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 skills add inkeep/open-knowledge-skills --skill software-lifecyclegit clone --depth 1 https://github.com/inkeep/open-knowledge-skillsWrote 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/inkeep/open-knowledge-skills/software-lifecycle)<a href="https://agentmods.dev/skills/inkeep/open-knowledge-skills/software-lifecycle"><img src="https://agentmods.dev/badge/skills/inkeep/open-knowledge-skills/software-lifecycle/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/inkeep/open-knowledge-skills/software-lifecycle"><img src="https://agentmods.dev/badge/skills/inkeep/open-knowledge-skills/software-lifecycle.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
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 | $0.00132 | $0.01091 |
| Opus 5.5 | $0.00053 | $0.00436 |
| Sonnet 5.5 | $0.00026 | $0.00218 |
| Haiku 4.5 | $0.00013 | $0.00109 |
Grade A, and why
software-lifecycle 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 26d 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 — 56 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Software Lifecycle pack — how to work here
This project holds the doc lifecycle for an engineering team or OSS project. The flow is proposals → decisions → specs → postmortems, with guides as the how-to bucket. This skill holds the workflow so templates and folder descriptions stay clean.
This skill is pack guidance. The platform
/open-knowledgeskill (read/write/preview/linking/grounding rules) still governs every markdown operation — this layers the lifecycle conventions on top.
The flow
proposals/ in-flight RFC-shape design proposals
↓ accepted
decisions/ frozen ADRs (the record of what was decided)
↓ derived
specs/ implementation specs for accepted proposals
↓ when things break
postmortems/ blameless incident write-ups
guides/ how-to / onboarding / runbooks (referenced throughout)
Per-folder rules + agent behaviors
proposals/ — One file per proposal (0001-feature-name.md). Status flows draft → fcp → accepted/rejected. An accepted proposal graduates to a record in decisions/. Shape: Motivation / Design / Drawbacks / Alternatives / Unresolved questions. Agent: when a proposal sits at status: draft more than 14 days, surface it for the author to advance, park, or close.
decisions/ — Architecture Decision Records (MADR / Nygard shape). Frozen once accepted. One file per decision (NNNN-title.md); status proposed/accepted/deprecated/superseded. A new decision that supersedes an older one links back via Supersedes:. Agent: on a new decision, scan existing records touching the same subsystem and surface Supersedes: candidates before commit.
specs/ — Implementation specs derived from accepted proposals. Prefer the github/spec-kit shape: one folder per spec (specs/NNN-name/) with spec.md + plan.md + tasks.md (the pack ships all three templates). References the parent proposal. Agent: when a spec moves to status: shipped, suggest a postmortem template if the owner reports an incident in the spec's subsystem.
What ships with it
1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
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.
- 26d ago Changed e49d561c6d47
- 2mo ago First seen · 56 lines · 132 tokens per session scan A b8f9d5925024
software-lifecycle is a skill published in the GitHub repository inkeep/open-knowledge-skills (17 stars, last pushed 13d ago), licensed MIT. It adds 132 tokens to every session and 1,091 once invoked, about $0.0005 per session on Opus 5.5. 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.
software-lifecycle compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| software-lifecycleinkeep/open-knowledge-skills | Skill | 17 | 13d ago | MIT | A | 132 | Claude Code |
| claude-md-improveranthropics/claude-plugins-official | Skill | 47k | today | Apache-2.0 | A | 82 | Claude Code |
| agent-platform-model-registrygoogle/skills | Skill | 24k | today | Apache-2.0 | A | 60 | Claude Code, Codex |
| google-cloud-solution-agentic-analytics-spark-knowledge-cataloggoogle/skills | Skill | 24k | today | Apache-2.0 | A | 132 | Claude Code, Codex |
| glance-canonical-layoutsandroid/skills | Skill | 10k | today | Apache-2.0 | A | 56 | Claude Code |
| viteantfu/skills | Skill | 6.1k | 5d ago | MIT | A | 49 | Claude Code, Codex |
| twitter-readerhimself65/finance-skills | Skill | 3.5k | 6d ago | MIT | A | 110 | Claude Code |