跳到正文
cccskills
免费在 GitHub 公开

flowguard

Guard long, ambiguous, or stateful AI-agent work from drift. Use when the user asks to run or continue a multi-step task, autonomous loop, bug fix, repo change, PR readiness check, compaction handoff, resume from previous context, cost-control checkpoint, or any task likely to span many tool calls, files, sessions, agents, or verification gates.

中文简介正在准备中。当前显示原文说明。

查看安装方法

包含的文件(4)

  • SKILL.md8.0 KB
  • agents/openai.yaml212 B
  • references/state-contract.md4.2 KB
  • scripts/workflow_state_snapshot.sh3.2 KB

SKILL.md(原文)

安装前可以查看交给 AI 代理的指令内容。

Flowguard

Overview

Use this skill as the single lifecycle entrypoint for agent work that can drift, lose context, or become expensive. It routes the task, verifies current state, runs bounded execution loops, and leaves a resumable handoff.

This skill coordinates other skills; it does not replace them. Use task-specific skills such as systematic-debugging, comprehensive-testing, codex-retrospective, or vibeguard only when their trigger is clearly met.

Operating Contract

  • Do not start a long autonomous loop until route, scope, and stop conditions are explicit.
  • Do not treat memory, summaries, or handoffs as current truth until repo, git, files, runtime, or remote state is verified.
  • Do not claim completion without fresh verification evidence from the current session.
  • Do not expand scope, touch destructive surfaces, or cross file-ownership lanes without stopping to re-route.
  • Re-state the primary objective and a plan of no more than five steps before major phase changes.
  • Prefer one controlling checkpoint over many specialized workflow fragments when the task risk is context loss, drift, or compounding errors.
  • Before commit, push, PR, merge, or applying agent-generated changes outside the already-approved scope, call review-gate or produce the same review pack and wait for explicit human approval.

Route First

Choose one route before editing files or running a long loop:

RouteUse WhenAction
execute_directGoal, context, constraints, and done-when are clear; scope is small or verification is cheap.Work directly with short checkpoints.
plan_firstWork spans many files, sessions, agents, architecture decisions, migrations, or risky sequencing.Create a brief execution plan or use the relevant planning skill before edits.
clarify_firstGoal, target files, constraints, done-when, destructive permission, production impact, or ownership is unclear.Ask the smallest blocking question before continuing.

Do not hide ambiguity inside assumptions. If a wrong assumption would cause large rewrites, production risk, data loss, credential exposure, or wasted long-loop cost, use clarify_first.

Startup

  1. Search first for existing files, skills, plans, or prior artifacts that may already cover the task.
  2. Load every applicable AGENTS.md for files that may be edited.
  3. Run the state snapshot when working in a repo or resuming. Resolve it from the installed Flowguard skill directory, not from the target repo:
# From the installed flowguard skill directory, the directory containing this SKILL.md:
scripts/workflow_state_snapshot.sh /path/to/target/repo

When already in the target repo, pass . as the target to the installed script, for example /path/to/installed/flowguard/scripts/workflow_state_snapshot.sh ..

  1. If the task continues previous work, treat memory and summaries as hints only. Verify cwd, git branch, dirty files, relevant artifacts, and runtime state before relying on them.
  2. Capture the four task elements: goal, context, constraints, and done-when. If one is missing and risky, clarify.

Preflight Contract

Before substantial work, write or state the compact preflight:

route:
goal:
context:
constraints:
done_when:
out_of_scope:
verification_commands:
stop_conditions:
handoff_location:
objective_restatement:
plan_5_steps_or_less:

For short direct tasks, this can be one concise paragraph. For long tasks, make it explicit and keep it available for compaction or resume.

Execution Loop

Use a step-test-update loop:

  1. Select one current step with owned files and an expected check.
  2. Re-state how the step supports the primary objective.
  3. Announce the edit boundary before changing files.
  4. Make the smallest useful change.
  5. Run focused verification for that step when feasible.
  6. Record a checkpoint with changed files, command results, decisions, blockers, context audit, and next step.

Stop and re-evaluate when any condition occurs:

  • The same fix fails 3 times.
  • Scope expands beyond the preflight.
  • Required data is missing or stale.
  • A tool result conflicts with the plan.
  • Tests or builds fail for reasons unrelated to the current hypothesis.
  • The user sends a newer instruction that changes priority.
  • Token, tool-call, wall-time, or external-cost budget is exceeded.

Failure Modes

  • Assumption drift: the route says execute_direct, but new evidence shows missing goal, constraints, or done-when. Stop and re-route.
  • Summary-of-summary loss: compaction or handoff omits modified files, decisions, or verification commands. Rebuild state from local truth before editing.
  • Stale memory: remembered project facts conflict with current files, git, runtime, or GitHub state. Use current evidence.
  • Silent tool failure: an empty, partial, or "close enough" tool result becomes input for later steps. Mark it as a blocker or rerun with a narrower check.
  • Parallel merge risk: two lanes need the same writable file. Collapse to one integration owner before continuing.

Verification Gate

Do not claim completion from expectation or older output. Report fresh evidence from this session.

Pick checks from the repo, AGENTS.md, and changed surface. Common defaults:

StackBefore CompletionBefore Submission
Rustcargo checkcargo test
TypeScriptnpx tsc --noEmitproject test command
Gogo build ./...go test ./...
Pythonfocused import/type/lint check if presentpytest

If a check cannot run, say why and name the nearest useful fallback that did run.

Review Gate

Before landing agent-generated changes, produce a concise review pack or use the review-gate skill. The pack must include intent, diff summary, changed files, risks, verification, open questions, and the exact action needing approval. Human approval for one action does not automatically authorize a different action such as merge.

Handoff And Resume

Read references/state-contract.md when asked to create a handoff, resume after compaction, continue a previous task, or prepare automation.

Required handoff fields:

  • modified files
  • constraint set or SPEC
  • verification command and result
  • key decisions
  • current priority
  • L1-L7 rule summary when VibeGuard applies
  • context audit: keep, externalize, discard, and stale/conflicting inputs
  • review gate decision when changes are ready to land
  • blockers and next action

Resume must start by comparing the handoff with current local truth. If cwd, branch, files, tests, or user priority changed, update the plan before editing.

Multi-Agent Rule

Use parallel agents only when file ownership is disjoint and merge ownership is explicit. A delegation must name:

  • agent or lane
  • writable files or directories
  • read-only context
  • expected output artifact
  • verification owner
  • merge owner
  • stop conditions

If two agents need to write the same file, do not run them in parallel.

Automation Boundary

Skill workflows are manual first. Automate only after the workflow has been manually validated on real tasks. Scheduled automation should start as read-only: state scans, handoff drafts, stale-worktree reports, or verification summaries. Code edits, deploys, credential changes, or PR submissions require explicit user intent unless a separate trusted automation contract exists.

Resources

  • scripts/workflow_state_snapshot.sh <path>: read-only snapshot for cwd, git state, nearby agent instructions, dirty files, and likely verification commands.
  • references/state-contract.md: templates for preflight, checkpoints, handoff, resume, loop guards, and automation readiness.
  • review-gate: review pack and explicit human approval before landing agent-generated diffs.

评价

还没有评价。欢迎分享你的使用感受。

评论

无需登录即可发表。欢迎分享使用感受、提问,或说明在哪些环境下无法运行。

还没有评论。来写第一条吧。

提交后会立即公开。请勿填写邮箱、电话等个人信息。URL 最多 2 个。

0 / 1000 字

此表单受 reCAPTCHA 保护,适用 Google 的隐私权政策和服务条款。

同一仓库的技能

Audit and organize AI coding-agent instructions, including AGENTS.md, CLAUDE.md, skills, and agent definitions. Use when the user asks to diagnose conflicting instructions, excessive approval pauses, broad skill triggers, duplicate guidance, or broken instruction references, or to clean up that instruction set. Ordinary code review, Markdown editing, or application debugging alone does not trigger this workflow. Inspection stays read-only; apply changes when authorized.

中文简介正在准备中。当前显示原文说明。

majiayu000/spellbook2882026年10月20日 更新

Generate or update repository-specific AGENTS.md instruction files from real repo evidence. Use when asked to create, design, scaffold, split, or improve root or scoped AGENTS.md files for Codex/Claude/agent workflows, especially when a repo needs directory-specific rules, validation commands, generated-file boundaries, or a short agent onboarding router.

中文简介正在准备中。当前显示原文说明。

majiayu000/spellbook2882026年10月20日 更新

REST/GraphQL/gRPC API design best practices. Use when designing APIs, defining contracts, handling versioning. Covers OpenAPI 3.2, GraphQL Federation, gRPC streaming.

中文简介正在准备中。当前显示原文说明。

majiayu000/spellbook2882026年10月20日 更新

Mobile app UI design expert for iOS and Android. Use when designing app interfaces, creating design systems, ensuring accessibility, or following platform guidelines. Covers Material Design 3, Human Interface Guidelines, color theory, typography, and 2025 trends.

中文简介正在准备中。当前显示原文说明。

majiayu000/spellbook2882026年10月20日 更新

End-to-end app feature inventory and user-story testing workflow with a canonical tracker. Use when the user asks to audit every feature, derive expected behavior from code, test user journeys, or explicitly fix and retest documented UX or logistical defects.

中文简介正在准备中。当前显示原文说明。

majiayu000/spellbook2882026年10月20日 更新

Design architecture foundations before implementation. Use when asked to design or refactor architecture, choose Rust/Go crate, package, module, runtime, workflow, or service boundaries, compare mature project architecture, prevent stacked one-off PRs, audit migration debt in existing repos, or produce a spec before coding.

中文简介正在准备中。当前显示原文说明。

majiayu000/spellbook2882026年10月20日 更新

查看 majiayu000 的全部技能

报告此技能的问题