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/loki-ai-ch/spec-manager/claudegit clone --depth 1 https://github.com/loki-ai-ch/spec-managerWrote 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/loki-ai-ch/spec-manager/claude)<a href="https://agentmods.dev/agents/loki-ai-ch/spec-manager/claude"><img src="https://agentmods.dev/badge/agents/loki-ai-ch/spec-manager/claude.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 | $0.00000 | $0.00480 |
| Opus 5 | $0.00000 | $0.00240 |
| Sonnet 5 | $0.00000 | $0.00096 |
| Haiku 4.5 | $0.00000 | $0.00048 |
Grade A, and why
CLAUDE 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 4d 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.
Copies of this mod
1 near-identical copy found in the catalogue:
- CODEBUDDY — 88% identical, 16 lines differ
What it actually says
Spec-Driven Development
This project uses spec-manager via the /spec-manager skill.
- Feature work MUST go through
spec-manager. - New or non-trivial work follows L1 -> L2 -> L3 -> Agent Task.
- Never write implementation code without a frozen L3 spec.
- L1/L2 approval advances
draft -> confirmed; one explicit L3 approval (an explicit user approval) advancesdraft -> frozen. - Before code edits, read the frozen L3 spec and create/start an Agent Task.
- planJson
coveredSpecsMUST include the current L3 specCode. - If adaptive workflow is enabled, Task creation records a
standardorgovernedProfile snapshot;governedrequires the frozen L3 to declare## 关键验收标准with valid AC IDs, and task complete requires successful verification evidence covering every critical AC.standardreports missing coverage as warnings. Usespec-manager project profile recommend --request "<work>"for a deterministic, explainable recommendation; it does not auto-enable adaptive workflow and is not a hidden gate. Usespec-manager project profile metrics [--topic <topic>] [--json]for a read-only governance report over Profile adoption, governed coverage gaps, standard warnings, and explicit overrides; metrics does not modify config or historical Tasks. Usespec-manager project readiness critical [--topic <topic>] [--json]for a read-only critical AC readiness report and repair suggestions; it must not auto-generate or insert critical AC. Before enabling adaptive workflow, usespec-manager project workflow preview [--json]for a read-only adoption preview; preview does not write config, migrate historical Tasks, or act as an enable gate. quickremains a restricted lightweight exception and does not create the full L1/L2/L3/Task chain.- Validate L3 markdown plans with
spec-manager spec validate-plan --from-spec <L3-code>. - Record execution with
spec-manager task step; finish withspec-manager task complete. - For research, prefer
spec-manager spec showmetadata first, then--include-contentwhen full context is required.
Use the installed .claude/skills/spec-manager/ skill when the user invokes /spec-manager or approves the next spec-manager step.
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.
- 4d ago First seen · 18 lines · 0 tokens per session scan A 2d9b90571f8e
CLAUDE is an agent published in the GitHub repository loki-ai-ch/spec-manager (5 stars, last pushed 1mo ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 480 tokens. 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.
Other agents, from other repositories
architect
Drafts an Architecture document for a SpecManager feature, grounded in the approved PRD AND the existing codebase. Reads repo source/conventions before writing.
walkthrough-writer
Writes a per-phase Walkthrough document for a SpecManager feature, or — in phase: "final" mode — a feature-level roll-up that links each phase walkthrough.
reviewer
Read-only spec-compliance reviewer. Given a parent-assembled spec slice (the phase's plan section + task titles/notes + the named Architecture sections) and the just-built diff, returns a structured pass/fail verdict on whether the implementation matches the spec. Never writes. Invoked by /specmanager-build after the…
doc-onboard
Discovery and understanding of a codebase. Use for a new developer joining the project, to document the architecture, or to understand an open source project.
ops-infra-code
Infrastructure as Code (Terraform, OpenTofu). Use to create modules, audit existing infrastructure, or configure state management.
legal-privacy-policy
GDPR privacy policy generation. Use to create or update the privacy policy.