Threat Detection
alirezarezvani/claude-skills
A skill your agent uses when hunting for threats in an environment, analyzing IOCs, or detecting behavioral anomalies in telemetry.
Detect project type, AIWG framework state, team configuration, and active work to summarize status and recommend next actions
MITAuto-check passed
Install Project Awareness
$ npx skills add jmagly/aiwg --skill project-awareness -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install jmagly/aiwg project-awareness --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/jmagly/aiwg.git skills-src && mkdir -p .claude/skills && cp -r skills-src/agentic/code/plugins/utils/skills/project-awareness .claude/skills/project-awareness && rm -rf skills-srcUse ~/.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/
Install the "project-awareness" agent skill from https://github.com/jmagly/aiwg/tree/main/agentic/code/plugins/utils/skills/project-awareness into .claude/skills/project-awareness/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "project-awareness", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/jmagly/aiwg/tree/main/agentic/code/plugins/utils/skills/project-awarenessType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add jmagly/aiwg --skill project-awareness -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install jmagly/aiwg project-awareness --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jmagly/aiwg.git skills-src && mkdir -p .agents/skills && cp -r skills-src/agentic/code/plugins/utils/skills/project-awareness .agents/skills/project-awareness && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "project-awareness" agent skill from https://github.com/jmagly/aiwg/tree/main/agentic/code/plugins/utils/skills/project-awareness into .agents/skills/project-awareness/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "project-awareness", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add jmagly/aiwg --skill project-awareness -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install jmagly/aiwg project-awareness --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jmagly/aiwg.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/agentic/code/plugins/utils/skills/project-awareness .cursor/skills/project-awareness && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "project-awareness" agent skill from https://github.com/jmagly/aiwg/tree/main/agentic/code/plugins/utils/skills/project-awareness into .cursor/skills/project-awareness/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "project-awareness", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/jmagly/aiwg.git --path agentic/code/plugins/utils/skills/project-awareness--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add jmagly/aiwg --skill project-awareness -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install jmagly/aiwg project-awareness --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jmagly/aiwg.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/agentic/code/plugins/utils/skills/project-awareness .gemini/skills/project-awareness && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "project-awareness" agent skill from https://github.com/jmagly/aiwg/tree/main/agentic/code/plugins/utils/skills/project-awareness into .gemini/skills/project-awareness/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "project-awareness", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install jmagly/aiwg project-awarenessInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add jmagly/aiwg --skill project-awareness -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/jmagly/aiwg.git skills-src && mkdir -p .github/skills && cp -r skills-src/agentic/code/plugins/utils/skills/project-awareness .github/skills/project-awareness && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "project-awareness" agent skill from https://github.com/jmagly/aiwg/tree/main/agentic/code/plugins/utils/skills/project-awareness into .github/skills/project-awareness/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "project-awareness", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add jmagly/aiwg --skill project-awareness -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install jmagly/aiwg project-awareness --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jmagly/aiwg.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/agentic/code/plugins/utils/skills/project-awareness .opencode/skills/project-awareness && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "project-awareness" agent skill from https://github.com/jmagly/aiwg/tree/main/agentic/code/plugins/utils/skills/project-awareness into .opencode/skills/project-awareness/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "project-awareness", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
project-awareness- GitHub stars
- 220
- Token cost
- ~2.3k tokens
- SKILL.md length
- 589 words
- Files
- 4 (incl. scripts, references)
- Skills in repo
- 11
- Repo updated
- First seen
- Licence
- MIT
At a glance
Detect project type, AIWG framework state, team configuration, and active work to summarize status and recommend next actions
- Works in 5 steps: Detects project type → Identifies AIWG state → Parses team configuration → …
- SKILL.md covers Triggers, Purpose, Behavior and Trigger Phrase Mappings, plus 11 more sections
- Runs Python scripts from its folder; calls python
What it does
Project Awareness is an agent skill from jmagly/aiwg. Detect project type, AIWG framework state, team configuration, and active work to summarize status and recommend next actions
Its SKILL.md is about 2.3k tokens, which your agent loads only when the skill is triggered. The skill folder holds 5 other files, including scripts and reference files (for example `references/phase-guide.md`, `scripts/project_awareness.py` and `scripts/status_check.py`).
The repository describes itself as: Cognitive architecture for AI-augmented software development. Specialized agents, structured workflows, and multi-platform deployment. Claude Code · Codex · Copilot · Cursor ·… The licence is MIT.
Example prompts
- “/project-awareness”
Requirements
- Python 3
- Node.js
Workflow steps
5 steps, taken from the first numbered list in SKILL.md.
- Detects project type
- Identifies AIWG state
- Parses team configuration
- Loads recent activity
- Builds context object
What it can do on your machine
Read from SKILL.md and the folder at commit dda238f. 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
Ships 2 files in scripts/ (Python), which the agent can run.
Shell commands in SKILL.md call:
python
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
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
Project Awareness loads about 2.3k tokens when it runs, and up to ~2.6k if it reads all its reference files. Until then it costs about 36 tokens; SKILL.md has 589 words of instructions outside code blocks.
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); the scripts in this folder are not scanned.
SKILL.md
The full file from jmagly/aiwg at commit dda238f, republished under its MIT licence (© jmagly). 589 words, ~2,286 tokens.
Download SKILL.mdSave it as
.claude/skills/project-awareness/SKILL.md (or your agent's skills folder). This skill also uses 3 other files; get the full folder from GitHub.- name
- project-awareness
- description
- Detect project type, AIWG framework state, team configuration, and active work to summarize status and recommend next actions
- namespace
- aiwg
- platforms
- all
project-awareness
Comprehensive project context detection and state awareness.
Triggers
Alternate expressions and non-obvious activations (primary phrases are matched automatically from the skill description):
- "where are we" / "what's next" → project state summary
- "what's blocking" in project context → status + blockers
- "sprint status" → iteration awareness
Purpose
This skill provides rich project context awareness including:
- Project type and technology stack detection
- AIWG framework state (installed frameworks, current phase)
- Team configuration and agent assignments
- Recent activity and artifact status
- Active work detection (branches, PRs, iterations)
- Recommendations for next actions
Behavior
When triggered, this skill:
Detects project type:
- Monorepo vs single project
- Library vs application vs service
- Web, API, CLI, mobile, etc.
- Programming languages and frameworks
Identifies AIWG state:
- Installed frameworks (SDLC, MMK, addons)
- Current lifecycle phase
- Active iteration (if applicable)
- Deployed agents and commands
Parses team configuration:
- Team roster from
.aiwg/team/ - Agent assignments
- Role responsibilities
- Team roster from
Loads recent activity:
- Git log (recent commits, active branches)
- Recent artifact changes
- Open PRs and issues
Builds context object:
- Structured data for other skills
- Summary for user display
- Recommendations for next actions
Trigger Phrase Mappings
| Natural Language | Action |
|---|---|
| "Where are we?" | Check phase status, recent activity |
| "What's next?" | Identify pending tasks, next milestone |
| "Project status" | Full status report |
| "Current phase" | Phase name + completion percentage |
| "Ready to transition?" | Gate criteria check |
| "What's blocking us?" | Risk register + blockers |
| "How long until..." | Milestone progress estimate |
| "Who owns..." | Team and agent assignments |
Information Sources
Primary Sources (Check First)
.aiwg/planning/phase-status.md- Current phase and progress.aiwg/planning/iteration-plan.md- Current iteration tasks.aiwg/gates/- Gate criteria and validation status
Secondary Sources
.aiwg/risks/risk-register.md- Active risks and blockers.aiwg/team/agent-assignments.md- Who's working on what.aiwg/requirements/- Requirements completion status.aiwg/architecture/- Architecture baseline status
Context Sources
CLAUDE.md- Project configuration.aiwg/intake/project-intake.md- Original project scope- Git log - Recent activity
Context Object Structure
{
"project": {
"name": "my-project",
"type": "application",
"subtype": "web-api",
"root": "/path/to/project",
"description": "From package.json or README"
},
"tech_stack": {
"languages": ["typescript", "python"],
"runtime": "node",
"framework": "express",
"package_manager": "npm",
"database": "postgresql",
"testing": "vitest",
"ci_cd": "github-actions"
},
"aiwg": {
"installed": true,
"frameworks": ["sdlc-complete"],
"addons": ["aiwg-utils", "voice-framework"],
"phase": "elaboration",
"iteration": 3,
"agents_deployed": 45,
"commands_deployed": 38
},
"team": {
"members": [
{"name": "John", "role": "tech-lead", "agent": "architecture-designer"}
],
"agent_assignments": {
"architecture-designer": "John",
"test-architect": "Jane"
}
},
"activity": {
"current_branch": "feature/user-auth",
"recent_commits": [...],
"open_prs": [...],
"modified_artifacts": [...],
"last_gate_check": "2025-12-05"
},
"artifacts": {
"total": 24,
"by_status": {
"draft": 5,
"review": 3,
"baselined": 16
},
"recent": [...]
},
"recommendations": [
"Complete SAD review (2 reviewers pending)",
"Run gate-check for Elaboration exit",
"Update risk register (7 days stale)"
]
}Response Formats
Quick Status (Default)
Phase: [Current Phase] ([X]% complete)
Iteration: [N] of [Total]
Next Milestone: [Milestone Name] - [Date/Status]
Blockers: [Count] ([List if < 3])Full Status (On Request)
## Project: [Name]
Phase: [Phase] | Iteration: [N]
Started: [Date] | Target: [Date]
### Completion
- Requirements: [X]%
- Architecture: [X]%
- Implementation: [X]%
- Testing: [X]%
### Active Work
- [Task 1] - [Owner] - [Status]
- [Task 2] - [Owner] - [Status]
### Blockers/Risks
- [Risk 1] - [Severity] - [Mitigation]
### Next Steps
1. [Action 1]
2. [Action 2]Detection Methods
Project Type Detection
| Indicator | Project Type |
|---|---|
| package.json + src/index.ts | Node.js application |
| package.json + lib/ | Node.js library |
| setup.py or pyproject.toml | Python package |
| Cargo.toml | Rust project |
| go.mod | Go module |
| pom.xml | Java Maven project |
| turbo.json or lerna.json | Monorepo |
Framework Stack Detection
| Files | Framework |
|---|---|
| next.config.js | Next.js |
| angular.json | Angular |
| vite.config.ts | Vite |
| django, manage.py | Django |
| express in package.json | Express |
| fastapi in requirements | FastAPI |
Show full SKILL.md (233 more words)Show less
AIWG State Detection
| Location | Information |
|---|---|
| .aiwg/ | AIWG artifacts directory exists |
| .aiwg/config/registry.json | Installed frameworks |
| .aiwg/planning/phase-plan-*.md | Current phase |
| .aiwg/planning/iteration-*.md | Current iteration |
| .claude/agents/ | Deployed agents |
| .claude/commands/ | Deployed commands |
Phase Detection Heuristics
| Artifacts Present | Likely Phase |
|---|---|
| intake/ only | Concept/Inception |
| requirements/ + architecture/ draft | Inception |
| architecture/ baselined | Elaboration |
| testing/ + deployment/ draft | Construction |
| deployment/ baselined | Transition |
| All baselined + production logs | Production |
Phase Reference
| Phase | Description | Key Artifacts |
|---|---|---|
| Inception | Vision, risks, feasibility | intake forms, business case |
| Elaboration | Architecture baseline | SAD, ADRs, test strategy |
| Construction | Feature implementation | code, tests, reviews |
| Transition | Deployment, handover | runbooks, training |
| Production | Operations, iteration | monitoring, incidents |
Command Bindings
This skill may trigger these commands based on context:
| Context | Command |
|---|---|
| User wants full report | /project-status |
| User asks about health | /project-health-check |
| User asks about gate readiness | /flow-gate-check [phase] |
| User seems lost on next steps | Suggest relevant flow command |
Usage Examples
Session Start Context
Model auto-invokes project-awareness
Returns:
"Project: MyAPI (Node.js/Express API)
Phase: Elaboration (Iteration 3)
Team: 4 members assigned
Recent: SAD approved, Test Plan in review
Recommendations:
- Complete Test Plan review
- Begin Construction planning"Explicit Query
User: "What phase are we in?"
Skill returns:
"Current Phase: Elaboration
Milestone: Architecture Baseline (ABM)
Progress: 75% complete
Completed:
✓ Requirements baseline
✓ SAD approved
✓ 3/5 ADRs written
Remaining:
- Test Plan approval
- Risk register update
- Gate check"Team Query
User: "Who owns the architecture?"
Skill returns:
"Architecture ownership:
- Lead: John (architecture-designer)
- Reviewers: Jane (security-architect), Bob (test-architect)
Recent activity:
- SAD v1.2 updated 2 days ago
- ADR-005 created yesterday"CLI Usage
# Full context dump
python project_awareness.py --full
# Specific aspects
python project_awareness.py --tech-stack
python project_awareness.py --aiwg-state
python project_awareness.py --team
python project_awareness.py --activity
# JSON output
python project_awareness.py --full --json
# Recommendations only
python project_awareness.py --recommendationsIntegration
This skill provides context for:
artifact-orchestration: Knows current phase for artifact selectiongate-evaluation: Knows what gate to checkparallel-dispatch: Knows which agents are relevanttemplate-engine: Knows project name, type for templates- All SDLC flows: Phase and iteration context
- All other skills that need project context
Caching
Context is cached for performance:
- Tech stack: Cached until package files change
- AIWG state: Cached for 5 minutes
- Activity: Refreshed on each call
- Team: Cached until team files change
Cache location: .aiwg/working/context-cache.json
References
- Team configuration:
.aiwg/team/ - Phase plans:
.aiwg/planning/ - Registry:
.aiwg/config/registry.json - Artifact index:
.aiwg/reports/artifact-index.json
© jmagly, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
SKILL.md and 3 other files (scripts, references) in agentic/code/plugins/utils/skills/project-awareness of jmagly/aiwg.
- SKILL.md
- references/phase-guide.md
- scripts/project_awareness.py
- scripts/status_check.py
Open the folder on GitHubat commit dda238f
Compare with similar skills
Project Awareness 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.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Project Awareness this skilljmagly/aiwg | 220 | — | ~2.3k | Automated safety check: Pass | MIT | |
| Threat Detectionalirezarezvani/claude-skills | 28k | — | ~3.5k | Automated safety check: Pass | MIT | |
| Resemble Detectgithub/awesome-copilot | 40k | 3 repos | ~4.1k | Automated safety check: Pass | Apache-2.0 | |
| Pii Detectruvnet/ruflo | 74k | — | ~350 | Automated safety check: Notes | MIT | |
| Detecting Dnp3 Protocol Anomaliesmukul975/Anthropic-Cybersecurity-Skills | 34k | — | ~3.6k | Automated safety check: Pass | Apache-2.0 | |
| Detecting Attacks On Scada Systemsmukul975/Anthropic-Cybersecurity-Skills | 34k | — | ~6.9k | Automated safety check: Pass | Apache-2.0 |
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Questions about Project Awareness
What does Project Awareness do?
Detect project type, AIWG framework state, team configuration, and active work to summarize status and recommend next actions. Project Awareness is an agent skill from jmagly/aiwg.
How do I install Project Awareness in Claude Code?
Run `npx skills add jmagly/aiwg --skill project-awareness -a claude-code`. Or copy the skill folder (agentic/code/plugins/utils/skills/project-awareness in jmagly/aiwg) into .claude/skills/project-awareness in your project. Claude Code loads it when a task matches its description.
How do I install Project Awareness in Codex?
Run `npx skills add jmagly/aiwg --skill project-awareness -a codex`. Or copy the skill folder (agentic/code/plugins/utils/skills/project-awareness in jmagly/aiwg) into .agents/skills/project-awareness in your project. Codex loads it when a task matches its description.
Can I use Project Awareness 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 jmagly/aiwg --skill project-awareness -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/project-awareness, .gemini/skills/project-awareness, .github/skills/project-awareness and .opencode/skills/project-awareness in your project.
What does Project Awareness need to run?
Going by SKILL.md and its folder, Project Awareness needs Python for the scripts in its folder and the command-line tools its instructions call (python). Our summary lists: Python 3; Node.js.
Does Project Awareness access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Project Awareness 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. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.
What licence does Project Awareness use?
Project Awareness is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Project Awareness use?
About 2.3k tokens (SKILL.md is roughly 9.1k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 332 tokens, read only when the agent opens those files.
What are the alternatives to Project Awareness?
Skills that share tags, products or a category with Project Awareness: Threat Detection (alirezarezvani/claude-skills, 28k stars), Resemble Detect (github/awesome-copilot, 40k stars), Pii Detect (ruvnet/ruflo, 74k stars) and Detecting Dnp3 Protocol Anomalies (mukul975/Anthropic-Cybersecurity-Skills, 34k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Project Awareness?
jmagly (a GitHub user) maintains it in jmagly/aiwg, which has 220 GitHub stars. The repository holds 11 skills in this directory. The repository was last updated on October 8, 2026.
Source: jmagly/aiwg on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.