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TDPilot: Skill for Claude Code

.agents/skills/tdpilot-brain-release/SKILL.md

tdpilot-brain-release is a skill for Claude Code from dreamrec/TDPilot. It costs 35 tokens per session (1,325 once invoked), scanned A, original, MIT.

A release-review skill for changes to the TDPilot add-on, its tools, schemas, prompts, resources, and tests.

In plain words
What is it for?
Use it to audit tool counts, manifests, schemas, read-only planning, transaction limits, rollback behavior, validation, and release test coverage.
Why use it?
It helps catch mismatches between the public package, registered tools, behavior, tests, and local-only requirements before release.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin. Also seen: installed under .agents/ (shared by several agents); mentions Codex.

This is dreamrec/TDPilot's own configuration. It tells Claude Code how to work on TDPilot itself, so it is not a mod to install elsewhere. Copy it as a starting point and replace the rules that are about this project. Everything TDPilot configures →

Needs its repository: it runs a file that does not travel with it, so clone the repository first. The line is uv run python scripts/eval_brain_golden.py.

Part of the tdpilot plugin — 8 skills, 6 commands, 4 agents, 4 hooks, 1 MCP server shipped together

not rated 11repo 1mo ago A scan 35 tokens original MIT
View source ↗ dreamrec/TDPilot
Reuse

Borrowing it

Nothing to install: this file belongs to dreamrec/TDPilot. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file
curl -O https://raw.githubusercontent.com/dreamrec/TDPilot/main/.agents/skills/tdpilot-brain-release/SKILL.md
Clone the repo
git clone --depth 1 https://github.com/dreamrec/TDPilot

Made for: Claude Code.

Or install tdpilot, the plugin that ships this one along with the rest of its 8 skills, 6 commands, 4 agents, 4 hooks, 1 MCP server.

Wrote this? Show the measurements

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README.md
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Your own site
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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.

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Your own site · 80×15
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Per session 35 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,325 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original 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 $0.00035 $0.01325
Opus 5 $0.00017 $0.00662
Sonnet 5 $0.00007 $0.00265
Haiku 4.5 $0.00003 $0.00133

Measured 9d ago against content hash ac22e0e98867, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-09, from the pricing page.

Security

Grade A, and why

tdpilot-brain-release 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 9d 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.

.agents/skills/tdpilot-brain-release/SKILL.md · 119 lines

How it starts

The opening of the file, as written. The whole thing — 119 lines — stays where its author put it; the contents beside it link to each section on GitHub.

TDPilot Brain Release Auditor

Use this skill before any vNext brain release, plugin package update, or public surface handoff.

Core Rule

Release only evidence, not confidence. Every public surface change needs a matching test, manifest/schema update, package artifact path, and local-first constraint check.

Required Checks

  • Tool count and manifest:

    • mcp/manifest.json matches registered @mcp.tool and @mcp.resource decorators.
    • src/td_mcp/release_gates.py matches the new minimum tool count.
    • tests/fixtures/tool_schemas.json is regenerated for intentional tool schema changes.

  • Brain behavior:

    • td_brain_plan is read-only.
    • td_brain_execute accepts only a valid BrainPlan.
    • td_transaction_apply enforces max op count, dry run, snapshot, rollback, and validation options.
    • Blocked plans never mutate.

  • Correctness:

    • Unit tests cover schema validation, concept graph validity, profile routing, rollback paths, and severity classification.
    • Fake TD tests cover success, apply failure rollback, validation failure rollback, stale state, missing operators, name conflicts, snapshot failure, and nested undo refusal.
    • Golden evals pass with uv run python scripts/eval_brain_golden.py.
    • Brain smoke dry-run passes with uv run python scripts/brain_live_smoke.py --dry-run.
    • Live TD smoke planning runs with uv run python scripts/brain_live_smoke.py --live when TouchDesigner is available.
    • Brain atlas coverage passes with uv run python scripts/audit_brain_atlas.py.

  • Packaging:

    • Codex skills and custom agents point users toward the brain loop.
    • Claude plugin agents and hooks are deterministic and local.
    • Plugin surface audit passes with uv run python scripts/audit_plugin_surface.py.
    • Complete plugin release gates include scripts/check_release_gates.py with --plugin-surface-report and --require-plugin-surface.
    • When TouchDesigner is available, complete release gates also include the captured live-smoke report with --brain-live-smoke-report and --require-live-smoke.
    • The open MCP core has no hosted LLM dependency.

Read the full file on GitHub · 119 lines

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. 9d ago First seen · 119 lines · 35 tokens per session scan A ac22e0e98867

Subscribe to this mod's changes

tdpilot-brain-release is a skill published in the GitHub repository dreamrec/TDPilot (11 stars, last pushed 1mo ago), licensed MIT. It adds 35 tokens to every session and 1,325 once invoked, about $0.0002 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.

Claude CodeCode reviewGit and workflowReleasesaiaudio-reactiveclaudecreative-codinggenerative-art
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