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Trajectory Control

Category: Content  ·  Sub-category: content-misc  ·  Last updated:
The operator on-ramp to trajectory control (`trajctl`) — fak's live, forward-progress control plane over a DECLARED objective. Teaches the one primitive that carries the family (anything you want to progress gets a named, witnessed score, and every move is either improve-the-score or improve-the-scorer), then the four operator loops: declare an objective + plan + budget, read the CURVE (never a point) for the closed signal vocabulary (HEALTHY / STALL / DRIFT / DETOUR_OVERRUN), apply the when-to-nudge doctrine (the REGIME GATE — a healthy curve means do nothing; intervening in a high-scoring run is harm), budget a detour as a child objective that must RETURN, and run the meta loop (score the scorers against witnessed outcomes). Positioned against trajectory-audit (retrospective token/cost sweep of past transcripts) and trajectory-garden (gardening a recorded corpus): trajectory-control steers a LIVE objective forward, it does not audit or prune the past. Use when the operator says "keep this long session on its goal", "why did the agent drift", "should I interrupt this run", "budget the side-quest", "declare an objective and score progress", or on a /loop cadence to keep a long-horizon session or sub-agent fleet pointed at what it was asked to do.
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From the source SKILL.md

The one primitive carries the whole family: anything you want to progress gets a named score, and every conversation about progress becomes one of two moves — improve the score or improve the scoring method. A goal without a score is a wish; a score without a curve is a snapshot. Steering reads curves, never points. The doctrine, witness rungs, steering ladder, and SOTA anchors live in docs/notes/TRAJECTORY-CONTROL-SCORE-ANYTHING-2026-07-03.md (epic #2533); this skill is the runnable operator path over the shipped spine.

What this skill does

Trajectory Control is a community-contributed Claude Code skill in the content-misc sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/trajectory-control/ and loads when your prompt matches the skill's trigger.

When to invoke it: Use when the operator says "keep this long session on its goal", "why did the agent drift", "should I interrupt this run", "budget the side-quest", "declare an objective and score progress", or on a /loop cadence to keep a long-horizon session or sub-agent fleet pointed at what it was asked to do.

Who uses this skill

The Trajectory Control Claude Code skill is built for content creators, marketers, copywriters, SEO professionals, and editorial teams. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 178,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/trajectory-control
curl -L https://claudskills.com/skills/trajectory-control/SKILL.md \
  -o ~/.claude/skills/trajectory-control/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/trajectory-control/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/trajectory-control/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\trajectory-control\SKILL.md on Windows. See the full install guide for step-by-step instructions.

Telegram

📱 Install from your phone or desktop Telegram

Open @claudskills_bot on Telegram, tap Open Desktop App, and the desktop app installs this skill for you. Or share the bot link with a colleague — they get the same one-tap install. Learn more →

Pro

One-click install via the desktop app

The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.

Pro

For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.

Frequently asked questions

How do I install the Trajectory Control Claude Code skill?
Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/trajectory-control/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.
What does the Trajectory Control skill do?
The operator on-ramp to trajectory control (`trajctl`) — fak's live, forward-progress control plane over a DECLARED objective. Teaches the one primitive that carries the family (anything you want to progress gets a named, witnessed score, and every move is either improve-the-score or improve-the-scorer), then the four operator loops: declare an objective + plan + budget, read the CURVE (never a point) for the closed signal vocabulary (HEALTHY / STALL / DRIFT / DETOUR_OVERRUN), apply the when-to-nudge doctrine (the REGIME GATE — a healthy curve means do nothing; intervening in a high-scoring run is harm), budget a detour as a child objective that must RETURN, and run the meta loop (score the scorers against witnessed outcomes). Positioned against trajectory-audit (retrospective token/cost sweep of past transcripts) and trajectory-garden (gardening a recorded corpus): trajectory-control steers a LIVE objective forward, it does not audit or prune the past. Use when the operator says "keep this long session on its goal", "why did the agent drift", "should I interrupt this run", "budget the side-quest", "declare an objective and score progress", or on a /loop cadence to keep a long-horizon session or sub-agent fleet pointed at what it was asked to do.
Is this skill free to install?
Yes. ClaudSkills is an open registry — every skill keeps its source repository's license, and manual install via copy is free. ClaudSkills Pro ($9/mo, $79/yr, or $149 one-time) adds one-click install via the desktop app and a multi-signal Quality Score.
When should I use the Trajectory Control skill?
Use Trajectory Control when your Claude Code task falls under the Content category — specifically in the content misc area. Claude Code auto-discovers installed skills and invokes the right one based on the task description, so you can also ask Claude directly (e.g. "use Trajectory Control" or describe the task and let Claude pick). Browse related skills at /category/content/.
What is a Claude Code skill and how does the Trajectory Control skill fit in?
A Claude Code skill is a SKILL.md file that lives under ~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. Trajectory Control is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the Content category. Learn more at /learn/what-is-a-claude-skill/.

Attribution & license

Cite this skill

If you reference this skill in a blog post, paper, or documentation, you can cite it as:

APA
anthony-chaudhary. (2026). Trajectory Control [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/trajectory-control/
BibTeX
@misc{trajectory-control-2026,
  author    = {anthony-chaudhary},
  title     = {Trajectory Control [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/trajectory-control/}
}

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Grade A · scanned 2026-08-07 — free static scan against the OWASP Agentic Skills Top 10.

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