agentleFS
theyoungastronautstheyoungastronauts/polaris/skills/recall/SKILL.md

recall

Skill4 starsChanged 3 months agoMITView on GitHub

Load the project context scaffold (.claude/context/) at session start or for a specific task.

142 other projects use a version of this.

Adopted by

Most recently taken up by

Used with

Projects with it also use addskill, apply-firmware and 10 more.

Other files people use alongside this one.

Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.
  • ryanportfolioSkill

    addskill

    Create, import, update, or install repo or personal skills: runtime ownership, resources, discovery checks.

    Also in 6 projects that use this

  • ryanportfolioSkill

    apply-firmware

    Bring current folder (plain folder, existing repo, old or partial firmware copy) up to full Harness Firmware in place. Mirror external repo → adopt-repo.

    Also in 6 projects that use this

  • +10 more from ryanportfolio

The file

We split this skill into the rules it gives an agent

11 rules. 0 are common, 6 are distinctive, and 5 are very specific to this project.

  • 0

    Common

    Most of the 129 edited versions we read keep these.

  • 6

    Distinctive

    This author's own choices. Worth a look.

  • 5

    Very specific

    Tied to their project's names, files or tools. Probably skip.

  • Common
  • Distinctive
  • Very specific
  1. Very specific:

    Run /recall at the beginning of a session, especially when:

    line 15
  2. Very specific:

    If it doesn't exist: Check for .claude/architecture.md (monolithic fallback).

    line 28
  3. Very specific:

    If the monolithic file exists, read and summarize it.

    line 29
  4. Very specific:

    If neither exists, tell the user: *"No project context found.

    line 30
  5. Very specific:

    Read .claude/context/ROUTER.md to understand what context files are available.

    line 36
  6. Distinctive:

    Read the matched context files (usually 2-3 files)

    line 51
  7. Distinctive:

    Keep the summary under 30 lines — the point is to prime context, not dump everything

    line 57
  8. Distinctive:

    When matching a task description to the routing table:

    line 61
  9. Distinctive:

    If the task description doesn't clearly match, default to Onboarding / Context (load everything).

    line 72
  10. Distinctive:

    Read every file in full and dump it into the conversation

    line 105
  11. Distinctive:

    Read pattern files that aren't relevant to the task

    line 107

“Common” is measured: kept by at least 6 in 10 of the 129 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.

Keep what fits and drop the rest. Your version, ready for your agents.
Files
SKILL.md

Skill: Recall

Load the project context scaffold (.claude/context/) at the start of a session, or for a specific task.

Scope: this skill loads the project context scaffold only. Cross-session session memory — the auto-memory memory/MEMORY.md index — is loaded automatically by the harness at session start, so /recall complements it rather than being the whole session-start story.

When to Use

Run /recall at the beginning of a session, especially when:

  • Starting work on a project you haven't touched recently
  • Picking up a task that touches unfamiliar parts of the codebase
  • Onboarding or context-switching between projects

Also useful mid-session: /recall <task description> to load context relevant to a specific task.

Process

Step 1: Check Scaffold Exists

Look for .claude/context/ROUTER.md.

If it doesn't exist: Check for .claude/architecture.md (monolithic fallback).

  • If the monolithic file exists, read and summarize it. Suggest running /intel to generate the full scaffold.
  • If neither exists, tell the user: "No project context found. Run /intel to generate the context scaffold."

If it exists: Continue to Step 2.

Step 2: Read the Router

Read .claude/context/ROUTER.md to understand what context files are available.

Step 3: Route by Arguments

No arguments → Overview mode:

  1. List all context files with:
    • File name and purpose (from ROUTER.md)
    • Last updated date (from each file's header comment)
    • Line count (as a rough size indicator)
    • Status: "Populated" if the file has real content beyond the template, "Template" if still placeholder
  2. Flag any files not updated in 30+ days as potentially stale
  3. Print a one-line suggestion: "Use /recall <task> to load context for a specific task, or /intel to refresh stale files."

With task description → Targeted mode:

  1. Match the task description against the Task Routing table in ROUTER.md
  2. Read the matched context files (usually 2-3 files)
  3. Print a concise summary of the loaded context:
    • Key architectural facts relevant to the task
    • Relevant conventions to follow
    • Relevant decisions that constrain the approach
    • Any patterns that apply
  4. Keep the summary under 30 lines — the point is to prime context, not dump everything

Matching Heuristics

When matching a task description to the routing table:

Task KeywordsRoutes To
"plan", "scope", "design", "architect"Planning / Scoping
"add", "build", "create", "implement", "feature"Adding a Feature
"fix", "bug", "debug", "error", "broken"Debugging / Fixing
"review", "PR", "check", "audit"Code Review
"onboard", "understand", "explain", "context"Onboarding / Context
"refactor", "clean", "reorganize", "migrate"Refactoring

If the task description doesn't clearly match, default to Onboarding / Context (load everything).

Output Format

Overview mode:

## Project Context Summary

| File | Last Updated | Lines | Status |
|------|-------------|-------|--------|
| architecture.md | 2026-03-15 | 45 | Populated |
| decisions.md | 2026-03-15 | 32 | Populated |
| conventions.md | 2026-03-10 | 28 | Populated |
| patterns/api-endpoints.md | 2026-03-12 | 35 | Populated |

⚠ conventions.md not updated in 20 days — consider running `/intel` to refresh.

Use `/recall <task>` to load context for a specific task.

Targeted mode:

## Context for: [task description]

**Architecture:** [1-2 key facts]
**Conventions:** [relevant rules]
**Decisions:** [relevant constraints]
**Patterns:** [applicable patterns, if any]

Token Discipline

This skill is designed to be lightweight. Do NOT:

  • Read every file in full and dump it into the conversation
  • Include template placeholder content in summaries
  • Read pattern files that aren't relevant to the task
  • Summarize more than what's needed for the immediate task

The goal is to prime your context with the minimum needed to work effectively — not to replicate the scaffold in the conversation.

Download now (ZIP)

Does it work?

Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.

No reviews yet

People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.

  • It worked
  • Partly
  • It didn't
What did you use it for? e.g. Reviewing pull requests in a Rails app

Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.

Your trail

Files you open will collect here, so you can find them again.

Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.

Now do this for your own.

Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.