Borrowing it
Nothing to install: this file belongs to davidmatousek/tachi. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/davidmatousek/tachi/main/.claude/skills/aod-stack/SKILL.mdgit clone --depth 1 https://github.com/davidmatousek/tachiWrote 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/davidmatousek/tachi/aod-stack)<a href="https://agentmods.dev/skills/davidmatousek/tachi/aod-stack"><img src="https://agentmods.dev/badge/skills/davidmatousek/tachi/aod-stack/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/davidmatousek/tachi/aod-stack"><img src="https://agentmods.dev/badge/skills/davidmatousek/tachi/aod-stack.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector warn
SkillSpector: 1 finding, up to medium
These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →
- medium Memory Poisoning · line 133 Skill injects content designed to persist in agent memory or context across interactions. Persistent injection can alter agent behavior long after the initial interaction.Fix: Do not allow untrusted input to persist in agent memory or context. Validate all content before storing and implement memory isolation between sessions.
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 | $0.00042 | $0.04526 |
| Opus 5.5 | $0.00017 | $0.01810 |
| Sonnet 5.5 | $0.00008 | $0.00905 |
| Haiku 4.5 | $0.00004 | $0.00453 |
Grade A, and why
aod-stack 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 1mo 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:
- aod-stack — 100% identical, 0 lines differ
How it starts
The opening of the file, as written. The whole thing — 501 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Stack Pack Management Skill
Activate, list, and manage stack packs that encode technology-specific conventions, security patterns, and agent persona supplements into AOD.
Subcommands
| Command | Purpose |
|---|---|
/aod.stack use {pack-name} |
Activate a stack pack |
/aod.stack list |
Show available packs and active status |
/aod.stack remove |
Deactivate the active pack |
/aod.stack scaffold |
Scaffold project structure from the active pack |
/aod.stack use {pack-name}
Activate a stack pack by copying its rules, generating a persona loader, and persisting activation state.
Step 1: Validate the pack exists
- Check that
stacks/{pack-name}/exists as a directory. - Check that
stacks/{pack-name}/STACK.mdexists and is non-empty. - If the directory or STACK.md does not exist, display the error:
Then stop.Pack not found: {pack-name} Available packs: - {list each directory under stacks/ that contains a STACK.md} Use: /aod.stack use {pack-name}
Step 2: Handle already-active pack
- Read
.aod/stack-active.jsonif it exists. - If another pack is active (the
packfield differs from{pack-name}):- Prompt the user: "Pack
{current-pack}is currently active. Switch to{pack-name}? This will deactivate{current-pack}first. (y/n)" - If the user declines, stop.
- If the user confirms, execute full deactivation:
a. Delete all files in
.claude/rules/stack/. b. Delete.aod/stack-active.json.
- Prompt the user: "Pack
- If the same pack is already active (
packfield equals{pack-name}):- Prompt: "Pack
{pack-name}is already active. Re-activate to update rules and persona loader? (y/n)" - If the user declines, stop.
- If the user confirms, proceed (this refreshes rules from the pack source).
- Prompt: "Pack
Step 3: Detect and resolve inconsistent state
Before proceeding, check for inconsistencies:
- If
.aod/stack-active.jsonexists but is not valid JSON:- Warn: "Inconsistent state:
.aod/stack-active.jsonis corrupted. Cleaning up stale state." - Delete all files in
.claude/rules/stack/. - Delete
.aod/stack-active.json. - Then continue with activation.
- Warn: "Inconsistent state:
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.
- 1mo ago First seen · 501 lines · 42 tokens per session scan A bc455dab8d27
aod-stack is a skill published in the GitHub repository davidmatousek/tachi (94 stars, last pushed 4d ago), licensed Apache-2.0. It adds 42 tokens to every session and 4,526 once invoked, about $0.0002 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 2026-08-30.
Other skills, from other repositories
usap-program-manager
Security program manager and passive lifecycle orchestrator (cs-security-program-manager). Use for security roadmap planning, program health scanning, debt tracking, facilitated reviews, or when the user says "security roadmap", "program planning", "security debt", "proactive scan", or "program review".
usap-alex
Universal USAP security advisor (cs-security-analyst). Use for any security question, alert triage (AT), threat hunt (TH), compromise assessment (CA), or when the user says "activate Alex", "start USAP", or asks what USAP can do.
usap-ciso
CISO and executive security advisor (cs-ciso-advisor). Use for board reports, executive risk briefings, regulatory gap assessments, cyber insurance inputs, or when the user says "board report", "CISO brief", "executive summary", "risk posture for leadership", or "regulatory update".
usap-incident-responder
Active incident command and response (cs-incident-responder). Use when there is a confirmed or suspected active incident, for containment decisions, forensic investigation, SEV declaration, or when the user says "declare incident", "start IR", "we have an active breach", or "forensics".
usap-red-teamer
Offensive security coordinator (cs-red-teamer). Use for red team campaign planning, attack path analysis, engagement scoping, adversary simulation, or when the user says "red team", "pentest", "attack simulation", "run an engagement", or "offensive security". Requires explicit authorization scope.
pipeline-security-scan
../../../appsec-devsecops/pipeline-security-scan/SKILL.md.