Assistant — on any repo, scan README→docs→AGENTS→CONTRIBUTING→PR templates→task runners→devcontainer→CI→configs
Scanned 9/2/2026
Install to Claude Code
npx -y skills add ulises-jeremias/agent-toolkit --skill assistant --agent claude-codeInstalls into .claude/skills of the current project.
Are you the author of Assistant?
Add the live security badge to your README — it updates automatically with every re-scan.
[](https://www.skillsdirectory.com/skills/ulises-jeremias-assistant-ed5ec8cb)More formats (shields.io, HTML) on the badges page.
---
name: assistant
description: Assistant — on any repo, scan README→docs→AGENTS→CONTRIBUTING→PR templates→task runners→devcontainer→CI→configs
before code; cite sources; prefer AGENTS.md for agent behavior; portable across Cursor/Copilot/Claude;
use agent-toolkit CLI when needed.
origin:
type: first-party
metadata:
author: ulises-jeremias
version: '2.1'
---
# Assistant
Organizational companion for anyone building **for ** in **any** repository (client, internal, or ``). It tells the agent **what to open first**, **why**, and **how to resolve conflicts**—without copying content that already lives in the project.
**Orchestration**
This skill is the **default orchestrator and fallback** for agent work. **Read** `references/ORCHESTRATION.md` for routing (workflows, tool skills, delegation phrasing). Use **`~/.local/share//skills/skill-catalog.yaml`** (bundled next to skills) for **domain**, **WHAT vs HOW**, **triggers**, and **`depends_on`** per skill. **Workflow skills** define phases and gates only; **tool skills** own CLI procedures—do not inline HOW steps inside workflow skills.
**Hard rules**
- Derive answers from **files in the repo** and **machine-local agent-toolkit baseline (`~/.local/share/agent-toolkit/`). **Cite paths** when you recommend workflows.
- **Do not** paraphrase long sections of README/docs into chat when a link or path is enough; **do not** invent scripts or flags that are not documented or discoverable.
- **AGENTS.md** (when present) is the **primary contract for agent behavior** in that repo; see [Agent instruction map](#agent-instruction-map) for tie-breakers with tool-specific files.
Extended path hints: `references/REPO_INSPECTION.md`. Orchestration: `references/ORCHESTRATION.md`. Starter `AGENTS.md` for new projects: `references/AGENTS_TEMPLATE.md` (and chezmoi `AGENTS.project.md.tmpl` in the baseline templates).
---
## Expected behavior
1. **On entering a task in a repo**, spend a short **discovery pass**: follow [Repository inspection order](#repository-inspection-order) before editing large areas of code.
2. **Classify** documentation you find (see [Documentation taxonomy](#documentation-taxonomy)) so you do not apply contributor-only rules to end-user docs or vice versa.
3. **Prefer official automation** from `Makefile` / `justfile` / `package.json` / CI over ad-hoc commands.
4. **When advising**, name the **source file** (“per `CONTRIBUTING.md`…”, “`.github/workflows/ci.yml` runs…”).
5. **If something is missing** (no tests doc, no AGENTS, conflicting instructions), **say so** and suggest a concrete addition—optionally offer to draft from `references/AGENTS_TEMPLATE.md`.
6. **Stay portable**: avoid recommending workflows that only work in one IDE unless the repo is explicitly single-tool.
---
## Repository inspection order
Use this **sequence** for the **opened repository root** (or the **subpackage root** you are changing in a monorepo). Skips are fine if a path does not exist—document what you skipped.
| Step | Where | What to extract |
| --- | --- | --- |
| **1** | `README.md` (root; then local README in the package you touch) | Purpose, how to run locally, stack, basic commands, high-level layout |
| **2** | `docs/`, `doc/`, `documentation/`, or project wiki mirror | Architecture, domain flows, conventions, ADRs, operational runbooks |
| **3** | `AGENTS.md` (root; if missing, `docs/AGENTS.md`) | Agent-specific rules, restrictions, repo-specific workflows |
| **4** | `CONTRIBUTING.md` (or `docs/CONTRIBUTING.md`) | Branch/commit/PR norms, quality bar, review process |
| **5** | PR templates: `.github/pull_request_template.md`, `.github/PULL_REQUEST_TEMPLATE.md`, `.github/PULL_REQUEST_TEMPLATE/*` | Expected PR content, checklists, Definition of Done |
| **6** | `Makefile`, `justfile`, `package.json` `scripts`, `Taskfile.yml`, `mise.toml`, `pyproject.toml` scripts | **Official** build / test / lint / dev commands |
| **7** | `.devcontainer/devcontainer.json`, `compose.yaml` / `docker-compose.yml`, `Dockerfile` | How the team expects the dev environment to run |
| **8** | `.github/workflows/*`, `.gitlab-ci.yml`, `Jenkinsfile`, etc. | Mandatory checks, test matrix, deploy vs PR gates |
| **9** | Config: `tsconfig`, ESLint/Prettier/Biome, Ruff/mypy, Jest/Vitest/Playwright, etc. | Implicit style and testing conventions |
| **10** | Source tree | Implementation **after** steps 1–9 give context |
**Monorepos:** run the table for the **root** first, then repeat for the **specific package/service** directory if it has its own README, `package.json`, or CI job names that differ.
---
## Agent instruction map
These files shape **how the assistant should behave**. Discover them with **Glob**, then **Read**.
| Kind | Typical paths | Role |
| --- | --- | --- |
| **Portable agent contract** | `AGENTS.md` | **Highest priority for agent behavior** in this repo when present |
| **Cursor** | `.cursor/rules/**`, `.cursorrules` | IDE-specific; must not silently override AGENTS without acknowledgment |
| **Claude / Claude Code** | `CLAUDE.md`, `.claude/**` | Tool-specific project memory |
| **Copilot** | `.github/copilot-instructions.md`, documented Copilot instruction paths | Microsoft/GitHub-specific |
| **Gemini / Cloud Code / other** | `GEMINI.md`, vendor “cloud” or IDE instruction paths | Tool-specific; keep thin if `AGENTS.md` exists |
**If `AGENTS.md` exists:** treat it as the **single portable source of truth** for agent guardrails. Tool files should **align** with it; if they diverge, **surface the conflict** to the user and default to **AGENTS.md** unless the user says otherwise.
**If `AGENTS.md` is missing** but `.cursor/rules` or `CLAUDE.md` exist: follow those **and** suggest adding a root `AGENTS.md` that links or summarizes them for **portability** (Cursor, Copilot, Claude Code, Cloud Code, etc.).
**If only cloud / vendor markdown exists** (e.g. single-vendor “cloud” instructions): recommend evaluating **`AGENTS.md`** plus short tool stubs so the same rules travel across tools.
---
## Conflict resolution heuristics
| Situation | Resolution |
| --- | --- | --- |
| README says “run `npm start`”, `package.json` has no `start` | Trust **`package.json`**; note README drift |
| `AGENTS.md` vs `CONTRIBUTING.md` on process | **CONTRIBUTING** for human Git flow; **AGENTS** for what the **agent** may automate or touch |
| `AGENTS.md` vs `.cursor/rules` | **AGENTS.md** wins for stated agent behavior; flag contradiction |
| Local package README vs root README | **Local** for that package’s commands; **root** for global architecture |
| Docs vs code | **Docs** describe intent; if code disagrees, **report mismatch** instead of guessing which is “right” |
| CI does not run a script the README claims is mandatory | **CI config** is authoritative for merge gates; suggest doc fix |
---
## Anti-duplication and citation
- **Summarize** README/docs in your own words only when needed for the task; otherwise **point** to the file and section.
- **Never** paste entire policy documents into replies; extract **actionable** bullets and cite the path.
- When suggesting a new rule, **check** it does not duplicate `CONTRIBUTING.md` or `AGENTS.md`.
- Prefer **one** canonical place per concern (e.g. “all PR rules in template + CONTRIBUTING”).
---
## Documentation taxonomy
Use this to choose tone and strictness:
| Type | Examples | Use for |
| --- | --- | --- |
| **General / product** | Root README, user guides | What the product is, how to run it |
| **Contributors** | CONTRIBUTING, PR template, code review guide | Branches, commits, review, quality |
| **Agents** | AGENTS.md, tool instruction files | What assistants may or must not do |
| **Operational / technical** | Runbooks, ADRs, architecture under `docs/` | Deploy, incidents, technical decisions |
---
## Documentation gap signals
Flag gaps **explicitly** when you notice:
- No way to run tests or lint from documented commands.
- README references scripts that do not exist.
- CI enforces checks not mentioned for contributors.
- Multiple conflicting instruction files with no hierarchy.
- Sensitive operations (migrations, prod) undocumented.
Offer **small, copy-ready** fixes (e.g. a minimal `AGENTS.md` from `references/AGENTS_TEMPLATE.md`).
---
## workstation baseline (optional layer)
When the open repo **is** (or includes) `` / chezmoi `home/`:
- Read repo root **`AGENTS.md`**, **`docs/*.md`**, **`home/.chezmoidata/*`**, **`home/.chezmoiscripts/*.tmpl`**, **`home/dot_local/share//.chezmoiexternal.toml.tmpl`** as needed.
- For **`agent-toolkit` commands**, run `agent-toolkit --help`.
On **any** machine with the baseline applied:
- **`~/.local/share//`** — bundled skills, templates, MCP examples, `skills-registry.yaml`.
- **`skills list`**, **`doctor`**, **`loadenv`** — operational discovery.
### New Developer Onboarding
When a developer asks about **setup**, **getting started**, or **validation**:
1. **First-time setup** (cite `docs/wiki/TECHNICAL_QUICKSTART.md`):
```bash
git clone git@github.com:ulises-jeremias/.git
cd
chezmoi init --source=. -c ~/.config/chezmoi/.toml
chezmoi apply --source=. -c ~/.config/chezmoi/.toml --dry-run
chezmoi apply --source=. -c ~/.config/chezmoi/.toml
```
2. **Post-setup validation**:
```bash
doctor
```
Expected: `result: COMPLIANT`
3. **AI tools verification**:
```bash
opencode --version # or claude --version, etc.
ls ~/.config/opencode/skills/
```
4. **If issues found**: Run `doctor` and address failures. For persistent issues, escalate via `update-check` and contact #tech-support.
### Helpful Commands for Developers
| Task | Command |
| --- | --- |
| Validate setup | `doctor` |
| Check updates | `update-check` |
| Update workstation | `chezmoi update && chezmoi apply --source=. -c ~/.config/chezmoi/.toml` |
| List AI skills | `skills list` |
| Sync skills | `skills sync` |
| Health check | **`triage`** (runs **`doctor`**, layout checks) |
### Where to route next (bundled HOW skills)
Use **`skill-catalog.yaml`** next to bundled skills for domains, triggers and **`depends_on`**. Prefer **one workflow driver** per task (**dev-companion** + **workflow-generic-project** for generic delivery).
| Area | Skill(s) | Notes |
| --- | --- | --- |
| GitHub PR review threads | **`gh-address-comments`** | Current-branch PR; pairs with **`github-cli-workflow`** for push/PR updates |
| GitHub Actions failures | **`gh-fix-ci`** | Fetch logs + snippet; plan before coding; pairs with **`planning`** |
| Merge / rebase conflicts | **`fix-merge-conflicts`** | Resolve conflict markers; preserve authorship |
| Prose / docs anti-slop | **`unslop`** | PR text, comments, docs before final review |
| Diff-scoped code cleanup | **`deslop`** | Redundant code in changed hunks only |
| Change impact / scope | **`blast-radius`** | Before large refactors; pairs with **`architect`** / **`planner`** |
| Agent-facing CLI design | **`cli-for-agents`** | Building or reviewing CLIs for agent use |
| Workspace learnings | **`workspace-knowledge-sync`** | Persist facts/todos across sessions |
| Draft PR / MR | **`github-cli-workflow`**, **`gitlab-cli-workflow`** | After **`output-handshake`** / **`pr-fallback`** when needed |
| Linear | **`linear`** | Linear MCP (OAuth); issues, cycles, docs |
| Figma | **`figma`** (entry), **`figma-implement-design`**, **`figma-code-connect-components`**, **`figma-create-design-system-rules`**, **`figma-create-new-file`** | MCP templates under `~/.local/share//mcp/figma/` |
| Figma design | **`figma`** / **`figma-implement-design`** | Design-to-code via Figma MCP; use **`figma-create-design-system-rules`** for system rules |
| Playwright | **`playwright-cli`** | CLI browser automation from the shell |
| Playwright **test** specs | **`e2e-runner`** | Not the same as **`playwright-cli`** |
| Jupyter notebooks | **`jupyter-notebook`** | Scaffold via **`newnotebook`** |
| Workstation health | **`triage`** | **`doctor`**, **`doctor --issue`** |
| Slack | **`slack-cli`**, **`slack-assistant`** | App CLI vs workspace chat |
| Tickets (external packs) | **`clickup-cli`**, **jira-***, **confluence-*** | As installed via registry / chezmoiexternal |
| Data | **`dbt-validation`**, **`snowflake-validation`** | Read-only validation patterns |
Client/account overlays live in the workspace (`~/.ai-workspace/packs/` + `knowledge/`) and should be loaded when triggered.
For AI agent assistance, invoke agents using **@mention** in your message (NOT the Task tool): **@planner** (feature planning), **@code-reviewer** (code review), **@security-reviewer** (security), **@tdd-guide** (TDD workflow), **@researcher** + `delivery/spike` (examples from public examples via `researcher/references/LOOKUP_GUIDE.md`). Agents are defined in `~/.config/opencode/agents/` — they are NOT skills and must NOT be loaded via the skill tool.
---
## Organization playbooks
Client delivery workflows and the skill catalog live under **`~/.local/share//skills/`**. **Read** what is installed; do not invent URLs.
---
## Safety
- No secrets in repos; use env patterns documented for the project and `env.d` where applicable.
- Destructive or prod-affecting steps require **explicit** human confirmation unless AGENTS.md clearly authorizes them.
Is this your skill, or is something wrong with this listing? Request removal or report an issue. Author removals are honored within 72 hours.
No comments yet. Be the first to comment!