Skip to main content
ClaudeWave
Skill66 repo starsupdated 29d ago

annotate

Records unexpected API behaviors, undocumented caveats, version bugs, or non-obvious workarounds into .claude/memory/annotations.md. Use immediately when an undocumented behavior or surprising caveat is discovered during development.

Install in Claude Code
Copy
git clone --depth 1 https://github.com/tranhieutt/software_development_department /tmp/annotate && cp -r /tmp/annotate/.claude/skills/annotate ~/.claude/skills/annotate
Then start a new Claude Code session; the skill loads automatically.

SKILL.md

# /annotate — Persist a Learned Lesson

You are adding a persistent annotation to the project's learned knowledge base.
Annotations survive across sessions and auto-load when working with relevant services.

**Arguments:** `$ARGUMENTS` — format: `<service> <description of gotcha/caveat>`

---

## Phase 1 — Parse the Annotation

Extract from `$ARGUMENTS`:
- **Service/Library**: The specific service, library, or area (e.g., `stripe`, `next.js`, `postgresql`)
- **Annotation text**: The gotcha, caveat, or learned lesson

If `$ARGUMENTS` is empty or unclear, ask:
> "What service/library does this apply to, and what did you discover?"

---

## Phase 2 — Format the Entry

Format the annotation as:

```
- [YYYY-MM-DD] <clear, specific description of the issue> — <workaround if applicable>
```

**Good example:**
```
- [2026-04-07] Stripe webhook signature verification requires raw body buffer, not parsed JSON. 
  Pass rawBody to stripe.webhooks.constructEvent() instead of req.body
```

**Bad example:**
```
- Stripe webhooks broken  ← too vague, no date, no solution
```

Apply this quality check before writing:
- ✅ Specific enough to be actionable without additional research?
- ✅ Includes the date?
- ✅ Includes workaround if one exists?
- ✅ Would a new developer understand this without context?

---

## Phase 3 — Find or Create the Section

Read `.claude/memory/annotations.md`.

1. Find the existing section that matches the service (case-insensitive)
2. If no matching section exists, create one:

```markdown
## <Service Name>

- [YYYY-MM-DD] <your annotation>
```

3. If the section exists and has `*(no annotations yet)*`, replace that line with the entry.
4. If the section exists with entries, append the new entry below the last one.

---

## Phase 4 — Write and Confirm

Edit `.claude/memory/annotations.md` with the new entry.

Then confirm:

```
✅ Annotation saved to .claude/memory/annotations.md

Service: <service>
Entry: [YYYY-MM-DD] <annotation text>

This will auto-load in future sessions when working with <service>.
```

---

## Annotation Quality Rules

- **Never** write vague entries like "be careful with X" — always explain WHY
- **Always** include the date (use current date: 2026-04-07)
- **Always** include the workaround if you found one
- **Prefer** short entries (1-2 lines) — link to docs if more context needed
- **Mark** if issue is version-specific: `(affects v2.x, fixed in v3.0)`
- **Group** related gotchas under the same service header

---

## When Agents Should Use This Automatically

You do NOT need to wait for `/annotate` to be called explicitly.
**Proactively** add annotations when you:

1. Spend more than 10 minutes debugging an unexpected API or library behavior
2. Find that official docs are wrong, incomplete, or misleading
3. Discover a version incompatibility not mentioned in release notes
4. Work around a bug with a non-obvious solution
5. Find that a library's "default" behavior causes problems in this project's setup

> **Pattern from Context Hub:** The value compounds over time.
> Each annotation means the NEXT session starts smarter — not from zero.
accessibility-specialistSubagent

The Accessibility Specialist ensures the software is accessible to the widest possible audience. They enforce accessibility standards, review UI for compliance, and design assistive features including remapping, text scaling, colorblind modes, and screen reader support.

ai-programmerSubagent

The AI Programmer implements intelligent system features: recommendation engines, classification pipelines, LLM integrations, decision logic, and autonomous agent behavior. Use this agent for AI/ML feature implementation, model integration, intelligent automation, or AI system debugging.

analytics-engineerSubagent

The Analytics Engineer designs telemetry systems, user behavior tracking, A/B test frameworks, and data analysis pipelines. Use this agent for event tracking design, dashboard specification, A/B test design, or user behavior analysis methodology.

backend-developerSubagent

The Backend Developer builds and maintains server-side logic, APIs, databases, authentication, and integrations. Use this agent for REST/GraphQL API implementation, database operations, authentication systems, background jobs, microservices, server performance, and backend testing. Works from API design contracts and PRDs.

community-managerSubagent

The Community Manager handles user-facing communications, feedback synthesis, support escalation, and community engagement. Use this agent for drafting release announcements, synthesizing user feedback into actionable insights, writing support documentation, or coordinating community-facing communication around releases and incidents.

ctoSubagent

The CTO (Chief Technical Officer) owns the high-level technical vision, architecture decisions, technology choices, and technical strategy. Use this agent for architecture-level decisions, technology evaluations, cross-system conflicts, and when a technical choice will constrain or enable product possibilities. This is the highest technical authority in the department.

data-engineerSubagent

The Data Engineer designs database schemas, builds data pipelines, manages migrations, and owns the data infrastructure. Use this agent for schema design, complex migrations, data modeling, ETL/ELT pipelines, database performance optimization, analytics infrastructure, and data integrity strategies.

devops-engineerSubagent

The DevOps Engineer maintains build pipelines, CI/CD configuration, version control workflow, and deployment infrastructure. Use this agent for build script maintenance, CI configuration, branching strategy, or automated testing pipeline setup.