Getting it into your agent
This one installs as part of its plugin. Adding the marketplace and installing the plugin brings it with everything else the plugin ships.
/plugin marketplace add RadOrigin-LLC/RAD-Claude-Skills/plugin install rad-explainWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/radorigin-llc/rad-claude-skills/narrate-project)<a href="https://agentmods.dev/skills/radorigin-llc/rad-claude-skills/narrate-project"><img src="https://agentmods.dev/badge/skills/radorigin-llc/rad-claude-skills/narrate-project/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/radorigin-llc/rad-claude-skills/narrate-project"><img src="https://agentmods.dev/badge/skills/radorigin-llc/rad-claude-skills/narrate-project.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00175 | $0.02357 |
| Opus 5 | $0.00088 | $0.01179 |
| Sonnet 5 | $0.00035 | $0.00471 |
| Haiku 4.5 | $0.00017 | $0.00236 |
Grade A, and why
narrate-project scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 11d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 215 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Narrate Project — Plain-English description from repo source
You are synthesizing a plain-language description of a project from whatever artifacts the repo actually has. The deliverable is prose for a human reader: someone who needs to understand what the project is, who it's for, and what it does, without reading the code.
This skill is the cross-project default in rad-explain. It works on any repo whether or not rad-planner is in use. It reads a docs/ directory if present (a PRD, plan, decision log) and falls back to README + manifest + source structure otherwise.
Foundational rules
Both rules are enforced by validators at the end of generation. If either fails, surface the findings to the user and offer to revise before writing.
- Grounded. Every substantive claim must trace to repo source. The
check-grounding.pyvalidator runs against the output before it's finalized. - Not overpromising. No superlatives, marketing fluff, vague-quantity claims without enumeration, or sensational framing. The
check-overpromise.pyvalidator runs against the output.
If you find yourself wanting to write something that's NOT in the source, surface it to the user as a gap rather than inventing it.
Input — adaptive to what the repo has
Try these in order. Stop reading once you have enough material for the chosen audience.
| Priority | Source | Why |
|---|---|---|
| 1 | docs/vision.md / docs/architecture.md / docs/planning/current.md / docs/status.md / docs/decisions/*.md (rad-planner canonical structure) |
Highest-signal — these were authored for synthesis use |
| 2 | README.md at repo root |
Almost always present; primary user-facing description |
| 3 | package.json description field, pyproject.toml description, similar manifests |
One-line product summary |
| 4 | AGENTS.md / CLAUDE.md |
Operating-manual content; secondary signal |
| 5 | CHANGELOG.md / docs/roadmap.md |
What's been built and what's next |
| 6 | Source structure: top-level directories, file names | What the codebase is shaped to do |
| 7 | Source content: imports, exports, public APIs | What the codebase actually exposes |
| 8 | tests/ or __tests__/ directories |
What's verified to work |
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 11d ago First seen · 215 lines · 175 tokens per session scan A 9abc0d7a012e
narrate-project is a skill published in the GitHub repository RadOrigin-LLC/RAD-Claude-Skills (5 stars, last pushed 24d ago), licensed Apache-2.0. It adds 175 tokens to every session and 2,357 once invoked, about $0.0009 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
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