waggle-recall
Recall project-scoped Waggle history about a topic, component, decision, bug, experiment, or implementation attempt.
Skill by Abhigyan-Shekhar
Chalk Labs
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Install
Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.
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About
Use cases: frontend
Reviews
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Permissions
What this skill can do and what it asks for, from its SKILL.md and code. Checked Oct 26, 2026.
- Tools
- No tools found
- Secrets
- None asked for
- Install scripts
- None found
Network hosts it talks to 1
codeload.github.com· found in install command
Files it touches
~/.claude/skills/waggle-recall
What's inside
- Skill name
waggle-recall- Description
- Recall project-scoped Waggle history about a topic, component, decision, bug, experiment, or implementation attempt.
- License
- Apache-2.0
- Instructions
- 11 lines in SKILL.md · view on GitHub
Files (1)
- SKILL.md
SKILL.md (first lines)
# Recall project history 1. Extract the requested topic from the user's prompt. Ask only if no topic can reasonably be inferred. 2. Determine the stable project scope: prefer the credential-free Git remote identity, otherwise the canonical absolute Git root or workspace path. 3. Call `query_graph` with the topic, that project scope, `agent_id: "codex"`, `retrieval_mode: "hybrid"`, `max_nodes: 10`, and `max_depth: 1`. 4. If a useful node needs more context, call `get_related` with its node ID and `max_depth: 1`. 5. Answer with a concise synthesis. Identify contradictions, updates, provenance, or uncertainty when returned. Never treat an empty result as evidence that something did not happen. This is the Codex skill equivalent of `/waggle-recall <topic>`; invoke it as `$waggle-recall` followed by the topic.
From Abhigyan-Shekhar/Waggle-mcp, Apache-2.0.
More from Abhigyan-Shekhar/Waggle-mcp
- 0.617score
install-waggle
Abhigyan-Shekhar
Install the official Waggle plugin locally for Codex from the latest stable Abhigyan-Shekhar/Waggle-mcp GitHub Release.
SkillBFreshness: B★ 44Claude Code +9 - 0.614score
waggle-memory
Abhigyan-Shekhar
Use Waggle automatically as portable, local project memory during meaningful coding work; retrieve prior decisions and constraints, then store only durable…
SkillBFreshness: B★ 44Claude Code +9 - 0.609score
waggle-checkpoint
Abhigyan-Shekhar
Checkpoint durable decisions, fixes, constraints, results, and open next steps from the current Codex task into scoped Waggle project memory.
SkillBFreshness: B★ 44Claude Code +9 - 0.606score
waggle-prime
Abhigyan-Shekhar
Prime a Codex task with the most relevant Waggle project history before starting or resuming substantial work.
SkillBFreshness: B★ 44Claude Code +9 - 0.575score
Waggle MCP
Abhigyan-Shekhar
Persistent graph-backed conversational memory for AI agents.
ConnectorAFreshness: ALocal★ 44↓ 16/wkClaude Code +5
Signals
- Stars
- 44
- Forks
- 138
- Open issues
- 171
- Contributors
- 75
- Last commit (this folder)
- Aug 9, 2026 (2 months ago)
- Last release
- Aug 10, 2026 (2 months ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- Apache-2.0
- Repository
- github.com/Abhigyan-Shekhar/Waggle-mcp
- Website
- pypi.org/project/waggle-mcp/
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
Same skill elsewhere
Copies of this SKILL.md published by others; search shows only one of them.
More from Abhigyan-Shekhar
- 0.617score
install-waggle
Abhigyan-Shekhar
Install the official Waggle plugin locally for Codex from the latest stable Abhigyan-Shekhar/Waggle-mcp GitHub Release.
SkillBFreshness: B★ 44Claude Code +9 - 0.614score
waggle-memory
Abhigyan-Shekhar
Use Waggle automatically as portable, local project memory during meaningful coding work; retrieve prior decisions and constraints, then store only durable…
SkillBFreshness: B★ 44Claude Code +9 - 0.609score
waggle-checkpoint
Abhigyan-Shekhar
Checkpoint durable decisions, fixes, constraints, results, and open next steps from the current Codex task into scoped Waggle project memory.
SkillBFreshness: B★ 44Claude Code +9 - 0.606score
waggle-prime
Abhigyan-Shekhar
Prime a Codex task with the most relevant Waggle project history before starting or resuming substantial work.
SkillBFreshness: B★ 44Claude Code +9 - 0.575score
Waggle MCP
Abhigyan-Shekhar
Persistent graph-backed conversational memory for AI agents.
ConnectorAFreshness: ALocal★ 44↓ 16/wkClaude Code +5
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Cite this page
waggle-recall skill. Agent Mart. https://agentmart.dev/skills/abhigyan-shekhar-waggle-recall (last updated 2026-10-24)