Agent skill

AI Project Manager

by ChrisTitusTech in ChrisTitusTech/titus-ai

Create and maintain repository planning documents, phased implementation plans, approval checkpoints, task status, and validation evidence for AI-assisted development work.

No licenceAuto-check passedAgent Workflows

Install AI Project Manager

skills CLI
$ npx skills add ChrisTitusTech/titus-ai --skill ai-project-manager -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install ChrisTitusTech/titus-ai ai-project-manager --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/ChrisTitusTech/titus-ai.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/ai-project-manager .claude/skills/ai-project-manager && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
ai-project-manager
GitHub stars
146
Token cost
~700 tokens
SKILL.md length
332 words
Files
6 (incl. assets)
Skills in repo
17
Repo updated
First seen
Licence
None found

At a glance

Create and maintain repository planning documents, phased implementation plans, approval checkpoints, task status, and validation evidence for AI-assisted development work.

  • Works in 8 steps: Inspect repository instructions, current… → Identify which planning documents are… → Determine missing requirements,… → …
  • Tasks that involve Project management
  • SKILL.md covers Workflow, Diagnostics, Safety Rules and Validation
  • Calls git and rg

What it does

AI Project Manager is an agent skill from ChrisTitusTech/titus-ai. Create and maintain repository planning documents, phased implementation plans, approval checkpoints, task status, and validation evidence for AI-assisted development work.

Its SKILL.md is about 700 tokens, which your agent loads only when the skill is triggered. The skill folder holds 8 other files, including assets (for example `agents/openai.yaml`, `assets/project-docs/AGENTS.md` and `assets/project-docs/ROADMAP.md`).

It sits in Agent Workflows, covering Project management and Planning.

When your agent uses it

  • Tasks that involve Project management
  • Tasks that involve Planning

Example prompts

  • “/ai-project-manager”

Workflow steps

8 steps, taken from the first numbered list in SKILL.md.

  1. Inspect repository instructions, current changes, and the active branch.
  2. Identify which planning documents are relevant to the task. Locate each
  3. Determine missing requirements, unresolved decisions, dependencies, risks,
  4. Match planning detail to the task. Create only requested or useful planning
  5. Present the plan and stop when the user requested planning only or reserved
  6. Once implementation is authorized, execute one reviewable phase at a time.
  7. Validate the phase, inspect the diff, summarize evidence, and update task
  8. Hand completed implementation to a pull-request readiness workflow when the

What it can do on your machine

Read from SKILL.md and the folder at commit 162d624. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Shell commands in SKILL.md call:

    • git
    • rg

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md. Its commands use git, which can reach the network depending on how they are called.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

AI Project Manager loads about 700 tokens when it runs. Until then it costs about 48 tokens; SKILL.md has 332 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~48
When it runs · the whole SKILL.md, loaded when a task matches
~700

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

Without a licence we can't republish the file, so here is its outline and opening line. It has 332 words (~700 tokens).

“relevant SPEC.md, ROADMAP.md, or TASKS.md at the repository root first, then under docs/. If both locations contain a relevant document, read both and surface conflicts.”

— opening of SKILL.md by ChrisTitusTech
name
ai-project-manager

Read the full SKILL.md on GitHub

Files

SKILL.md and 5 other files (assets) in .agents/skills/ai-project-manager of ChrisTitusTech/titus-ai.

  • SKILL.md
  • agents/openai.yaml
  • assets/project-docs/AGENTS.md
  • assets/project-docs/ROADMAP.md
  • assets/project-docs/SPEC.md
  • assets/project-docs/TASKS.md

Open the folder on GitHubat commit 162d624

Compare with similar skills

AI Project Manager next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

AI Project Manager compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
AI Project Manager this skillChrisTitusTech/titus-ai146—~700Automated safety check: PassNone
Factory Queuetikalk/adlc-team-skills141—~1.3kAutomated safety check: PassMIT
Init My ProjectMCSLTeam/MCServerLauncher-Future121—~2.1kAutomated safety check: PassGPL-3.0
Work PlanKiyoraka/Project-AI-MemoryCore374—~2kAutomated safety check: PassNone
Manual Planningfjrevoredo/mini-diarium308—~3.7kAutomated safety check: PassMIT
Planning With Filesguanyang/open-agent-hub9772 repos~9.7kAutomated safety check: NotesMIT

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Questions about AI Project Manager

What does AI Project Manager do?

Create and maintain repository planning documents, phased implementation plans, approval checkpoints, task status, and validation evidence for AI-assisted development work. AI Project Manager is an agent skill from ChrisTitusTech/titus-ai. Create and maintain repository planning documents, phased implementation plans, approval checkpoints, task status, and validation evidence for AI-assisted development work.

When should I use AI Project Manager?

AI Project Manager fits situations like: tasks that involve Project management; tasks that involve Planning.

How do I install AI Project Manager in Claude Code?

Run `npx skills add ChrisTitusTech/titus-ai --skill ai-project-manager -a claude-code`. Or copy the skill folder (.agents/skills/ai-project-manager in ChrisTitusTech/titus-ai) into .claude/skills/ai-project-manager in your project. Claude Code loads it when a task matches its description.

How do I install AI Project Manager in Codex?

Run `npx skills add ChrisTitusTech/titus-ai --skill ai-project-manager -a codex`. Or copy the skill folder (.agents/skills/ai-project-manager in ChrisTitusTech/titus-ai) into .agents/skills/ai-project-manager in your project. Codex loads it when a task matches its description.

Can I use AI Project Manager in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add ChrisTitusTech/titus-ai --skill ai-project-manager -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/ai-project-manager, .gemini/skills/ai-project-manager, .github/skills/ai-project-manager and .opencode/skills/ai-project-manager in your project.

What does AI Project Manager need to run?

Going by SKILL.md and its folder, AI Project Manager needs the command-line tools its instructions call (git and rg).

Does AI Project Manager access the network?

SKILL.md contains no URLs. Its commands use git, which can reach the network depending on how they are called. This is read from the text; nothing was executed.

Is AI Project Manager safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does AI Project Manager use?

No licence was found for AI Project Manager or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does AI Project Manager use?

About 700 tokens (SKILL.md is roughly 2.8k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to AI Project Manager?

Skills that share tags, products or a category with AI Project Manager: Factory Queue (tikalk/adlc-team-skills, 141 stars), Init My Project (MCSLTeam/MCServerLauncher-Future, 121 stars), Work Plan (Kiyoraka/Project-AI-MemoryCore, 374 stars) and Manual Planning (fjrevoredo/mini-diarium, 308 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains AI Project Manager?

ChrisTitusTech (a GitHub user) maintains it in ChrisTitusTech/titus-ai, which has 146 GitHub stars. The repository holds 17 skills in this directory. The repository was last updated on October 6, 2026.

Source: ChrisTitusTech/titus-ai on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.