AI Agent Workflow Collection

Clarify and validate Forge issues before planning — reproduce bugs via browser, verify UX expectations for features, capture evidence screenshots. Use this skill after triage (confirmed status) to ensure the issue is well-understood before writing an implementation plan. Triggers on: /forge-clarify, clarifying issues, reproducing bugs, validating UX, verifying issue understanding. Also use when the pipeline needs to move an issue from confirmed to clarified status.

PROJECT-LOCAL OVERRIDE for jarvis-agents (Trunk-Based Development). Implements code changes per the approved plan, builds + tests affected packages, gates new features behind feature flags when part of v1 epics, pushes ISS- branch, ends at developed. forge-release merges to main after review pass.

Fix rejected Forge issues based on review or QA feedback. Use this skill when an issue has been reopened with rejection comments — reads the feedback, applies a scoped fix, builds, re-tests, and pushes. Triggers on: /forge-fix, fixing rejected issues, addressing review feedback, fixing QA failures, resolving reopen comments, fixing CI build failures. Also use when the pipeline needs to move an issue from reopen back to deploying.

Write implementation plans for confirmed Forge issues. Use this skill whenever an issue needs a plan before coding begins — exploring the codebase, identifying affected files, and writing step-by-step implementation instructions into the issue's plan field. Triggers on: /forge-plan, planning issues, writing implementation plans, exploring codebase for an issue, preparing issues for development, moving issues from confirmed to approved. Also use when the pipeline needs to advance an issue from confirmed status.

Capture and maintain a project's product map — user journeys, scenarios, business rules, and workflow diagrams as curated Mermaid knowledge entries. Use this skill whenever someone wants to: document product flows, capture user journeys, generate scenario diagrams, maintain business rules visually, update the knowledge workspace, map user-facing routes, or bootstrap product documentation. Triggers on: /forge-product-map, capture product map, maintain user journeys, generate scenario flowcharts, document business rules, map product flows. IMPORTANT: This skill creates PRODUCT diagrams only — user journeys, UI routes, acceptance-criteria flows. It does NOT create architecture or codebase diagrams (no file paths, function names, or implementation details).

PROJECT-LOCAL OVERRIDE for jarvis-agents (TBD). Fires at status=released after forge-test has verified the branch locally. Merges ISS- to the resolved target branch, appends the issue's CHANGELOG entry, pushes, cleans up the worktree, and auto-closes the issue. VPS staging deploy is deprecated.

Meta-guide for Forge's per-project pipeline skills: what Forge does with a skill at runtime, and the standard for authoring / customizing / shadowing one correctly and cheaply. Read or invoke this BEFORE writing, rewriting, or tuning a project's skills — especially non-standard projects (MCP-driven build/deploy, docs-only, single-branch, local-only). Triggers on: /forge-skills, how do Forge skills work, customize skills for this project, author a skill, rewrite a skill, what does Forge do with skills.

Merge feature branch to baseBranch for staging deployment. Triggered when an issue reaches pass status — merges the ISS- branch to the project's baseBranch and sets status to staging. Triggers on: /forge-staging, merging to staging, promoting to staging, deploying to staging. Also use when the pipeline needs to move an issue from pass to staging.

QA test Forge issue changes against preview deployments. Use this skill to test like a human QA — hitting the preview backend API and navigating the preview frontend to verify acceptance criteria are met. Triggers on: /forge-test, testing an issue, QA testing, verifying changes on preview, checking if acceptance criteria pass. Also use when the pipeline needs to verify changes at testing status.

Triage and validate Forge project management issues before development begins. Use this skill whenever issues need to be reviewed for completeness, classified by complexity, or assigned category/priority. Triggers on: /forge-triage, triaging issues, validating issue quality, classifying issue complexity, setting issue priority, reviewing new issues, checking if issues are actionable. Also use when the pipeline needs to move an issue from open to confirmed status. Even if the user just says 'triage this' or 'check if this issue is ready', use this skill.

上线前 PR 审查。分析当前分支与基础分支的 diff,检查 SQL 安全、竞态条件、 LLM…