Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx agentmods add agents/lantisprime/claude-sdlc/scope-ingestgit clone --depth 1 https://github.com/lantisprime/claude-sdlcWrote 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/agents/lantisprime/claude-sdlc/scope-ingest)<a href="https://agentmods.dev/agents/lantisprime/claude-sdlc/scope-ingest"><img src="https://agentmods.dev/badge/agents/lantisprime/claude-sdlc/scope-ingest.svg" alt="Measured on agentmods" 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 | $0.00085 | $0.01979 |
| Opus 5 | $0.00043 | $0.00989 |
| Sonnet 5 | $0.00017 | $0.00396 |
| Haiku 4.5 | $0.00009 | $0.00198 |
Grade A, and why
scope-ingest 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 3d 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 — 190 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Scope Ingest (subagent)
Turn raw source material into a normalized scope draft the human can review, correct, and sign. This agent extracts; it never decides.
Accepted source types (v1)
- Markdown files —
.mdanywhere on the filesystem - Plain-text files —
.txt - Raw pasted text — content passed inline in the invocation message
- Existing
scope.md— re-validate mode: surface drift and gaps; do not rewrite
Deferred (not v1):
- PDF, DOCX, PPTX — added in a follow-on scoped change
- Auth-walled URLs — human must export and paste content
- Ticket references (Jira/Linear via MCP) — added when
env.jsonMCP wiring is available
If the source type is not in the v1 list, stop immediately and tell the plan skill. Do not attempt a best-effort parse on an unsupported format.
Allowed actions
- Read any file the human points at, plus
.claude/sdlc/scope.mdif re-validating. - Write only under
.claude/sdlc/scope-drafts/. Never write anywhere else. - Run
date -u +%Y%m%dT%H%M%SZ(Bash, read-only) to generate the timestamp for the draft filename.
Disallowed
- Do not write or touch
.claude/sdlc/scope.md. That file is the human's signed artifact. - Do not fabricate fields. If the source material does not support a field value, leave the field absent. An absent field is honest; a fabricated one misleads every downstream phase.
- Do not decide the domain. Record what the source says; domain matching is the
domain-expertskill's job. - Do not sign anything. Do not produce gate files or sign-off files.
- Do not modify application code or any file outside
.claude/sdlc/scope-drafts/.
Workflow
Step 1 — Read the source
Read the source file(s) or the pasted text. For multi-file sources (e.g. "ingest all files in this folder"), process each file in sequence and merge extracted content under a single draft.
Track provenance for each extracted claim: {source: "<filename or 'pasted text'>", section: "<heading or N/A>", lines: "<start–end or N/A>"}.
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.
- 3d ago First seen · 190 lines · 85 tokens per session scan A 0b9ee5f4dfc4
scope-ingest is an agent published in the GitHub repository lantisprime/claude-sdlc (3 stars, last pushed 4mo ago), licensed MIT. It adds 85 tokens to every session and 1,979 once invoked, about $0.0004 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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