Trajectory Garden
One repeatable gardening pass over a trajectory corpus — the JSONL of per-turn Turn rows a fak trajectory.Recorder exports. Uses the `fak traj` toolkit (the data plane + the simhash reference vector-similarity primitive + the pluggable scorer seam) to find the trajectories worth a human's attention — near-duplicate queries the lexical ranker misses, cost outliers, and traces the kernel kept refusing — then PROPOSES prune candidates (it never deletes). The reference application of fak's trajectory observability primitives: proof that a trivial skill can build memory/trajectory gardening ON TOP of the defaults, and the starting point you fork to add your own scorers. Use after a recording run, when a memory store has bloated with redundant work, or on a /loop cadence to keep an agent's trajectory memory lean and its bad-query clusters visible.
Security AStatic scan found no risk patternsHow grading works ›
From the source SKILL.md
The shape: export/locate the corpus → score it with the reference scorers → read the findings worst-first → propose prunes (fak traj gc) → hand the operator the prune list to approve. Nothing here deletes a user's trajectory data — fak ships the observability, the gardening decision stays with you.
What this skill does
Trajectory Garden is a community-contributed Claude Code skill in the hello-world-templates sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/trajectory-garden/ and loads when your prompt matches the skill's trigger.
Who uses this skill
The Trajectory Garden Claude Code skill is built for Claude Code users and developers across all disciplines looking for general-purpose AI assistance. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 147,000+ 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-garden
curl -L https://claudskills.com/skills/trajectory-garden/SKILL.md \
-o ~/.claude/skills/trajectory-garden/SKILL.md
Or just download SKILL.md directly and drop it into ~/.claude/skills/trajectory-garden/. Claude Code auto-discovers it on next session.
Skills live at ~/.claude/skills/trajectory-garden/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\trajectory-garden\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 Garden Claude Code skill?
Install via the ClaudSkills desktop app (one click) or copy
SKILL.md from the source repository to
~/.claude/skills/trajectory-garden/SKILL.md and restart Claude Code. Both flows are detailed at
claudskills.com/install/.
What does the Trajectory Garden skill do?
One repeatable gardening pass over a trajectory corpus — the JSONL of per-turn Turn rows a fak trajectory.Recorder exports. Uses the `fak traj` toolkit (the data plane + the simhash reference vector-similarity primitive + the pluggable scorer seam) to find the trajectories worth a human's attention — near-duplicate queries the lexical ranker misses, cost outliers, and traces the kernel kept refusing — then PROPOSES prune candidates (it never deletes). The reference application of fak's trajectory observability primitives: proof that a trivial skill can build memory/trajectory gardening ON TOP of the defaults, and the starting point you fork to add your own scorers. Use after a recording run, when a memory store has bloated with redundant work, or on a /loop cadence to keep an agent's trajectory memory lean and its bad-query clusters visible.
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 Garden skill?
Use Trajectory Garden when your Claude Code task falls under the General category — specifically in the hello world templates 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 Garden" or describe the task and let Claude pick). Browse related skills at
/category/general/.
What is a Claude Code skill and how does the Trajectory Garden 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 Garden is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the General 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 Garden [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/trajectory-garden/
BibTeX
@misc{trajectory-garden-2026,
author = {anthony-chaudhary},
title = {Trajectory Garden [Claude Code skill]},
year = {2026},
publisher = {ClaudSkills},
url = {https://claudskills.com/skills/trajectory-garden/}
}Embed this skill
Promote, attribute, or link this skill from your own README, blog post, or documentation. All three snippets are free to use — no sign-up, no API key. More distribution surfaces →
Badge
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Security scan
Grade A · scanned 2026-07-10 — free static scan against the OWASP Agentic Skills Top 10.
No risk patterns were found in any of the ten OWASP-aligned categories. How grading works ›
- ✓ Prompt injection
- ✓ Data exfiltration
- ✓ Supply chain
- ✓ Reverse shell
- ✓ Credentials
- ✓ Execution
- ✓ Filesystem
- ✓ Persistence
- ✓ Obfuscation
- ✓ Network
Show this grade on your repo (click to copy):
[](https://claudskills.com/skills/trajectory-garden/#security)
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