when availableUseful commands:
git log v{last}..HEAD --oneline --no-merges
git log v{last}..HEAD --format="%H %s" --no-merges
ls .changeset/*.md | grep -v README.md
gh pr list --state merged --search "merged:>={last-tag-date}" --json number,title,body,labels
Look for:
BREAKING: or BREAKING CHANGE: commit signalsKey commands:
git diff --name-only v{last}..HEAD -- packages/db/src/migrations/
git diff v{last}..HEAD -- packages/db/src/schema/
git diff v{last}..HEAD -- server/src/routes/ server/src/api/
git log v{last}..HEAD --format="%s" | rg -n 'BREAKING CHANGE|BREAKING:|^[a-z]+!:' || true
If breaking changes are detected, flag them prominently they must appear in the Breaking Changes section with an upgrade path.
Use these stable changelog sections:
Breaking ChangesHighlightsImprovementsFixesUpgrade Guide when neededExclude purely internal refactors, CI changes, and docs-only work unless they materially affect users.
Guidelines:
When a bullet item clearly maps to a merged pull request, add inline attribution at the end of the entry in this format:
- **Feature name** Description. ([#123](https://github.com/galyarder/galyarder/pull/123), @contributor1, @contributor2)
Rules:
Merge pull request #N from user/branch) to map PRs.([#10](url), [#12](url), @user1, @user2).Template:
# vYYYY.MDD.P
> Released: YYYY-MM-DD
## Breaking Changes
## Highlights
## Improvements
## Fixes
## Upgrade Guide
## Contributors
Thank you to everyone who contributed to this release!
@username1, @username2, @username3
Omit empty sections except Highlights, Improvements, and Fixes, which should usually exist.
The Contributors section should always be included. List every person who authored
commits in the release range, @-mentioning them by their GitHub username (not their
real name or email). To find GitHub usernames:
git log v{last}..HEAD --oneline --merges the branch prefix (e.g. from username/branch) gives the GitHub username.user@users.noreply.github.com, the username is the part before @.gh api users/{guess} or the PR page.Never expose contributor email addresses. Use @username only.
Exclude bot accounts (e.g. lockfile-bot, dependabot) from the list. List contributors
in alphabetical order by GitHub username (case-insensitive).
Before handing it off:
-canary language in the title or filenameThis skill never publishes anything. It only prepares the stable changelog artifact.
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Structured guide for setting up A/B tests with mandatory gates for hypothesis, metrics, and execution readiness.
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Accelerator Application Specialist. Use to shortlist startup programs, draft applications, prepare founder videos, and rehearse accelerator interviews with a disciplined founder narrative.
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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.
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Use when a plan, feature, or launch needs an explicit adversarial pass to find weak assumptions, abuse cases, or strategic blind spots before execution.
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Use when the work needs analytics architecture, event planning, KPI design, attribution boundaries, or instrumentation review across product and growth.
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Design, audit, and improve analytics tracking systems that produce reliable, decision-ready data.
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