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aipdlc

aipdlc is a skill for Claude Code, Codex from mbmd/AIPDLC. It costs 52 tokens per session (1,385 once invoked), scanned C, original, no licence file.

A collection of 11 workflow packages for guiding AI coding agents through the product development lifecycle, from evaluating an idea to testing and compliance. The product development lifecycle is the sequence of steps used to plan, design, build, and check software.

In plain words
What is it for?
Use it for idea evaluation, project initiation, portfolio governance, product ownership, UX design, architecture, workspace generation, compliance, and test accountability.
Why use it?
It gives an agent a structured process for professional software delivery instead of leaving each project step undefined.

Skill for Claude CodeCodex

Which agent this was written for is unclear — body not stored (licence); the path alone says nothing.

not rated 2repo changed 2d ago C scan 52 tokens custom licence

Good fit Use it for idea evaluation, project initiation, portfolio governance, product ownership, UX design, architecture, workspace generation, compliance, and test accountability.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/mbmd/aipdlc/pdlc-packages
View source ↗ mbmd/AIPDLC skills.sh
Install

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.

Any agent
npx skills add mbmd/AIPDLC --skill pdlc-packages
Clone the repo
git clone --depth 1 https://github.com/mbmd/AIPDLC

Made for: Claude Code, Codex.

Wrote 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.

agentmods badge for aipdlc

README.md
[![agentmods](https://agentmods.dev/badge/skills/mbmd/aipdlc/pdlc-packages.svg)](https://agentmods.dev/skills/mbmd/aipdlc/pdlc-packages)
Your own site
<a href="https://agentmods.dev/skills/mbmd/aipdlc/pdlc-packages"><img src="https://agentmods.dev/badge/skills/mbmd/aipdlc/pdlc-packages.svg" alt="Measured on agentmods" height="20"></a>
Per session 52 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,385 The whole file, excluding the scripts and references it only reads on demand.
Security scan C 1 finding. A grade says what 26 rules found in the file — not that it is safe.
Origin unknown No closer match found in the catalogue.
Token cost

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.

ModelPer sessionOnce invoked
Fable 5.1 $0.00052 $0.01385
Opus 5 $0.00026 $0.00692
Sonnet 5 $0.00010 $0.00277
Haiku 4.5 $0.00005 $0.00138

Measured 2d ago against content hash df7928455849, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-07, from the pricing page.

Security

Grade C, and why

aipdlc scanned grade C with 1 finding 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 2d 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.

Recursive force deletehighDestructive command

rm -rf with a variable or a broad path is one typo away from removing the wrong tree.

rm -rf .aiflc-src
pdlc-packages/SKILL.md · 150 lines

The source is not reproduced here

A licence we could not identify

The repository carries a LICENSE file, but it is custom or dual enough that GitHub cannot name it and neither can this catalogue. Unknown terms are not permission, so the body is not copied here. Read the licence at the source and decide for yourself.

Read it on GitHub

Files

What ships with it

60 files 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.

Changes

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.

  1. 2d ago Changed df7928455849
  2. 7d ago First seen · 150 lines · 52 tokens per session scan C 93d25d0dec18

Subscribe to this mod's changes

aipdlc is a skill published in the GitHub repository mbmd/AIPDLC (2 stars, last pushed yesterday), with no licence file. It adds 52 tokens to every session and 1,385 once invoked, about $0.0003 per session on Opus 5. A static security scan graded it C with 1 finding (recursive force delete). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

PlanningProject ManagementTestingagent-skillagent-skillsai-coding-assistantaidlcarchitecturegovernanceprocessproduct-developmentsdlcworkflow
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