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Guide humans through creating effective instruction rules for coding agents (Copilot, Claude Code, Cursor, Windsurf, Aider, AGENTS.md, CLAUDE.md, .cursorrules, copilot-instructions.md). Trigger when someone asks to create, improve, or write agent instructions, copilot rules, AI coding guidelines, context files, or anything shaping agent behavior. Also trigger on 'agent keeps making mistakes', 'make Copilot follow our conventions', 'write rules for repo', 'set up agent context'. Runs an interactive extraction process — reads codebase first, then guides the human through targeted questions to surface implicit knowledge (past failures, non-obvious conventions, architectural decisions) that code alone can't tell an agent. For analyzing gaps in existing context, use context-gap-analyzer. This skill *creates* the rules.
Claude Skills are markdown + scripts loaded into Claude Code; scanned with the same pipeline.
We found this by crawling public sources and nobody has attested to it. That is how most of the registry gets here, and it is not a mark against the artifact — it only means no authenticated act of publication is on record. An artifact can be the vendor's own and still appear here.
2 critical findings reported by cisco-skill-scanner. The composite score alone does not reflect this — read the per-scanner reports below.
Claude Skills install to a single target, no runtime picker.
nerlo install -- 'andurilcode/craftwork (agent-instruction-forge)'
Manual alternative: copy the skill folder into ~/.claude/skills/ so Claude Code loads it on next launch.
cp -r -- 'andurilcode/craftwork (agent-instruction-forge)' ~/.claude/skills/
Install respects the composite badge: Clean proceeds, Caution prompts for confirmation, and Flagged is refused. Write operations require an API token.
4 of 11 scanners examined this package. The rest do not apply to it — language, ecosystem and packaging decide which analyzers can say anything, and a scanner that cannot examine an artifact reports nothing rather than passing it.
v2.0.11
103 findings · 11.2s
v0.3.74
7 findings · 2.8s
v0.1.0
0 findings · 3.8s
v0.1.0
14 findings · 3.8s
v1.4.0
None of the entry points this scanner reads were found in this artifact. What each scanner covers
0 findings · 0.2s
vv0.3.2
No Go packages were found in this artifact. What each scanner covers
0 findings · 0.1s
v0.1.0
This scanner found nothing in this artifact that it assesses. What each scanner covers
0 findings · 0.9s
No report in this scan: govulncheck, osv-scanner, trivy, trivy_image.
1 scan on record. Every scan's full results are retained immutably for 24 months.
| Completed | Composite | Change | Scanners | Status |
|---|---|---|---|---|
| Aug 21, 2026 | Scan Halted | — | agentshield ·n/a: not applicablecisco-skill-scanner: completeagent-audit-kit: completenerlo-behavioral: completenerlo-install-instruction: completecapslock ·n/a: not applicablenerlo-multi-source ·n/a: not applicable | rejected |
Findings in files this artifact installs stand as reported; a model re-read the rest and said which ones it believes are false positives. This is a second opinion published beside the evidence, not a correction to it: the per-scanner reports above are unchanged, every dismissed finding is still listed there at its original severity, and the score and the Flagged badge are computed from those raw severities alone. Nothing below moved them.
Out of 124 findings across every scanner that examined this package. None of the 2 findings rated critical by their scanner were dismissed.
Two keys had to turn. The model had to name a reason from a fixed list of six, and a deterministic check of ours — over which files this artifact actually installs — had to independently agree. Anything it could not corroborate is in “not reviewed” above, at full severity.
5 Agent instruction file — The match is in a file that instructs an AI coding agent — a CLAUDE.md or similar. It is documentation of intent, and our own check confirmed it is not part of what gets installed.
Rules: opt.nerlo-rules.nerlo-install-run-bundled-artifact · Files: /repo/CLAUDE.md · reported by nerlo-install-instruction
These findings are in files this artifact installs and are not placeholder values. No false-positive basis can be corroborated for such a finding, so this review never dismisses one; they were not sent to the model and stand at their scanner's severity.
92 MANIFEST_MISSING_LICENSE
Files: /repo/plugins/craftwork-context-engineering/skills/context-engineering-orchestrator/SKILL.md, /repo/plugins/craftwork-professional/skills/topic-explainer/SKILL.md, /repo/plugins/craftwork-professional/skills/professional-orchestrator/SKILL.md and 89 more · reported by cisco-skill-scanner
6 opt.nerlo-rules.nerlo-install-shell-inline-command
Files: /repo/plugins/craftwork-all/skills/automate/SKILL.md, /repo/plugins/craftwork-all/skills/automate/references/cookbook.md, /repo/plugins/craftwork-professional/skills/automate/SKILL.md and 3 more · reported by nerlo-install-instruction
5 SOCIAL_ENG_VAGUE_DESCRIPTION
Files: /repo/SKILL.md, /repo/plugins/craftwork-professional/skills/automate/references/SKILL.md, /repo/plugins/craftwork-all/skills/automate/references/SKILL.md and 2 more · reported by cisco-skill-scanner
4 AAK-MARKETPLACE-001
Files: .claude-plugin/marketplace.json · reported by agent-audit-kit
3 AAK-HEALTHCARE-AI-004
Files: skills/context-eval/SKILL.md, skills/context-cartography/SKILL.md, skills/context-debugging/SKILL.md · reported by agent-audit-kit
3 MANIFEST_DESCRIPTION_TOO_LONG
Critical command injection risk in `optimize_harness.py`.
The artifact contains critical command injection vulnerabilities in `optimize_harness.py`, which could lead to arbitrary shell execution. Additionally, high-severity findings in `marketplace.json` require attention. These findings indicate potential for unauthorized operations or data exposure.
Concern level assessed by the review: Critical. This is the review's scale, not the registry badge.
Reviewed by gemini-2.5-flash. The model sees the findings, not your code, and cannot change a score.
Files: /repo/plugins/craftwork-professional/skills/automate/SKILL.md, /repo/plugins/craftwork-all/skills/automate/SKILL.md, /repo/skills/automate/SKILL.md · reported by cisco-skill-scanner
3 opt.nerlo-rules.nerlo-install-run-bundled-artifact
Files: /repo/plugins/craftwork-all/skills/automate/references/cookbook.md, /repo/plugins/craftwork-professional/skills/automate/references/cookbook.md, /repo/skills/automate/references/cookbook.md · reported by nerlo-install-instruction
2 COMMAND_INJECTION_EVAL
Files: /repo/skills/context-eval/optimize_harness.py · reported by cisco-skill-scanner
1 EXCESSIVE_FILE_COUNT
Files: /repo/. · reported by cisco-skill-scanner