WASHINGTON >> On Jan. 4, the intelligence division of the U.S. Capitol Police issued a report listing all the groups known to be descending on the city and planning to rally for former President Donald Trump two days later, such as the Prime Time Patriots, the MAGA Marchers and Stop the Steal.

The dispatch, a kind of threat matrix, gave low odds that any of the groups might break laws or incite violence, labeling the chances as “improbable,” “highly improbable” or “remote.” But the document, which was not previously disclosed, never addressed the odds of something else happening: that the groups might join together in a combustible mix, leading to an explosion of violence.

But just a day earlier the same office had presented a slightly more ominous picture. The Capitol Police’s intelligence division, which draws on information from the FBI and the Department of Homeland Security, warned of desperation about “the last opportunity to overturn the results of the presidential election” and the potential for significant danger to law enforcement and the public.

The documents show how the police and federal law enforcement agencies produced inconsistent and sometimes conflicting assessments of the threat from American citizens marching on the Capitol as Trump sought to hold onto power. That lack of clarity in turn helps explain why the government did not bring more urgency to security preparations for a worst-case outcome.

But the decision in the face of muddled intelligence to take only limited measures to bolster security and prepare backup highlights another issue: whether, as some critics have long said, agencies that have spent two decades and billions of dollars reacting aggressively to intelligence about the potential for Islamic terrorism are similarly focused on the full array of threats from the homegrown far-right.

“Since 9/11, law enforcement has followed a ‘no stone left unturned’ policy when there is even a scintilla of evidence that a Muslim supports terrorism and has routinely targeted social movements as terrorists,” said Faiza Patel, a director of the Liberty and National Security Program at the Brennan Center for Justice at the New York University School of Law. “But it has refused to take seriously the threat of far-right violent actors.”

Steven Sund, who resigned as the Capitol Police chief after Jan. 6, said in a previously undisclosed letter sent Monday to congressional leaders that the “entire intelligence community seems to have missed” the warning signs.

In the case of the Capitol riot, Sund did make a request several days beforehand for National Guard troops, though it was denied at that time by his bosses, the sergeants-at-arms of the House and the Senate. The Capitol Police request at the time was driven primarily by the need to expand the security perimeter around the building because of the size of the anticipated demonstration and its possible duration — and not any intelligence warning that there could be an armed assault on the Capitol, according to a person familiar with the Capitol Police’s decision-making.

There was never any discussion that the threat was sufficient that it should keep then-Vice President Mike Pence away from the Capitol on Jan. 6, current and former officials said.

More generally, the FBI has a considerable record of going after violent white supremacists, which the bureau still considers the most dangerous domestic terrorism threat. Last year, agents foiled a plot by a far-right militia to kidnap the governor of Michigan. The bureau also decided last year to elevate the threat posed by militias and other anti-government extremists, such as anarchists, several former law enforcement officials said.

But while there has been widespread support for an often heavy-handed approach to investigating potential Islamic terrorist plots, efforts to clamp down on far-right groups and movements have been more politically challenging.

Trump repeatedly portrayed the left-wing anti-fascist movement known as antifa as the real danger to the United States and publicly criticized Christopher Wray, the FBI director, for emphasizing the threat of right-wing groups instead.

In the weeks leading up to Jan. 6, numerous agencies predicted that white supremacists and armed militia members might gather in Washington. But in a meeting Jan. 5 about the inauguration, no federal or local law enforcement agencies raised any specific threats of violence for the next day, according to people who attended the meeting.

Even as late as 1 p.m. Jan. 6, as a pro-Trump mob began to breach the outer barricades around the Capitol, an agent in the FBI’s domestic terrorism unit told a Justice Department official that the FBI still had no information about any specific threat.

More than an hour later, the FBI finally mobilized a tactical team that the bureau had positioned near the Capitol, one of three that eventually responded that day.

When Sund pleaded for help from the National Guard after the breach of the barricades, the Pentagon was initially reluctant to approve the request, further slowing the deployment.

The result was to leave Congress remarkably vulnerable to a mob representing a far greater threat than the intelligence and law enforcement agencies had expected.

“Perfect hindsight does not change the fact that nothing in our collective experience or our intelligence — including intelligence provided by FBI, Secret Service, Department of Homeland Security (DHS) and D.C. Metropolitan Police (MPD) — indicated that a well-coordinated, armed assault on the Capitol might occur on Jan. 6,” Sund said in his letter.

Yet the failures came even after thousands of social media posts in the days before the assault, which documented how the rioters saw the Capitol — and the lawmakers certifying the election results — as a specific target. “Every corrupt member of Congress locked in one room and surrounded by real Americans is an opportunity that will never present itself again,” declared one post Jan. 5.

Yogananda Pittman, acting chief of the Capitol Police, told Congress last week that her force knew that militias and white supremacists would attend the rallies Jan. 6 and that some participants would be armed. She confirmed that Sund had asked for support from the National Guard but was denied by members of the Capitol Police Board.

“We knew that there was a strong potential for violence and that Congress was the target,” Pittman said. The department beefed up its defenses, she said, “but we did not do enough.”

One factor in the muddled nature of the intelligence assessments was the difficulty of knowing how seriously to take the extensive social media chatter about efforts to block ratification of Joe Biden’s victory in the presidential election.

The FBI was aware of violent online posts before the rally, with the bureau’s field office in Norfolk, Virginia, issuing a report that flagged one anonymous thread that warned of a looming war at the Capitol.

The FBI added that it had set up 24-hour command posts at both the local Washington field office and its headquarters, not far from the Capitol. The bureau also put tactical teams on standby, which it had not done for the previous two marches by Trump’s supporters — on Nov. 14 and Dec. 12 — protesting the election results.

“Before Jan. 6, the FBI and our federal, state and local partners collected and shared available intelligence in preparation for the various planned events,” the bureau said in a statement. “As indicated earlier, those leads deterred some from attending the Jan. 6 protest.”

Still, the mob that stormed the Capitol was filled with members of groups that the FBI had identified as domestic terrorism threats, like militias, white supremacists and adherents of the QAnon conspiracy. After the siege, the FBI arrested some of those same people, including charging three members of the Oath Keepers with conspiracy as evidence emerged that they had planned to attack the Capitol. The FBI also arrested members of the Proud Boys, a far-right nationalist group.

Intelligence about terrorist threats — foreign or domestic — can be maddeningly vague, and officials are quick to point out that their job is to analyze the likelihood of possible outcomes based on available information, not to predict the future.

Since the attacks of Sept. 11, the FBI has been quick to ramp up operations based on intelligence about plots by al-Qaida or other terrorist groups, sending out bulletins to local law enforcement and dispatching agents to question informants.

In 2016, for example, the FBI and the Department of Homeland Security issued an alert about a terrorist threat based on a thin thread of intelligence about possible Qaida operatives living in the United States, one of whom might have surveilled Times Square, former counterterrorism officials said. The FBI and intelligence agencies had been tracking the possible plot for years but had little information to substantiate it, the former officials said.

It is not clear how much information the FBI or the joint terrorism task force in the Washington area provided to the Capitol Police. Officials said the information from the Norfolk field office was posted on what is known as LEEP, or the law enforcement enterprise portal. In addition, one Capitol Police officer is assigned to the task force and has broad access to information about FBI intelligence.

In his letter, Sund said the intelligence analysis had indicated that the rallies Jan. 6 would be similar to the two pro-Trump demonstrations in Washington in November and December. Some officials used shorthand for the rallies — MAGA 1 and MAGA 2 — referring to Trump’s “Make America Great Again” campaign slogan that had become a rallying cry for his supporters.

Many officials were preparing for possible clashes between supporters of Trump and supporters of Biden, not the possibility that the pro-Trump groups might assault the Capitol building en masse.