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 agentmods add instructions/incommensurablehubris/fullstack-director/agents-mdgit clone --depth 1 https://github.com/IncommensurableHubris/fullstack-directorWrote 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/instructions/incommensurablehubris/fullstack-director/agents-md)<a href="https://agentmods.dev/instructions/incommensurablehubris/fullstack-director/agents-md"><img src="https://agentmods.dev/badge/instructions/incommensurablehubris/fullstack-director/agents-md.svg" alt="Measured on agentmods" height="20"></a>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 | $0.01673 | $0.01673 |
| Opus 5 | $0.00837 | $0.00837 |
| Sonnet 5 | $0.00335 | $0.00335 |
| Haiku 4.5 | $0.00167 | $0.00167 |
Grade A, and why
fullstack-director AGENTS.md 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 3d 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 — 82 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Fullstack Director — Framework Instructions
This is the framework's own entry point (Layer A). It tells any AI coding agent — Claude Code, Codex, Gemini CLI, Copilot, Cursor, OpenCode — how to drive Fullstack Director on a target project. It is not the per-project
AGENTS.mdthat skill00-discoverygenerates from a product's Constitution (Layer B); that one lives in the product's repo and is a read-only emission of its spine. Don't conflate the two, and don't build a product inside this framework repo.🚧 The skills are being built skill-by-skill in producer order — see README for current status.
Fullstack Director is a spec-first, cross-harness SDLC skills framework. A single living spec spine
(docs/spec/) is the canonical source of truth for a project's declarations — its requirements, design intent,
and architecture constraints. Each skill performs one verb on the spine, challenging and refining it through a
controlled amendment protocol rather than silently consuming or silently mutating it.
Operating model
- The spine is truth.
docs/spec/specification.md(the Constitution + the REQ registry) is authoritative for every product/scope question. Realization artifacts — design, architecture, code, tests — reference requirements byREQ-NNNand change through drift-detection, never by editing the spine directly. - Declaration vs realization. A declaration is anything the user would object to changing without their
say-so; it lives in the spine and is amendment-gated. Everything the framework derives is a realization; it
lives in a skill's own artifacts and is drift-gated. The two rules and the "would-the-user-object?" test:
shared/spine-boundary.md— the keystone. - Amendments are controlled. A skill that finds the spine wrong proposes an amendment in one of three tiers —
auto-apply (one defensible answer, no behavior change) / gate (user-observable or named-technology change —
pause for the user) / defer (scope change →
00 reflect) — each logged as a structured row. Classification rule: escalate when uncertain. Protocol:shared/spec-amendment-protocol.md. - Verification is context-isolated. Review and reconciliation run from a fresh spawner so they cannot
self-prefer. Where a harness supports subagents they spawn; elsewhere they run as a fresh top-level invocation —
isolation comes from the fresh spawner, not the spawn mechanism. Protocol:
shared/subagent-protocol.md. - The director's surfaces speak the director's language. Verdict reports open with a stakes-first brief,
every gate question follows shared plain-writing rules, and a "ship it anyway" decision is a dated ruling
on a director-owned surface (
user-ratified <date>— empty fails closed) that gates read, releases quote, and the next sprint's plan must carry. One home:shared/director-communication.md. - One home per fact. Where every durable artifact lives and how it is named:
shared/artifact-map.md. Each skill also self-declares its own I/O — the skill is the source of truth for its paths; the map is the cross-skill index.
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.
- 3d ago First seen · 82 lines · 1,673 tokens per session scan A b08d736b550d
fullstack-director AGENTS.md is an instructions file published in the GitHub repository IncommensurableHubris/fullstack-director (5 stars, last pushed 23d ago), licensed MIT. It adds 1,673 tokens to every session, about $0.0084 per session on Opus 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.
Other instructions, from other repositories
superpowers GEMINI.md
Gemini CLI instructions for obra/superpowers, a project described as: An agentic skills framework & software development methodology that works.
spec-kitty AGENTS.md
AGENTS.md instructions for Priivacy-ai/spec-kitty, covering spec kitty development guidelines, ⚠️ critical: load the project charter first, ⚠️ critical: template source location, ⚠️ critical: use canonical sources, never improvise and ⚠️ critical: git workflow — no direct pushes to origin/main.
spec-superflow GEMINI.md
Gemini CLI instructions for MageByte-Zero/spec-superflow, covering spec-superflow and spec-superflow v1.2.0 | 阶段: {{state}} | 工作流: {{workflow}}.
autospec AGENTS.md
Instructions for ariel-frischer/autospec, covering agents.md, prerequisites, commands, build & dev and single test.
gangsta AGENTS.md
Instructions for kucherenko/gangsta, covering contributing to gangsta, what this is, what will not be accepted, skill changes and the laws apply to contributors too.
featherspec memory-bank.instructions.md
FeatherSpec Memory Bank writing rules (thin loader).