概述

FOSSIL — Semantic Failure Memory

FOSSIL gives your agent a memory for reasoning failures.

Before acting, search for similar past failures. After a failure, record it with

the resolution so you never hit the same mistake twice.

The community API at fossil-api.hello-76a.workers.dev is live and free.

No API key required. Embeddings run on Cloudflare Workers AI.

Setup

Add to your openclaw.json:

{
  "mcp": {
    "servers": [
      {
        "name": "fossil",
        "command": "npx",
        "args": ["@openfossil/mcp"],
        "env": {
          "FOSSIL_API_URL": "https://fossil-api.hello-76a.workers.dev"
        }
      }
    ]
  }
}

Restart your gateway. FOSSIL tools are now available.

Tools

Tool	When to use
---	---
`fossil_search`	Before any non-trivial step — find similar past failures
`fossil_record`	After any failure — capture what went wrong and what fixed it
`fossil_get`	Retrieve a specific fossil by ID
`fossil_list`	Browse your recent fossil archive

When to search

Call fossil_search before any step involving:

Parsing or extracting structured data from LLM output
Calling external APIs or tools
Multi-step file operations
Browser automation
Sending messages or emails on behalf of the user
Any task domain that has failed before in this workspace

Pass a natural language description of what you are about to attempt.

Read the returned resolutions before proceeding.

fossil_search("extracting JSON fields from an invoice document")

When to record

Call fossil_record after any failure, before retrying.

fossil_record(
  situation="sending a reply email to insurance company",
  failure_type="misinterpretation",
  failure="agent replied to wrong thread — matched subject line not sender",
  severity="major",
  resolution_type="prompt_change",
  resolution="added: always match by sender address, not subject line",
  framework="openclaw",
  model="claude-opus-4-5"
)

Failure types

Type	When to use
---	---
`misinterpretation`	Misread the task or user intent
`hallucinated_tool`	Called a tool that doesn't exist or wrong signature
`format_failure`	Output didn't match expected schema or format
`context_loss`	Forgot earlier context in a multi-step run
`infinite_loop`	Got stuck in a reasoning or tool-call cycle
`premature_termination`	Declared done when the task was incomplete
`scope_creep`	Did more than asked, touched things it shouldn't
`ambiguity_paralysis`	Couldn't proceed due to underspecified input
`tool_misuse`	Right tool, wrong usage or arguments
`adversarial_input`	External input hijacked agent behavior
`compounding_error`	Small error amplified across multiple steps

Resolution types

Type	When to use
---	---
`prompt_change`	Modified the system or user prompt
`tool_fix`	Fixed the tool definition or implementation
`retry`	Retrying without changes succeeded
`human_override`	Human intervened directly
`context_injection`	Injected missing context into the agent window
`schema_correction`	Fixed the output schema or parser
`step_decomposition`	Broke the failing step into smaller steps
`input_sanitization`	Cleaned or validated input before processing

Add to AGENTS.md

## Failure Memory (FOSSIL)

Before any non-trivial task step, call fossil_search with a description
of what you are about to attempt. Read returned resolutions before acting.

After any failure, call fossil_record before retrying. Capture:
- what you were attempting
- what went wrong (use the FOSSIL failure taxonomy)
- what fixed it

This builds a persistent failure memory across all sessions.

Common OpenClaw failure patterns

Situation	Failure type
---	---
Sent message to wrong contact	`misinterpretation`
Browser clicked wrong element	`tool_misuse`
Email reply used wrong tone	`misinterpretation`
Scheduled task ran at wrong time	`format_failure`
Stuck waiting for a response	`infinite_loop`
Acted on wrong file or account	`scope_creep`
Adversarial email hijacked behavior	`adversarial_input`
Stopped mid-task without finishing	`premature_termination`

Resources

Docs: https://github.com/heyrtl/fossil/tree/main/docs
Protocol: https://github.com/heyrtl/fossil/blob/main/FOSSIL.md
REST API: https://fossil-api.hello-76a.workers.dev/health
Python SDK: pip install openfossil
Source: https://github.com/heyrtl/fossil

版本历史

共 1 个版本

v0.1.0 当前

2026-05-08 00:06 安全安全

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Fossil

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