Quick answer
- What a backend skill is
- A SKILL.md folder with procedure for APIs, DBs, or infra, loaded on demand
- The shortlist
- 9 categories: schema diff, migrations, query tuning, job review, rate limits, secrets, errors, logs, OpenAPI scaffold
- Skills vs MCP
- Skills add procedure; MCP servers add capability. Backend work usually wants both
- In AIDEN
- Inherited from ~/.claude/skills and a repo's .claude/skills, no re-config
Skills, in One Paragraph
An agent skill is a folder containing a SKILL.md file: YAML frontmatter with a name and a description, followed by Markdown instructions, and optionally scripts the instructions can call. The model reads the description of every available skill and, when a task matches, pulls the full instructions into context, only then. That mechanism, model-invoked, loaded on demand, is what makes skills fit backend work so well: your migration procedure never sits in the window while the agent renames a variable, and your rate-limit playbook never competes with the log-format rules when the task has nothing to do with either.
The Shortlist: Nine Skill Categories Worth Writing
These are the categories that pay for themselves fastest on a real backend. Each is procedure, not capability, which is why it belongs in a skill rather than an MCP server. Treat the list as a starting point: adopt the ones that match how you already work, or use them as templates to write your own house version.
| Skill category | What it does | Fires on |
|---|---|---|
| api-contract-diff | Compares OpenAPI or schema files across branches and flags breaking changes, removed fields, tightened types, renamed routes, before the PR lands. | Any task that modifies an OpenAPI or schema file, or opens a PR that touches one. |
| migration-writer | Scaffolds a DB migration together with a companion rollback in the same commit, following your file-naming and batching conventions. | Schema changes: add/drop column, add index, backfill, rename table. |
| query-optimizer | Takes a slow query, inspects the plan, and proposes an index or a rewrite, with the tradeoffs called out. | Any task labelled as a perf fix or that pastes an EXPLAIN plan into the prompt. |
| background-job-review | Scans a job or worker for idempotency, retry semantics, and timeout handling, and lists the gaps. | Reviewing or writing a queue consumer, cron job, or long-running worker. |
| rate-limit-planner | Proposes a rate-limit strategy from a route inventory, per-key vs per-IP, window size, burst budget. | Adding rate limiting to an API or auditing an existing limiter. |
| secrets-audit | Greps the diff and the repo for accidentally-committed secrets, proposes replacements with env-var references and a rotation checklist. | Before opening a PR, or when the task mentions credentials, tokens, or keys. |
| error-handling-review | Checks that API errors return a consistent shape across the codebase, status code, error code, message, and flags the outliers. | Any change that adds or modifies an API error path. |
| logs-normalizer | Turns freeform log calls into structured JSON with the same field names your log pipeline expects. | Adding or refactoring log lines in a service. |
| openapi-scaffold | Generates route stubs, types, and handler skeletons from an OpenAPI spec, in your framework's idiom. | A task that starts from an OpenAPI file and asks for the implementation stubs. |
Your AI workspace for shipping software.
Download AIDEN free and point it at your existing Claude Code or Codex setup. No credit card, running in minutes.
Download AIDEN freeFree to start · macOS 12+ · No credit card required
Skills vs CLAUDE.md: Different Jobs, Same Repo
A backend repo usually already has a CLAUDE.md or AGENTS.md at the root. That file is the always-on context: build and test commands, top-level conventions, boundaries the agent should never cross. Everything in it gets loaded on every task, whether the task is a migration, a typo fix, or a Dockerfile tweak. That is exactly right for a small set of universal rules and exactly wrong for procedural knowledge that only applies sometimes.
CLAUDE.md (always on)
Skills (on demand)
The rule of thumb: if you would explain the rule to every new engineer on day one, CLAUDE.md; if you would only explain it when they pick up a specific kind of task, a skill. Move procedural sections out of a swollen CLAUDE.md into skills and both get sharper.
Skills vs MCP Servers on the Backend
MCP and skills are the two most-confused pieces of the modern agent stack, because both “extend” the agent. They extend it in opposite directions. On a backend project the distinction is easy to feel:
| Dimension | Skills | MCP servers |
|---|---|---|
| What it adds | Procedure: how migrations, errors, logs, and jobs are done in this codebase | Capability: the ability to query Postgres, read a GitHub issue, hit an internal admin API |
| How it's invoked | Model-invoked; loaded on demand when the task matches the SKILL.md description | Tool call; the model explicitly calls an exposed tool when it needs that capability |
| Example on a backend | migration-writer, query-optimizer, error-handling-review | Postgres MCP server, GitHub MCP server, an internal-admin MCP server |
| Lives in | ~/.claude/skills/<name>/ or a repo's .claude/skills/ | ~/.claude.json (claude mcp add) or a project's .mcp.json |
Distributing Skills Across a Backend Team
The reason skills scale better than a private folder of prompts is that they distribute as plain files, and you get to choose the scope. For a backend team, three tiers of skill distribution work well together:
Repo-scoped, committed
Machine-wide, personal
Shared internal pack
Because skills are just Markdown, review them the way you review code: a change to a repo-scoped skill goes through a PR, gets read by a human, and lands with a changelog note. That is what keeps a skill fleet from drifting into a folder of stale, contradictory instructions.
How AIDEN Loads Your Backend Skills
AIDEN is a cockpit over your coding-agent CLIs: it runs your local Claude Code and Codex behind a spec-first kanban with a PR per story, and it uses your own inference, your Claude or Codex subscription or API key. Because it orchestrates your existing CLIs rather than replacing them, it inherits your skills automatically. Every skill in ~/.claude/skills and every skill in a project's .claude/skills is available to every agent AIDEN launches, exactly as it is when you run Claude Code by hand. Nothing to configure twice.
In practice, a backend story on the board (“add a soft-delete column and expose it in the API”) picks up its migration-writer, error-handling-review, and logs-normalizer skills from the same folders your CLI already reads, and the agent follows them inside its own git worktree with a fresh session, three of the six levers of context engineering applied structurally per story. The skills do the procedural work; AIDEN keeps the flow clean around them. For the broader shape of the workflow the skills sit in, see the agentic workflow guide.