/agentsmd-scaffold
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,
$ npx -y skills add majiayu000/spellbook --skill agentsmd-scaffold --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
- Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
- You can call itInvoke it directly when you want it.
- Slash command
/agentsmd-scaffold
Context preview
The summary Claude sees to decide when to auto-load this skill.
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,
SKILL.md
agentsmd-scaffold.SKILL.mdname: agentsmd-scaffold
description: 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.
AGENTS.md Scaffold
Use this skill to generate a small, evidence-backed `AGENTS.md` stack for a repository. The output may be a plan, exact proposed file contents, or applied files when the user explicitly asks to write them.
This skill is for instruction scaffolding. Use `repo-agent-context-audit` first when the user only asks whether the repo's agent context is healthy.
Operating Contract
Default to a scoped plan before editing. Only write or modify `AGENTS.md`, `CLAUDE.md`, `WARP.md`, hooks, settings, or generated docs when the user has explicitly asked to apply the scaffold.
Direct actions:
- Run read-only discovery, scanner commands, and repo command inspection.
- Produce a scoped `AGENTS.md` plan with evidence and validation commands.
- Draft exact file contents when the user asks for proposed text.
Escalate before:
- Creating or editing high-context files when the user only asked for an audit.
- Rewriting existing `AGENTS.md`, `CLAUDE.md`, or `WARP.md` instead of adding a
short pointer or scoped complement.
- Batch-normalizing multiple repositories.
Evidence-backed pushback:
- Challenge new scoped files when the directory has no distinct local rules.
- Challenge guessed commands, ownership, or generated-file rules unless repo
evidence supports them.
Feedback loop:
- Promote repeated false starts into `references/scaffold-agents.md`, scanner
signals, or eval prompts.
Workflow
1. Discover Existing Context
Run the scanner from this skill directory when possible:
python3 scripts/scan_repo_context.py <repo-root>
python3 scripts/scan_repo_context.py <repo-root> --json
Then inspect the files that matter:
- existing `AGENTS.md`, `CLAUDE.md`, `WARP.md`, `.claude/instructions.md`, and
`.github/copilot-instructions.md`
- `README.md`, `CONTRIBUTING.md`, package manifests, Makefiles, CI workflows,
and documented test commands
- generated files and their generators
- high-risk directories such as migrations, deploy scripts, auth, secrets,
payments, registry metadata, generated clients, and production operations
Do not infer commands or ownership from names alone. Use scanner output as a lead, then verify with actual files.
2. Choose The Instruction Stack
Read `references/scaffold-agents.md` before proposing files. Choose the smallest stack that changes agent behavior:
- root `AGENTS.md` for repo-wide routing and validation
- nested `AGENTS.md` only where directory rules differ from root
- no nested file for directories that only need ordinary README context
- no bulk normalization across multiple repos until a few examples have been
manually validated
3. Produce A Candidate Plan
Before editing, report:
## Scoped AGENTS Plan
| Path | Why here | Rules to include | Validation |
|---|---|---|---|
| `AGENTS.md` | <repo evidence> | <root topics> | `<command>` |
| `<dir>/AGENTS.md` | <repo evidence> | <scoped topics> | `<command>` |
## Files To Preserve
- `<existing high-context file>` - <how it will be referenced or left alone>
## Open Facts
- <missing command or ownership fact that cannot be inferred>
4. Scaffold On Request
When applying the scaffold:
- keep root files short, normally 80-150 lines
- keep nested files focused on that directory's ownership, source-of-truth
rules, and validation commands
- include real commands and paths, not placeholders, unless the fact is truly
missing
- preserve existing high-context files unless the user requested a rewrite
- pair every prohibition with a concrete alternative, helper, generator, or
command
Decision Gates
| Situation | Action | |---|---| | Existing `CLAUDE.md` or `WARP.md` is already a good router | Add a short `AGENTS.md` pointer only if cross-runtime routing helps. | | Root instruction file exceeds roughly 200 lines | Propose root router plus scoped files or references. | | Directory has generated outputs | Add scoped rules naming source of truth and regenerate/check commands. | | Directory has distinct safety rules | Add scoped rules with escalation boundaries. | | Directory has ordinary implementation files only | Keep guidance in root unless conventions differ. | | Commands cannot be verified from repo evidence | Leave an open fact instead of guessing. |
Gotchas
- Do not add nested `AGENTS.md` files for every directory. Add them only where
local rules differ from root.
- Do not guess build, test, lint, or generator commands from framework names.
Cite the manifest, CI workflow, script, or docs that prove the command.
- Do not overwrite an existing `CLAUDE.md`, `WARP.md`, or `AGENTS.md` just to
normalize naming. Preserve it, point to it, or propose a split first.
- Do not put long architecture explanations in root `AGENTS.md`; route to
references or existing docs instead.
Verification
After applying changes:
- run the repo's narrow validation command for the affected scope
- run any repo-wide registry, docs, typecheck, lint, or test command named in
the new instructions when practical
- rerun `python3 scripts/scan_repo_context.py <repo-root>` if using the bundled
scanner to confirm scoped files are discoverable
If verification cannot run, report the exact missing precondition and the command that should be run later.
Resources
- `scripts/scan_repo_context.py`: read-only scanner for high-context files,
command hints, specs, local skills, and scoped `AGENTS.md` candidates.
- `references/scaffold-agents.md`: scaffold selection rules and templates for
root, generated metadata, scripts/tools, skill libraries, and tests
Read more
name: agentsmd-scaffold description: 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.
AGENTS.md Scaffold
Use this skill to generate a small, evidence-backed `AGENTS.md` stack for a repository. The output may be a plan, exact proposed file contents, or applied files when the user explicitly asks to write them.
This skill is for instruction scaffolding. Use `repo-agent-context-audit` first when the user only asks whether the repo's agent context is healthy.
Operating Contract
Default to a scoped plan before editing. Only write or modify `AGENTS.md`, `CLAUDE.md`, `WARP.md`, hooks, settings, or generated docs when the user has explicitly asked to apply the scaffold.
Direct actions:
- Run read-only discovery, scanner commands, and repo command inspection.
- Produce a scoped `AGENTS.md` plan with evidence and validation commands.
- Draft exact file contents when the user asks for proposed text.
Escalate before:
- Creating or editing high-context files when the user only asked for an audit.
- Rewriting existing `AGENTS.md`, `CLAUDE.md`, or `WARP.md` instead of adding a
short pointer or scoped complement.
- Batch-normalizing multiple repositories.
Evidence-backed pushback:
- Challenge new scoped files when the directory has no distinct local rules.
- Challenge guessed commands, ownership, or generated-file rules unless repo
evidence supports them.
Feedback loop:
- Promote repeated false starts into `references/scaffold-agents.md`, scanner
signals, or eval prompts.
Workflow
1. Discover Existing Context
Run the scanner from this skill directory when possible:
python3 scripts/scan_repo_context.py <repo-root> python3 scripts/scan_repo_context.py <repo-root> --json
Then inspect the files that matter:
- existing `AGENTS.md`, `CLAUDE.md`, `WARP.md`, `.claude/instructions.md`, and
`.github/copilot-instructions.md`
- `README.md`, `CONTRIBUTING.md`, package manifests, Makefiles, CI workflows,
and documented test commands
- generated files and their generators
- high-risk directories such as migrations, deploy scripts, auth, secrets,
payments, registry metadata, generated clients, and production operations
Do not infer commands or ownership from names alone. Use scanner output as a lead, then verify with actual files.
2. Choose The Instruction Stack
Read `references/scaffold-agents.md` before proposing files. Choose the smallest stack that changes agent behavior:
- root `AGENTS.md` for repo-wide routing and validation
- nested `AGENTS.md` only where directory rules differ from root
- no nested file for directories that only need ordinary README context
- no bulk normalization across multiple repos until a few examples have been
manually validated
3. Produce A Candidate Plan
Before editing, report:
## Scoped AGENTS Plan | Path | Why here | Rules to include | Validation | |---|---|---|---| | `AGENTS.md` | <repo evidence> | <root topics> | `<command>` | | `<dir>/AGENTS.md` | <repo evidence> | <scoped topics> | `<command>` | ## Files To Preserve - `<existing high-context file>` - <how it will be referenced or left alone> ## Open Facts - <missing command or ownership fact that cannot be inferred>
4. Scaffold On Request
When applying the scaffold:
- keep root files short, normally 80-150 lines
- keep nested files focused on that directory's ownership, source-of-truth
rules, and validation commands
- include real commands and paths, not placeholders, unless the fact is truly
missing
- preserve existing high-context files unless the user requested a rewrite
- pair every prohibition with a concrete alternative, helper, generator, or
command
Decision Gates
| Situation | Action | |---|---| | Existing `CLAUDE.md` or `WARP.md` is already a good router | Add a short `AGENTS.md` pointer only if cross-runtime routing helps. | | Root instruction file exceeds roughly 200 lines | Propose root router plus scoped files or references. | | Directory has generated outputs | Add scoped rules naming source of truth and regenerate/check commands. | | Directory has distinct safety rules | Add scoped rules with escalation boundaries. | | Directory has ordinary implementation files only | Keep guidance in root unless conventions differ. | | Commands cannot be verified from repo evidence | Leave an open fact instead of guessing. |
Gotchas
- Do not add nested `AGENTS.md` files for every directory. Add them only where
local rules differ from root.
- Do not guess build, test, lint, or generator commands from framework names.
Cite the manifest, CI workflow, script, or docs that prove the command.
- Do not overwrite an existing `CLAUDE.md`, `WARP.md`, or `AGENTS.md` just to
normalize naming. Preserve it, point to it, or propose a split first.
- Do not put long architecture explanations in root `AGENTS.md`; route to
references or existing docs instead.
Verification
After applying changes:
- run the repo's narrow validation command for the affected scope
- run any repo-wide registry, docs, typecheck, lint, or test command named in
the new instructions when practical
- rerun `python3 scripts/scan_repo_context.py <repo-root>` if using the bundled
scanner to confirm scoped files are discoverable
If verification cannot run, report the exact missing precondition and the command that should be run later.
Resources
- `scripts/scan_repo_context.py`: read-only scanner for high-context files,
command hints, specs, local skills, and scoped `AGENTS.md` candidates.
- `references/scaffold-agents.md`: scaffold selection rules and templates for
root, generated metadata, scripts/tools, skill libraries, and tests
Cross-runtime skills for Claude Code, Codex, and multi-agent workflows.
Repo: majiayu000/spellbook
Other skills on spellbook.
- /agentsmd-optimize
Audit AND optimize a CLAUDE.md / AGENTS.md instruction file — score it against the five high-leverage patterns, flag anti-patterns, then apply approved fixes in place. Use when the user says 优化 CLAUDE.md / 优化 AGENTS.md / optimize my agent doc / 帮我改 claudemd, or after an audit
Open skill - /api-design
REST/GraphQL/gRPC API design best practices. Use when designing APIs, defining contracts, handling versioning. Covers OpenAPI 3.2, GraphQL Federation, gRPC streaming.
Open skill - /app-ui-design
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.
Open skill - /app-user-story-qa
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.
Open skill - /architecture-foundation
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
Open skill - /ask-opencli
Ask Grok or Gemini via opencli (browser-session based, no API cost). Use when the user says "问 grok", "问 gemini", "ask grok", "ask gemini", "用 grok 查", "grok 怎么看", "让 gemini 分析", or wants a second opinion from Grok/Gemini without paying API tokens. Routes to opencli which drives
Open skill

