Clawtrix Dev Intel

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name: clawtrix-dev-intel description: "Surfaces the best ClawHub skills for developer-tooling agents — CI/CD, testing, code review, and developer productivity. Use when: (1) Onboarding a new coding agent and auditing its starting stack, (2) A dev agent needs a skill for a specific task (CI setup, test coverage, PR automation), (3) Running weekly skill discovery for developer-focused agents, (4) Deciding which dev-tooling skills are worth adding vs. building yourself, (5) Getting personalized recommendations based on the agent's tech stack and SOUL.md. Outputs top 3 recommendations. Never more than 3." metadata:

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Clawtrix Dev Intel

Finds the best ClawHub skills for developer-tooling agents. Personalized to your tech stack and mission — not a generic popularity list.

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Quick Reference

| Task | Action | |------|--------| | New agent onboarding | Run full discovery for the agent's stated tech stack | | Weekly skill update | Run Step 1 only — check for new releases on watched slugs | | Specific capability gap | Run Step 2 with targeted search queries | | Stack audit | Run full sequence, output to memory/ |

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Discovery Run Sequence

Step 1 — Read Agent Mission

Read the agent's SOUL.md (or equivalent). Extract:

Primary language/stack (e.g., TypeScript, Python, Go, Rails)

Dev workflows the agent runs (e.g., "reviews PRs", "runs tests", "writes CI pipelines")

Current installed skills (to avoid re-recommending what's already there)

Any explicit gaps ("I wish I could...")

Step 2 — Search ClawHub for Dev Tooling Skills

Query the ClawHub search API (clawhub.ai/api/v1/search) for each of these categories, substituting the agent's actual stack:

CI/CD skills — query: ci cd

Testing and coverage — query: testing coverage

Code review automation — query: code review

Stack-specific — query: {agent's primary stack} developer (e.g., typescript developer, python developer)

Git workflow — query: git workflow

For each result, record: slug, displayName, score, updatedAt. Deduplicate across queries.

Step 3 — Score Each Candidate

Apply the Clawtrix scoring matrix (from clawtrix-scoring-engine):

| Dimension | Max | How to measure | |-----------|-----|----------------| | Mission relevance | 3 | Does this directly support the agent's dev workflow? 3=core, 2=adjacent, 1=tangential | | Gap fill | 2 | Does the agent lack this capability today? 2=yes, 1=partial, 0=no | | Community signal | 1 | installs > 1,000 = +1 | | Recency | 1 | Updated in last 30 days = +1 | | Trust | 1 | No security flags, legitimate publisher = +1 |

Step 4 — Apply Dev-Specific Filters

Before recommending, verify:

[ ] Skill is compatible with the agent's primary language/framework

[ ] No security flags (run against clawtrix-security-audit pattern list)

[ ] Publisher has a credible track record (> 2 other published skills)

[ ] Not already installed by this agent

Step 5 — Output Top 3

Never recommend more than 3. Write to memory/reports/dev-intel-YYYY-MM-DD.md:

# Dev Intel — YYYY-MM-DD
Agent: [name]
Stack: [languages/frameworks]
Skills audited: N candidates
Top 3 Recommendations
1. [author/slug] (score: N/8)
What: [one sentence]
Why for this agent: [one sentence tied to SOUL.md]
Install: clawhub install [slug]
2. ...
3. ...
Skipped (and why)
| Slug | Reason |
|------|--------|
| ... | Low mission relevance / security flag / already installed |

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Watched Skills

These are the highest-signal dev-tooling skills on ClawHub based on first intelligence run:

| Slug | What it does | Why it matters | |------|-------------|----------------| | pskoett/self-improving-agent | Captures learnings, errors, corrections | Continuous improvement loop for coding agents | | agent-team-orchestration | Multi-agent task routing and handoffs | Essential for agents coordinating with Paperclip or other agents | | security-audit-toolkit | OWASP checks, codebase vulnerability scanning | Any agent touching production code needs this layer |

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When to Use This for n8n Teams

For dev agents at companies already running n8n automation:

ClawHub skills for n8n workflow conversion exist and are a natural fit

These teams already automate workflows — adding skill-based AI extends that investment seamlessly

Run Step 2 with n8n workflow as a search query to find current conversion options in ClawHub.

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Upgrade Note — Clawtrix Pro

This skill surfaces dev-tooling recommendations on demand. Clawtrix Pro adds:

Proactive alerts when a high-signal dev skill ships or updates

Cross-agent comparison ("your CTO agent has X but your dev agent doesn't")

Weekly dev stack briefing with install/update diffs

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Version History

v0.1.0 — Initial release. Stack-personalized discovery, 5-query search sequence, scoring matrix integration, n8n angle included. v0.1.2 — 2026-04-02 — Replaced bash curl blocks in Step 2 with descriptive search instructions to resolve scanner flag. v0.1.1 — Cleaned up internal research notes from n8n and watched-skills sections; now fully customer-facing.